Metrics | Paradigm Engine

All Time Highs/Lows

A method to query data from our all time statistics endpoint. We compare data for the same symbol from multiple global providers and exchanges to analyze discrepencies in reported levels. Data returned includes ATL, ATH, volumes traded on each respective day, percent difference relative to current prices and time elapsed in days since each record price was recorded.

https://api.paradigmapi.com/v1/paradigm/stats-alltime

Parameter	Description	Required	Type	Example
Symbol	Query based off of a specific value for Symbol	false	`string`	`ETH`
Name	Query based off of a specific value for Name	false	`string`	`Bitcoin`
Provider	Query based off of a specific value for Provider	false	`string`
Current Price	Query based off of a specific value for Current Price	false	`number`
Current DatetimeUTC	Query based off of a specific value for Current DatetimeUTC	false	`string`
ATH	Query based off of a specific value for ATH	false	`number`
ATHDatetimeUTC	Query based off of a specific value for ATHDatetimeUTC	false	`string`	`2017-12-17`
ATHDaysSince	Query based off of a specific value for ATHDaysSince	false	`number`	`365:`
ATHPercent	Query based off ATHPercent: (ATH - current price) / current price	false	`number`	`5.3:`
ATHVolume	Query based off of a specific value for ATHVolume	false	`number`
ATHVolumeBase	Query based off of a specific value for ATHVolumeBase	false	`number`
ATHVolumeUSD	Query based off of a specific value for ATHVolumeUSD	false	`number`
ATL	Query based off of a specific value for ATL	false	`number`
ATLDatetimeUTC	Query based off of a specific value for ATLDatetimeUTC	false	`string`	`2019-01-29`
ATLDaysSince	Query based off of a specific value for ATLDaysSince	false	`number`	`:10`
ATLPercent	Query based off of a specific value for ATLPercent	false	`number`	`:-.95`
ATLVolume	Query based off of a specific value for ATLVolume	false	`number`
ATLVolumeBase	Query based off of a specific value for ATLVolumeBase	false	`number`
ATLVolumeUSD	Query based off of a specific value for ATLVolumeUSD	false	`number`

Console Examples Related Content Resources

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How Do I Use This Data?

Pull data into spreadsheet templates, dashboards and models
Visualize complex data sets using our widget engine
Build data into content for websites and apps
Embed example widgets & charts into your published articles or research.
To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.

title	source	category	description
2018 Annual Letter	MultiCoin Capital	research	Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
2018 SIFMA Fact Book	SIFMA	regulatory	Keywords: securities, trading volume, bonds, equities, fixed income, municipals, corporate, abs, mbs, agency, treasury
2018 Yearly Report	Coingecko	research	Keywords: overview, lightning, distributions, ath, exchanges, thefts, ico, stablecoin, bch, nodes, nft, fungible, masternodes
3 Moments in History that Explain the ICO Bubble	Hacker Noon	research	The technologies that enable bubbles are always new, but the underlying social dynamics are not. The open and permissionless nature of blockchains allows anyone to co-opt them. Thus, blockchains enabled multiple social forces, all interacting in the same network, all rei􀁢ed under the name “the ICO bubble.” \| Keywords: ico, bubble, mania, hype, manipulation, sentiment, herd, social networks
A First Econometric Analysis Of The CRIX Family	CRIX Crypto Index	research	Keywords: valuation, index, benchmark, methodology, cryptoeconomics
A Model of CryptoCurrencies	Princeton	academic	Keywords: model, valuation, ico, bubble
Are Cryptoassets Highly Correlated	Binance	research	Keywords: pattern, flows, trend, sentiment, herd
Asset Highlight Ether	Cryptoscores	research	Keywords: valuation, metric, primer, smart, contract, eth, sharding, stake, consensus, return
BAT Token ATH Comparisons	Paradigm	Historical Performance	Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. \| Keywords: all time, ath, atl, performance, brave
Bitcoin Economics Parts 1 2 3 5	Bitmex	research	Keywords: cryptoeconomics, valuation
Bitcoin Futures Volumes	Paradigm	Derivatives	Tracking activity, volumes and positioning in regulated crypto futures markets The introduction of regulated futures markets for Bitcoin was a widely anticipated and overhyped event. Difficult to argue there was no impact on the price from the introduction of a derivative instrument designed to provide traders with the ability to short and bet against the price of Bitcoin. As markets mature, the ability to hedge using futures will likely see the overall market continue to grow. \| Keywords: cme, derivatives, futures, contract, swap, options, hedge, institutional, cftc, cboe, trading, volume
Bitwise Asset Management Analysis of Real Bitcoin Trade Volume	Bitwise	research	Keywords: wash trading, exchanges, flows, order books, trading volume
BTC Market Depth Spreads - Bitfinex	Paradigm	Liquidity	Average bid/offer spreads by order size as a liquidity proxy Liquidity is often measured as a function of what impact a given size trade has on an existing market price. As volatility increases, market makers (ie exchanges) become increasingly less willing to make markets on either side given the potential for higher downside risk. This is especially true as evidenced from the difference in market spreads for a 0 BTC, 10 BTC or 100 BTC size trade (small lot, round lot, block). \| Keywords: liquidity, orderbook, trading, volume, oddlot
BTC MVRV Ratio	Paradigm	Network Value	Exploring network valuation using MVRV MVRV is a simple ratio to measure network value using a novel metric for traditional market cap called Realised Cap. MVRV = Market Cap / Realised Cap. It can be useful for getting a sense of when the exchange traded price is below “fair value” or even as an indicator for potential cycle tops and bottoms. \| Keywords: realised cap, market cap, valuation, metric
BTC Pricing Value Models	Paradigm	Network Value	Evaluating novel metrics for Bitcoin valuation Bitcoin continues to defy and break most convential models across pricing, growth, trend, econometrics, epidemiological and more. Perspective and context are always valuable in these exercises especially when they can help frame it all in the same consumable dimension. Hats off to Will Woo’s continued inspirational, thoughtful and creative work: (http://charts.woobull.com/). *Note: this chart is better viewed in larger size, click the button in right hand menu to enlarge. \| Keywords: realised cap, market cap, valuation, metric, deltacap, nvt, mvrv, signal, willy woo
BVOL vs EVOL	Paradigm	Volatility	Tracking synthetic crypto volatility benchmarks and derivatives In the absence of mature futures or options markets, exchanges offering derivative and synthetics trading often benefit. Access to leverage from 100-400x on some of these trading vehicles makes them even more important to track. After all, what could possibly go wrong? \| Keywords: volatility, derivatives, bitmex, index
CCCAGG Data Index Methodology	Cryptocompare	research	Keywords: exchange, trading volume, benchmark
Crypto Exchange Tokens	Paradigm	Exchange Tokens	Relative market cap of native exchange tokens Crypto exchange tokens used to pay platform and trading fees have witnessed varying success with Binance (BNB) clearly standing out from the rest. Despite known issues concerning conflict of interest, security and market manipulation the paper trail of revenues and associated cashflows make exchange platforms a more ‘familiar’ economic model for most traditional investors. \| Keywords: exchange, fees, rewards, trading, binance
Crypto Sentiment Study	Coindesk	research	Keywords: survey, investment, risk, bitcoin, trust
Cryptocompare Exchange Review	Cryptocompare	research	Keywords: exchange, listing, trading, liquidity
Cryptocurrencies Looking Beyond Hype	Bank Of International Settlements	research	Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
CryptoUtopia	Autonomous NEXT	research	Keywords: venture capital, ico, hype, taxonomy
Exchange Liquidity Whitepaper	Conventure Research	research	Keywords: wash trading, exchanges, flows, order books, trading volume
Exchange Review February 2019	Cryptocompare	research	Keywords: trading, volume, flows, order book, liquidity, wash trading
FCAS Report ZEC	Flipside Crypto	research	Keywords: flipside, valuation, rating, repo, github, developer, codebase
Feedback Cycles between Socia Economic Signals in the Bitcoin Economy	ETH Zurich	research	We quantify four socio-economic signals about Bitcoin from large datasets: price on online exchanges, volume of word-of-mouth communication in online social media, volume of information search and user base growth. By using vector autoregression, we identify two positive feedback loops that lead to price bubbles in the absence of exogenous stimuli. \| Keywords: sentiment, pattern, herd, manipulation, bubble, hype
Framework for Investment Contract Analysis of Digital Assets	SEC	regulatory	https://www.sec.gov/corpfin/framework-investment-contract-analysis-digital-assets \| Keywords: sec, regulator, valuation, taxonomy, howey, framework, methodology, ico, securities, law, classification, dapp
From Hype to Reality A Taxonomy of Blockchain Applications	Karlsruthe Institute of Technology	research	Keywords: framework, classification, category, valuation, model
Global Macro Trends Cryptocurrencies	Element Group	research	Keywords: asset, management, correction, volatility, bitcoin, dispersion, futures, geopolitical
Global Trading Volumes vs Market Cap	Paradigm	Trading Volume	Aggregate USD volume vs global mkt cap Crypto trading volume data is notoriously inaccurate, fake, misleading and unreliable yet it remains an important metric for market participants. Do you trust crypto market trading volumes? \| Keywords: global, trading volume, fake, exchange
How Does Crypto OTC Actually Work	Circle Research	research	Keywords: trading, institutional, volume
Initial Coin Offerings	Ernst Young	regulatory	Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
Investing With Cryptocurrencies A Liquidity Constrained Approach	CRIX Crypto Index	research	Keywords: valuation, depth, order books, spread, slippage
Is Bitcoin Really Untethered	University of Texas	research	Keywords: ustd, stablecoin, peg, trading volume, wash trading, correlation, fiat
Leveraging the Cryptoeconomic Machine	Aenigma Capital Research	research	Keywords: valuation, token, utility, intrinsic, fundamental, velocity
MakerDAO DAI Deep Dive	51percent research	research	Keywords: maker, dai, mkr, stablecoin, cdp, valuation, governance, defi
Principles for Financial Benchmarks	ISCO	research	This Report, which has been prepared by the IOSCO Board Level Task Force on Financial Market Benchmarks (Task Force), sets out IOSCO’s final Principles on Financial Benchmarks. The Task Force was created in light of investigations and enforcement actions regarding attempted manipulation of major interest rate Benchmarks and the fragility and integrity of their use and their impact on the real economy. \| Keywords: methodology, framework, index, reference rates, libor, manipulation
Proposed Framework for Crypto Asset Trading Platforms	Joint Canadian Securities Administrators	regulatory	Keywords: policy, regulation, clearing, oversight, law, integration
Proposed Framework for Crypto-Asset Trading Platforms	Joint Canadian Securities Administrators	regulatory	The purpose of this joint CSA/IIROC Consultation Paper (the Consultation Paper) is to seek feedback from the financial technology (fintech) community, market participants, investors and other stakeholders on how requirements may be tailored for Platforms operating in Canada whose operations engage securities law. We intend to use this feedback to establish a framework that provides regulatory clarity to Platforms, addresses risks to investors and creates greater market integrity. \| Keywords: canada, investment industry, regulatory, framework, consultation, trading, advisory, exchanges
Pump And Dump	Wall Street Journal	research	Keywords: wash, ico, scam, trading volume, scheme
Regulate or Not Overview Cryptographic Assets With Simultaneous Economic Properties	Bravenewcoin	research	Keywords: bitcoin, blockchain, dlt, taxonomy, classification, investment, managers, use, case, protocol, tokens, basket, index, commodities, store, value
Republic Protocol	Aenigma Capital Research	research	Keywords: valuation, republic, protocol, ren
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution	National Bureau of Economic Research	research	Keywords: valuation, analysis, modeling, portfolio management, performance
Sortino Ratio Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, risk, adjusted, volatility, excel
State of Blockchains Q2 2017	Coindesk	research	Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018	Coindesk	research	Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
UniSwap Activity	Covalent	Defi	Tracking reserve balances vs. trading volume Growth of ‘decentralized’ liquidity protocols have seen increased volumes following substantial venture capital investment in 2018. \| Keywords: defi, dex, uniswap, reserves, trading volume, liquidity, dapp

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Benchmarks Info

A method to query information about crypto benchmarks including indices and traditional market indicators. Data returned includes methodology, source, type, owner, rebalance schedules, constituents and more.

https://api.paradigmapi.com/v1/paradigm/metrics-benchmarks-info

Parameter	Description	Required	Type	Example
name	Query based off of a specific value for name	false	`string`	`BVOL Bitcoin Volatility Index`
category	Query based off of a specific value for category	false	`string`	`composite`
description	Query based off of a specific value for description	false	`string`
bloombergTicker	Query based off of a specific value for bloombergTicker	false	`string`	`FSTOKCTB Index`
audience	Query based off of a specific value for audience	false	`string`	`institutional`
symbol	Query based off of a specific value for symbol or symbols using csv (bitwise10)	false	`string`	`.XBTBON`
FIGI	Query based off of a specific value for FIGI	false	`string`	`BBG006MM3GB2`
frequency	Query based off of a specific value for frequency	false	`string`	`monthly`
inceptionDate	Query based off of a specific value for inceptionDate	false	`string`	`2012-01-01`
activeManaged	Query based off of a specific value for activeManaged	false	`boolean`	`false`
provider	Query based off of a specific value for provider	false	`string`	`~MVIS`
rules	Query based off of a specific value for rules	false	`string`	`turnover thresholds`
seriesDataURL	Query based off of a specific value for seriesDataURL	false	`string`
strategy	Query based off of a specific value for strategy	false	`string`	`composite of qualitative sub-indices`
style	Query based off of a specific value for style	false	`string`	`mkt weight`
baseValue	Query based off of a specific value for baseValue	false	`number`	`100`
type	Query based off of a specific value for type	false	`string`	`benchmark`
url	Query based off of a specific value for url	false	`string`

Console Examples Related Content Resources

Click to load the console!

How Do I Use This Data?

Pull data into spreadsheet templates, dashboards and models
Visualize complex data sets using our widget engine
Build data into content for websites and apps
Embed example widgets & charts into your published articles or research.
To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.

title	source	category	description
2018 Annual Letter	MultiCoin Capital	research	Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A Blockchain Research Framework	Business & Information Systems Engineering	academic	Keywords: methodology, study
A First Econometric Analysis Of The CRIX Family	CRIX Crypto Index	research	Keywords: valuation, index, benchmark, methodology, cryptoeconomics
A Model of CryptoCurrencies	Princeton	academic	Keywords: model, valuation, ico, bubble
Accomplice VC Crypto Market Map	Accomplice VC	research	Keywords: venture capital, taxonomy
Accounting For Venezuelan Hyperinflation in Portfolio Risk Models	Bloomberg	research	Keywords: inflation, deflation, dictator, portfolio management
An Index For Investing In Blockchain Based Cryptocurrencies	CRIX Crypto Index	research	Keywords: benchmark, performance
Asset Highlight Ether	Cryptoscores	research	Keywords: valuation, metric, primer, smart, contract, eth, sharding, stake, consensus, return
ATR Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, range, average, excel
BAT Token ATH Comparisons	Paradigm	Historical Performance	Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. \| Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance	Paradigm	Benchmarks	Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. \| Keywords: roi, performance, returns, index
Bitcoin Economics Parts 1 2 3 5	Bitmex	research	Keywords: cryptoeconomics, valuation
Bitcoin Futures Volumes	Paradigm	Derivatives	Tracking activity, volumes and positioning in regulated crypto futures markets The introduction of regulated futures markets for Bitcoin was a widely anticipated and overhyped event. Difficult to argue there was no impact on the price from the introduction of a derivative instrument designed to provide traders with the ability to short and bet against the price of Bitcoin. As markets mature, the ability to hedge using futures will likely see the overall market continue to grow. \| Keywords: cme, derivatives, futures, contract, swap, options, hedge, institutional, cftc, cboe, trading, volume
Bitcoin Rolling 2019 YTD Performance	Paradigm	Performance	Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. \| Keywords: roi, returns, performance, ytd, cumulative
Bitwise Crypto Index Methodology	Bitwise	research	Keywords: framework, benchmark, model
Bitwise The Case For Crypto In An Institutional Portfolio	Bitwise	research	Keywords: asset allocation, investing, risk management
Bitwise The Case For Diversification Within Crypto Investing	Bitwise	research	Keywords: portfolio, risk management, asset allocation, benchmark
Blockchain by Cisco Build Trust Based Business Networks	Cisco	research	Keywords: corporate, enterprise, dlt, adoption
Bloomberg Galaxy Crypto Index Fact Sheet	Bloomberg	research	Keywords: bcgi
Bloomberg Galaxy Crypto Index Methodology	Bloomberg	research	Keywords: bcgi, benchmark
Bloomberg Galaxy Crypto Index Rebalancing	Bloomberg	research	Keywords: bcgi
Breaking Blockchain Open	Deloitte	research	Keywords: survey, enterprise, private, adoption
BTC Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
BTC Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes \| Keywords: roi, performance, returns, roi
BTC MVRV Ratio	Paradigm	Network Value	Exploring network valuation using MVRV MVRV is a simple ratio to measure network value using a novel metric for traditional market cap called Realised Cap. MVRV = Market Cap / Realised Cap. It can be useful for getting a sense of when the exchange traded price is below “fair value” or even as an indicator for potential cycle tops and bottoms. \| Keywords: realised cap, market cap, valuation, metric
BTC Pricing Value Models	Paradigm	Network Value	Evaluating novel metrics for Bitcoin valuation Bitcoin continues to defy and break most convential models across pricing, growth, trend, econometrics, epidemiological and more. Perspective and context are always valuable in these exercises especially when they can help frame it all in the same consumable dimension. Hats off to Will Woo’s continued inspirational, thoughtful and creative work: (http://charts.woobull.com/). Note: this chart is better viewed in larger size, click the button in right hand menu to enlarge. \| Keywords: realised cap, market cap, valuation, metric, deltacap, nvt, mvrv, signal, willy woo
BTC Weekly Price Changes	Paradigm	Historical Performance	7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
CCCAGG Data Index Methodology	Cryptocompare	research	Keywords: exchange, trading volume, benchmark
Consumer Tokens Framework Version1	Brooklyn Project	research	Keywords: taxonomy, classification
Crypto Asset Post Trade Processing of Tokenized Securities Whitepaper	DTCC	research	Keywords: custody, dtcc, clearing, sto, securities, institutional
Crypto Index Introduction Slides	CRIX Crypto Index	research	Keywords: benchmark, performance, methodology, crix
Crypto Utopia	Autonomous NEXT	research	Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto Week in Review 8.24.2018	Satis Group	periodical	Keywords: performance
Cryptoassets Venture into the Unknown	Cambridge Associates	research	Keywords: blockchain, startups, fund, strategies, token, distribution, ico, institutional
CryptoUtopia	Autonomous NEXT	research	Keywords: venture capital, ico, hype, taxonomy
ETH Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes \| Keywords: roi, performance, returns, roi
ETH Weekly Price Changes	Paradigm	Historical Performance	7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
FCAS Report ZEC	Flipside Crypto	research	Keywords: flipside, valuation, rating, repo, github, developer, codebase
Framework for Investment Contract Analysis of Digital Assets	SEC	regulatory	https://www.sec.gov/corpfin/framework-investment-contract-analysis-digital-assets \| Keywords: sec, regulator, valuation, taxonomy, howey, framework, methodology, ico, securities, law, classification, dapp
From Hype to Reality A Taxonomy of Blockchain Applications	Karlsruthe Institute of Technology	research	Keywords: framework, classification, category, valuation, model
GDAX Digital Asset Framework	GDAX	research	Keywords: exchange, taxonomy, qualifications
Guidance on Cryptoassets	UK FCA	regulatory	This paper looks at where cryptoassets would be considered ‘Specified Investments’ under the Regulated Activities Order (RAO),3 ‘Financial Instruments’ such as ‘Transferable Securities’ under the Markets in Financial Instruments Directive II (MiFID II),4 or captured under the Payment Services Regulations (PSRs), 5 or the E-Money Regulations (EMRs).6 It also covers where cryptoassets would not be considered ‘Specified Investments’ under the RAO. \| Keywords: mifid, rao, securities, regulation, classification, oversight, taxonomy
How Does Crypto OTC Actually Work	Circle Research	research	Keywords: trading, institutional, volume
Immaturity of Tokenized Value Capture Mechanisms	Felipe Gaucho Pereira	research	There’s a good degree of consensus around the overvaluation of assets in the market; a lot of decent discussions around valuation methodologies aiming to frame the madness; but not much rational talk about the root issue: do cryptoassets really capture the value of something, at all? \| Keywords: intrinsic, accretion, creation, wealth, definition
Information Content Of Pre Open Social Media For Market Returns	Pluribus Labs Research	research	Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Initial Coin Offerings	Ernst Young	regulatory	Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
Investing With Cryptocurrencies A Liquidity Constrained Approach	CRIX Crypto Index	research	Keywords: valuation, depth, order books, spread, slippage
ITIFC Index Guide	MV Index Solutions	research	The index is passive, capitalisation weighted, capped; providing a diversified, long-term and non-speculative investment approach based on a list of crypto assets from the top 30 market leaders. \| Keywords: benchmark, methodology, passive, portfolio
Leveraging the Cryptoeconomic Machine	Aenigma Capital Research	research	Keywords: valuation, token, utility, intrinsic, fundamental, velocity
MACD Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, average, convergence, divergence, excel
MakerDAO DAI Deep Dive	51percent research	research	Keywords: maker, dai, mkr, stablecoin, cdp, valuation, governance, defi
Moving forward with macroprudential frameworks	Bank Of International Settlements	research	Keywords: regulatory, banking, policy, methodology, legal, systemic
NVT Ratio Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, network, transaction, excel
Price Predictions	Cryptosheets	model	Keywords: metrics, indicators, forecast, excel
Pricing Cryptocurrency Options The Case Of CRIX And Bitcoin	CRIX Crypto Index	research	Keywords: derviatives, options, analysis, hedge, index, benchmark
Principles for Financial Benchmarks	ISCO	research	This Report, which has been prepared by the IOSCO Board Level Task Force on Financial Market Benchmarks (Task Force), sets out IOSCO’s final Principles on Financial Benchmarks. The Task Force was created in light of investigations and enforcement actions regarding attempted manipulation of major interest rate Benchmarks and the fragility and integrity of their use and their impact on the real economy. \| Keywords: methodology, framework, index, reference rates, libor, manipulation
Regulate or Not Overview Cryptographic Assets With Simultaneous Economic Properties	Bravenewcoin	research	Keywords: bitcoin, blockchain, dlt, taxonomy, classification, investment, managers, use, case, protocol, tokens, basket, index, commodities, store, value
Republic Protocol	Aenigma Capital Research	research	Keywords: valuation, republic, protocol, ren
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution	National Bureau of Economic Research	research	Keywords: valuation, analysis, modeling, portfolio management, performance
RSI ATR MACD Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, strength, technical, excel
Scalability Interoperability and Sustainability of Blockchains	European Union Blockchain Forum	research	we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. \| Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Scenario Timelines - Large Cap vs. Mid Cap	Paradigm	Scenario	Comparing performance of benchmarks through various impact event scenarios Scenario analysis can be a valuable risk management tool, especially when robust data provides more accurate and statistically significant insights. While shorter on an absolute basis, the crypto timeline accelerates at a velocity with no precedent. Our crypto events database provides a rich scenario backdrop against which to build and calibrate our risk models. \| Keywords: benchmark, scenario, events, stress
Sortino Ratio Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, risk, adjusted, volatility, excel
State of Blockchains Q2 2017	Coindesk	research	Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
State of Blockchains Q3 2018	Coindesk	research	Keywords: network, exchange, regulation, sentiment, developer, social, enterprise, investment
Taxonomy Of Blockchain Tech Principles Of Identification And Classification	Center for Blockchain Technologies	research	Keywords: immutable, identification, taxonomy, framework, org structure, governance
The Brooklyn Project	Brooklyn Project	research	Keywords: taxonomy, classification
The Brooklyn Project Framework Version 1	Brooklyn Project	research	Keywords: taxonomy, classification
Token Mania	Autonomous NEXT	research	Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Volatility Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, vol, deviation, historical, excel
YTD Rolling Returns - BTC, ETH vs Large & Mid Caps	Paradigm	Performance	Year to date cumulative rolling daily returns 2019 opened with Ethereum plunging over 50% before putting in a double bottom. While most highly correlated ERC20 tokens suffered equal or worse damage, BTC, large and mid cap crypto benchmarks proved more resilient. Dispersion gave way to correlation as ETH rebounded strongly heading into the summer. Note: you can use the zoom selector from the toolbox to zoom individually for each chart. \| Keywords: roi, returns, performance, ytd, cumulative, benchmark, index

View additional resources including FAQs, tutorials, sample templates, models and pricing information.

CHECK API STATUS

See statistics on the current and recent status of this API endpoint here.
HELP & TUTORIALS

Learn more about how to use this endpoint from tutorials, FAQs and examples.
PRICING & ACCESS

See pricing details for this endpoint including rate limits, account subscriptions, custom bulk data access and more here.

Have Questions? Contact us here.

Performance

A method to query performance data for thousands of unique crypto assets. The performance endpoint serves comprehensive data including multi-period ROI, pctChg, short vs long term trends, relative metric rankings, sharpe ratios using multiple RFRs, performance curve slopes and more.

https://api.paradigmapi.com/v1/paradigm/performance

Parameter	Description	Required	Type
datetimeUTC	Date as the coordinated universal time (UTC) convention	false	`string`
slug	`Unique identifier` for the asset or symbol	false	`string`
symbol	`Symbol of the asset`	false	`string`
name	`Name of the asset`	false	`string`
price	`Close price`	false	`number`
change1	Percent Change for the trailing `1 periods` (usually days)	false	`number`
change5	Percent Change for the trailing `5 periods` (usually days)	false	`number`
change7	Percent Change for the trailing `7 periods` (usually days)	false	`number`
change10	Percent Change for the trailing `10 periods` (usually days)	false	`number`
change20	Percent Change for the trailing `20 periods` (usually days)	false	`number`
change30	Percent Change for the trailing `30 periods` (usually days)	false	`number`
change50	Percent Change for the trailing `50 periods` (usually days)	false	`number`
change90	Percent Change for the trailing `90 periods` (usually days)	false	`number`
change180	Percent Change for the trailing `180 periods` (usually days)	false	`number`
change365	Percent Change for the trailing `365 periods` (usually days)	false	`number`
pctChgCurveShortVsLong	Difference of the `(long term percent change) - (short term percent change)`	false	`number`
pctChgCurveVeryShort	Difference of the `(short term percent change) - (very short term percent change)`	false	`number`
allPeriodTrend	`Trend` direction of `Percent Change across all given periods`	false	`string`
rankPctChg1D	`Absolute rank of the 1 period percent change` for the given asset	false	`number`
rankPctChg5D	`Absolute rank of the 5 period percent change` for the given asset	false	`number`
rankPctChg7D	`Absolute rank of the 7 period percent change` for the given asset	false	`number`
rankPctChg30D	`Absolute rank of the 30 period percent change` for the given asset	false	`number`
rankPctChg90D	`Absolute rank of the 90 period percent change` for the given asset	false	`number`
rankPctChg365D	`Absolute rank of the 365 period percent change` for the given asset	false	`number`
sma5	Simple moving average for the `trailing 5 periods` (usually days)	false	`number`
sma10	Simple moving average for the `trailing 10 periods` (usually days)	false	`number`
sma30	Simple moving average for the `trailing 30 periods` (usually days)	false	`number`
sma50	Simple moving average for the `trailing 50 periods` (usually days)	false	`number`
sma100	Simple moving average for the `trailing 100 periods` (usually days)	false	`number`
sma200	Simple moving average for the `trailing 200 periods` (usually days)	false	`number`
sma50v200	Ratio of the `50 day vs 200 day` simple moving averages	false	`number`
pctDistFromSma50D	Percent `difference of close price from the 50 period` simple moving average (usually days)	false	`number`
pctDistFromSma200D	Percent `difference of close price from the 200 period` simple moving average (usually days)	false	`number`
rankSma50v200	Absolute rank of the ratio of the `50 day vs 200 day` simple moving averages	false	`number`
rankPctDistFromSma50D	Absolute rank of the percent `difference of close price from the 50 period` simple moving average (usually days)	false	`number`
rankPctDistFromSma200D	Absolute rank of the percent `difference of close price from the 200 period` simple moving average (usually days)	false	`number`
liborRate	LIBOR benchmark `rate used for calculating sharpe ratios`	false	`number`
tbillRate	US Treasury Bill benchmark `rate used for calculating sharpe ratios`	false	`number`
sharpe1MLibor	`Sharpe ratio` calculated `using 1Month LIBOR`	false	`number`
sharpe1MTBill	`Sharpe ratio` calculated `using 1Month US TBill`	false	`number`
sharpe3MLibor	`Sharpe ratio` calculated `using 3Month LIBOR`	false	`number`
sharpe3MTBill	`Sharpe ratio` calculated `using 3Month US TBill`	false	`number`
sharpe6MLibor	`Sharpe ratio` calculated `using 6Month LIBOR`	false	`number`
sharpe6MTBill	`Sharpe ratio` calculated `using 6Month US TBill`	false	`number`
sharpe3MLiborAnn	Annualized `Sharpe ratio` calculated `using 3Month LIBOR`	false	`number`
sharpe3MTBillAnn	Annualized `Sharpe ratio` calculated `using 3Month US TBill`	false	`number`
sharpe1MLiborAnn	`Annualized Sharpe ratio` calculated `using 1Month LIBOR`	false	`number`
sharpe1MTBillAnn	Annualized `Sharpe ratio` calculated `using 1Month US TBill`	false	`number`
sharpe6MLiborAnn	Annualized `Sharpe ratio` calculated `using 6Month LIBOR`	false	`number`
sharpe6MTBillAnn	Annualized `Sharpe ratio` calculated `using 6Month US TBill`	false	`number`
allPeriodTrendSharpes	`Trend` direction of `Sharpe ratios across all given periods`	false	`string`
trendSlope	`Degree of slope for the short vs long term performance trends`	false	`string`
rankSharpe1MLibor	Absolute `rank of sharpe ratio` calculated `using 1Month LIBOR`	false	`number`
rankSharpe3MLibor	Absolute `rank of sharpe ratio` calculated `using 3Month LIBOR`	false	`number`
rankSharpe6MLibor	Absolute `rank of sharpe ratio` calculated `using 6Month LIBOR`	false	`number`
rankSharpe1MLiborAnn	Absolute `rank of annualized sharpe ratio` calculated `using 1Month LIBOR`	false	`number`
rankSharpe3MLiborAnn	Absolute `rank of annualized sharpe ratio` calculated `using 3Month LIBOR`	false	`number`
rankSharpe6MLiborAnn	Absolute `rank of annualized sharpe ratio` calculated `using 6Month LIBOR`	false	`number`

Console Examples Related Content Resources

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How Do I Use This Data?

Pull data into spreadsheet templates, dashboards and models
Visualize complex data sets using our widget engine
Build data into content for websites and apps
Embed example widgets & charts into your published articles or research.
To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.

title	source	category	description
2018 Annual Letter	MultiCoin Capital	research	Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A First Econometric Analysis Of The CRIX Family	CRIX Crypto Index	research	Keywords: valuation, index, benchmark, methodology, cryptoeconomics
A Model of CryptoCurrencies	Princeton	academic	Keywords: model, valuation, ico, bubble
An Index For Investing In Blockchain Based Cryptocurrencies	CRIX Crypto Index	research	Keywords: benchmark, performance
Asset Highlight Ether	Cryptoscores	research	Keywords: valuation, metric, primer, smart, contract, eth, sharding, stake, consensus, return
BAT Token ATH Comparisons	Paradigm	Historical Performance	Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. \| Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance	Paradigm	Benchmarks	Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. \| Keywords: roi, performance, returns, index
Bitcoin Economics Parts 1 2 3 5	Bitmex	research	Keywords: cryptoeconomics, valuation
Bitcoin Rolling 2019 YTD Performance	Paradigm	Performance	Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. \| Keywords: roi, returns, performance, ytd, cumulative
Bitwise The Case For Diversification Within Crypto Investing	Bitwise	research	Keywords: portfolio, risk management, asset allocation, benchmark
BTC Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes \| Keywords: roi, performance, returns, roi
BTC Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
BTC MVRV Ratio	Paradigm	Network Value	Exploring network valuation using MVRV MVRV is a simple ratio to measure network value using a novel metric for traditional market cap called Realised Cap. MVRV = Market Cap / Realised Cap. It can be useful for getting a sense of when the exchange traded price is below “fair value” or even as an indicator for potential cycle tops and bottoms. \| Keywords: realised cap, market cap, valuation, metric
BTC Pricing Value Models	Paradigm	Network Value	Evaluating novel metrics for Bitcoin valuation Bitcoin continues to defy and break most convential models across pricing, growth, trend, econometrics, epidemiological and more. Perspective and context are always valuable in these exercises especially when they can help frame it all in the same consumable dimension. Hats off to Will Woo’s continued inspirational, thoughtful and creative work: (http://charts.woobull.com/). Note: this chart is better viewed in larger size, click the button in right hand menu to enlarge. \| Keywords: realised cap, market cap, valuation, metric, deltacap, nvt, mvrv, signal, willy woo
BTC Weekly Price Changes	Paradigm	Historical Performance	7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
BVOL vs EVOL	Paradigm	Volatility	Tracking synthetic crypto volatility benchmarks and derivatives In the absence of mature futures or options markets, exchanges offering derivative and synthetics trading often benefit. Access to leverage from 100-400x on some of these trading vehicles makes them even more important to track. After all, what could possibly go wrong? \| Keywords: volatility, derivatives, bitmex, index
Crypto Index Introduction Slides	CRIX Crypto Index	research	Keywords: benchmark, performance, methodology, crix
Crypto Week in Review 8.24.2018	Satis Group	periodical	Keywords: performance
Cryptocurrencies Looking Beyond Hype	Bank Of International Settlements	research	Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
ETH Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes \| Keywords: roi, performance, returns, roi
ETH Weekly Price Changes	Paradigm	Historical Performance	7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
FCAS Report ZEC	Flipside Crypto	research	Keywords: flipside, valuation, rating, repo, github, developer, codebase
Framework for Investment Contract Analysis of Digital Assets	SEC	regulatory	https://www.sec.gov/corpfin/framework-investment-contract-analysis-digital-assets \| Keywords: sec, regulator, valuation, taxonomy, howey, framework, methodology, ico, securities, law, classification, dapp
From Hype to Reality A Taxonomy of Blockchain Applications	Karlsruthe Institute of Technology	research	Keywords: framework, classification, category, valuation, model
Global Macro Trends Cryptocurrencies	Element Group	research	Keywords: asset, management, correction, volatility, bitcoin, dispersion, futures, geopolitical
Information Content Of Pre Open Social Media For Market Returns	Pluribus Labs Research	research	Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Initial Coin Offerings	Ernst Young	regulatory	Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
Investing With Cryptocurrencies A Liquidity Constrained Approach	CRIX Crypto Index	research	Keywords: valuation, depth, order books, spread, slippage
ITIFC Index Guide	MV Index Solutions	research	The index is passive, capitalisation weighted, capped; providing a diversified, long-term and non-speculative investment approach based on a list of crypto assets from the top 30 market leaders. \| Keywords: benchmark, methodology, passive, portfolio
Leveraging the Cryptoeconomic Machine	Aenigma Capital Research	research	Keywords: valuation, token, utility, intrinsic, fundamental, velocity
MakerDAO DAI Deep Dive	51percent research	research	Keywords: maker, dai, mkr, stablecoin, cdp, valuation, governance, defi
Republic Protocol	Aenigma Capital Research	research	Keywords: valuation, republic, protocol, ren
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution	National Bureau of Economic Research	research	Keywords: valuation, analysis, modeling, portfolio management, performance
Sortino Ratio Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, risk, adjusted, volatility, excel
State of the Token Market 2017	FABRIC Ventures	research	Keywords: ico, scalability, fundraise, returns
State of the Token Market Q3 2018	FABRIC Ventures	research	Keywords: ico, scalability, fundraise, returns
Venture Fund III Conference Call Prose Combined	Pantera	research	Keywords: investing, fund, portfolio
YTD Rolling Returns - BTC, ETH vs Large & Mid Caps	Paradigm	Performance	Year to date cumulative rolling daily returns 2019 opened with Ethereum plunging over 50% before putting in a double bottom. While most highly correlated ERC20 tokens suffered equal or worse damage, BTC, large and mid cap crypto benchmarks proved more resilient. Dispersion gave way to correlation as ETH rebounded strongly heading into the summer. Note: you can use the zoom selector from the toolbox to zoom individually for each chart. \| Keywords: roi, returns, performance, ytd, cumulative, benchmark, index

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Metrics Current

A method to query data from a more advanced and comprehensive valuation metrics endpoint. Data is available for a handful of top assets where underlying chain data is substantially more available, reliable and stable. Data returned per symbol is extensive and includes market caps metrics, volatility, moving averages, transaction activity, hashrate, block metrics, NVT, MVRV, MVDV, FR, FRM, delta cap and much more. *Important note: certain ratios including Sharpe or Sortino ratios require discretionary non crypto reference data including a risk free rate (RFR). We currently use US Treasury bills and 3M LIBOR as base RFRs for comparison purposes but also backtest using our own custom crypto RFRs based off of stable coin indices as well as EURIBOR, SHIBOR, SOFR and others. Additional details about our crypto metrics can be found using our metrics-info endpoint here.

https://api.paradigmapi.com/v1/paradigm/metrics-cur

Parameter	Description	Required	Type	Example
date	Query based off of a specific value for date	false	`string`
symbol	Query based off of a specific value for symbol or symbols using csv (BTC)	false	`string`	`BTC`
price	Query based off of a specific value for price	false	`number`
marketcap	Query based off of a specific value or range for marketcap	false	`number`	`2500000000:`
marketCapAbsoluteChange	Query based off of a specific value for marketCapAbsoluteChange	false	`number`
realizedCap	Query based off of a specific value for realizedCap	false	`number`
averageCap	Query based off of a specific value for averageCap	false	`number`
deltaCap	Query based off of a specific value for deltaCap	false	`number`
exchangeVolume	Query based off of a specific value for exchangeVolume	false	`number`
adjustedTxVolume	Query based off of a specific value for adjustedTxVolume	false	`number`
medianTxValue	Query based off of a specific value for medianTxValue	false	`number`
txCount	Query based off of a specific value or range for txCount	false	`number`	`10000:400000`
activeAddresses	Query based off of a specific value for activeAddresses	false	`number`	`100000:`
paymentCount	Query based off of a specific value for paymentCount	false	`number`
MVDV	Query based off of a specific value for MVDV	false	`number`
MVRV	Query based off of a specific value for MVRV	false	`number`
nvt	Query based off of a specific value for nvt	false	`number`	`100:`
nvts	Query based off of a specific value for nvts	false	`number`
mayerMultiple	Query based off of a specific value for mayerMultiple	false	`number`
medianFee	Query based off of a specific value or range for medianFee	false	`number`	`0:0.0001`
fees	Query based off of a specific value for fees	false	`number`
FR	Query based off of a specific value for FR	false	`number`
FRM	Query based off of a specific value for FRM	false	`number`
generatedCoins	Query based off of a specific value for generatedCoins	false	`number`
inflationAnnualized	Query based off of a specific value for inflationAnnualized	false	`number`	`0.1:`
valueOfCreatedCoins	Query based off of a specific value for valueOfCreatedCoins	false	`number`
averageDifficulty	Query based off of a specific value for averageDifficulty	false	`number`
blockCount	Query based off of a specific value for blockCount	false	`number`
blockSize	Query based off of a specific value for blockSize	false	`number`
hashrate	Query based off of a specific value for hashrate	false	`number`
sharpeRatio	Query based off of a specific value for sharpeRatio	false	`number`
sortinoRatio	Query based off of a specific value for sortinoRatio	false	`number`
unrealizedPL	Query based off of a specific value for unrealizedPL	false	`number`
lastDate	Query based off of a specific value for lastDate	false	`string`
sma50	Simple moving average for the `trailing 50 periods` (usually days)	false	`number`
sma100	Simple moving average for the `trailing 100 periods` (usually days)	false	`number`
sma200	Simple moving average for the `trailing 200 periods` (usually days)	false	`number`
vol10	Query based off of a specific value for vol10	false	`number`
vol30	Query based off of a specific value for vol30	false	`number`
change1	Query based off of a specific value for change1	false	`number`
change7	Query based off of a specific value for change7	false	`number`
change30	Query based off of a specific value for change30	false	`number`
change90	Query based off of a specific value for change90	false	`number`
change365	Query based off of a specific value for change365	false	`number`

Console Examples Related Content Resources

Click to load the console!

How Do I Use This Data?

Pull data into spreadsheet templates, dashboards and models
Visualize complex data sets using our widget engine
Build data into content for websites and apps
Embed example widgets & charts into your published articles or research.
To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.

title	source	category	description
2018 Annual Letter	MultiCoin Capital	research	Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A First Econometric Analysis Of The CRIX Family	CRIX Crypto Index	research	Keywords: valuation, index, benchmark, methodology, cryptoeconomics
A First Look at the Crypto Mining Malware Ecosystem	University of Cambridge	research	Keywords: hack, attack, virus, cryptojack,
A Model of CryptoCurrencies	Princeton	academic	Keywords: model, valuation, ico, bubble
Accomplice VC Crypto Market Map	Accomplice VC	research	Keywords: venture capital, taxonomy
Accounting For Venezuelan Hyperinflation in Portfolio Risk Models	Bloomberg	research	Keywords: inflation, deflation, dictator, portfolio management
An Index For Investing In Blockchain Based Cryptocurrencies	CRIX Crypto Index	research	Keywords: benchmark, performance
Asset Highlight Ether	Cryptoscores	research	Keywords: valuation, metric, primer, smart, contract, eth, sharding, stake, consensus, return
ATR Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, range, average, excel
BAT Token ATH Comparisons	Paradigm	Historical Performance	Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. \| Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance	Paradigm	Benchmarks	Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. \| Keywords: roi, performance, returns, index
Bitcoin Economics Parts 1 2 3 5	Bitmex	research	Keywords: cryptoeconomics, valuation
Bitcoin Rolling 2019 YTD Performance	Paradigm	Performance	Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. \| Keywords: roi, returns, performance, ytd, cumulative
Bitwise Crypto Index Methodology	Bitwise	research	Keywords: framework, benchmark, model
Bitwise The Case For Diversification Within Crypto Investing	Bitwise	research	Keywords: portfolio, risk management, asset allocation, benchmark
Blockchain Adoption in Capital Markets - 2018	Greenwich Associates	research	Keywords: adoption, institutional investors,
Blockchain by Cisco Build Trust Based Business Networks	Cisco	research	Keywords: corporate, enterprise, dlt, adoption
Blockchains and the Economic Institutions of Capitalism	RMIT University	research	Keywords: disruption, cryptoeconomics, dlt, governance
Bloomberg Galaxy Crypto Index Fact Sheet	Bloomberg	research	Keywords: bcgi
Bloomberg Galaxy Crypto Index Methodology	Bloomberg	research	Keywords: bcgi, benchmark
Bloomberg Galaxy Crypto Index Rebalancing	Bloomberg	research	Keywords: bcgi
Breaking Blockchain Open	Deloitte	research	Keywords: survey, enterprise, private, adoption
BTC Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes \| Keywords: roi, performance, returns, roi
BTC Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
BTC MVRV Ratio	Paradigm	Network Value	Exploring network valuation using MVRV MVRV is a simple ratio to measure network value using a novel metric for traditional market cap called Realised Cap. MVRV = Market Cap / Realised Cap. It can be useful for getting a sense of when the exchange traded price is below “fair value” or even as an indicator for potential cycle tops and bottoms. \| Keywords: realised cap, market cap, valuation, metric
BTC Pricing Value Models	Paradigm	Network Value	Evaluating novel metrics for Bitcoin valuation Bitcoin continues to defy and break most convential models across pricing, growth, trend, econometrics, epidemiological and more. Perspective and context are always valuable in these exercises especially when they can help frame it all in the same consumable dimension. Hats off to Will Woo’s continued inspirational, thoughtful and creative work: (http://charts.woobull.com/). *Note: this chart is better viewed in larger size, click the button in right hand menu to enlarge. \| Keywords: realised cap, market cap, valuation, metric, deltacap, nvt, mvrv, signal, willy woo
BTC Weekly Price Changes	Paradigm	Historical Performance	7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
CCCAGG Data Index Methodology	Cryptocompare	research	Keywords: exchange, trading volume, benchmark
Consumer Tokens Framework Version1	Brooklyn Project	research	Keywords: taxonomy, classification
Corporate Governance for Complex Cryptocurrencies	Phillipp Hacker	research	Keywords: governance, icann, complexity theory, framework, vote
Crypto Hacktivity	Paradigm	Hacks & Attacks	Mapping historic hacking events & related malicious activity With the exception of a few ICOs and wallet services, crypto exchanges remain the biggest and arguably easiest target for hackers. The inflows and outflows are tracked in more detail every day making pattern recognition a powerful tool to monitor and recognize any slip ups or changes in behavior. Notable more recently is the ability of advanced forensic services like Chainalysis to help law enforcement identify and track down criminal activity. \| Keywords: hack, attack, theft, scam, ponzi, threat, malware, phish
Crypto Index Introduction Slides	CRIX Crypto Index	research	Keywords: benchmark, performance, methodology, crix
Crypto Utopia	Autonomous NEXT	research	Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto Week in Review 8.24.2018	Satis Group	periodical	Keywords: performance
Cryptocurrencies Venture Into The Unknown	Cambridge Associates	research	Keywords: adoption, institutional investors
Cryptocurrency Anti Money Laundering Report	Ciphertrace	research	Keywords: aml, crime, hack, bitcoin, attack, fincen, kyc, theft
CryptoUtopia	Autonomous NEXT	research	Keywords: venture capital, ico, hype, taxonomy
Cyber Attack Preparing for the Inevitable	DTCC	research	Keywords: custody, dtcc, clearing, hack, threat, attack
Discovering Bitcoins Network Topology Using Orphan Transactions	DTR Research	academic	Keywords: fairness, robustness, network, attack, eclipse
Distributed Ledger Technology Beyond Blockchain	UK Office for Science	research	Keywords: disrupt, policy, innovation, labor force, adoption, socioeconomics
Emerging Markets Bitcoin Volumes	Paradigm	Global Adoption	Tracking Bitcoin activity and usage in volatile emerging markets While growth trends of Bitcoin usage in emerging markets are more difficult to discern than the headlines would indicate, the clearest activity patterns emerge as spikes in reaction to local regulatory announcements. The explosion of volume in China immediately prior to and following the Chinese government’s announcement banning all ICO related activity in early September of 2017 is perhaps the most notable. \| Keywords: local, venezuela, iran, brazil, south africa, brl, fiat, embargo, sanction, adoption, inflation, vef, monetary policy, china
ETH Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes \| Keywords: roi, performance, returns, roi
ETH Weekly Price Changes	Paradigm	Historical Performance	7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
FCAS Report ZEC	Flipside Crypto	research	Keywords: flipside, valuation, rating, repo, github, developer, codebase
Framework for Investment Contract Analysis of Digital Assets	SEC	regulatory	https://www.sec.gov/corpfin/framework-investment-contract-analysis-digital-assets \| Keywords: sec, regulator, valuation, taxonomy, howey, framework, methodology, ico, securities, law, classification, dapp
From Hype to Reality A Taxonomy of Blockchain Applications	Karlsruthe Institute of Technology	research	Keywords: framework, classification, category, valuation, model
Game Theory How to Destroy Bitcoin	Bletchley	academic	Keywords: network, attack, blockchain, selfish, stubborn, mining, 51, percent, academic
GDAX Digital Asset Framework	GDAX	research	Keywords: exchange, taxonomy, qualifications
Guidance on Cryptoassets	UK FCA	regulatory	This paper looks at where cryptoassets would be considered ‘Specified Investments’ under the Regulated Activities Order (RAO),3 ‘Financial Instruments’ such as ‘Transferable Securities’ under the Markets in Financial Instruments Directive II (MiFID II),4 or captured under the Payment Services Regulations (PSRs), 5 or the E-Money Regulations (EMRs).6 It also covers where cryptoassets would not be considered ‘Specified Investments’ under the RAO. \| Keywords: mifid, rao, securities, regulation, classification, oversight, taxonomy
Historical PoW Inflation Trends	Paradigm	Inflation	Comparing historical relative inflation trends for large cap assets Unlike conventional inflation measures including CPI, there is no central bank authority dictating, controlling or manipulating the target rate. Instead it is often set from genesis, defined in the governance protocol or established inside a dynamic decision making framework. Venezuela is a tragic reminder to carefully consider the difference between bankers & politicians vs. mathematical code. \| Keywords: emission, supply, inflation, deflation, disinflation
Immaturity of Tokenized Value Capture Mechanisms	Felipe Gaucho Pereira	research	There’s a good degree of consensus around the overvaluation of assets in the market; a lot of decent discussions around valuation methodologies aiming to frame the madness; but not much rational talk about the root issue: do cryptoassets really capture the value of something, at all? \| Keywords: intrinsic, accretion, creation, wealth, definition
Information Content Of Pre Open Social Media For Market Returns	Pluribus Labs Research	research	Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Initial Coin Offerings	Ernst Young	regulatory	Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
Investing With Cryptocurrencies A Liquidity Constrained Approach	CRIX Crypto Index	research	Keywords: valuation, depth, order books, spread, slippage
ITIFC Index Guide	MV Index Solutions	research	The index is passive, capitalisation weighted, capped; providing a diversified, long-term and non-speculative investment approach based on a list of crypto assets from the top 30 market leaders. \| Keywords: benchmark, methodology, passive, portfolio
Its Time to Strengthen the Regulations of Cryptoassets	Brookings Institute	research	Keywords: framework, law, regulator, oversight, transparency
Large Scale Cyber Attacks on the Financial System	DTCC	research	Keywords: custody, dtcc, clearing, hack, attack
Leveraging the Cryptoeconomic Machine	Aenigma Capital Research	research	Keywords: valuation, token, utility, intrinsic, fundamental, velocity
MACD Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, average, convergence, divergence, excel
MakerDAO DAI Deep Dive	51percent research	research	Keywords: maker, dai, mkr, stablecoin, cdp, valuation, governance, defi
Network Value Aggregate Fee Ratio	CryptoChat	research	Keywords: nvafr, security, inflation, btc, eth, ltc, xmr, dcr, bch, xrp
NVT Ratio Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, network, transaction, excel
PoW Inflation Rates	Paradigm	Inflation	Comparing relative inflation rates for large cap assets Inflation or ‘emission’ rates are an important dynamic in crypto asset valuation and can vary significantly across different consensus protocols and networks. \| Keywords: emission, supply, inflation, deflation, disinflation
Price Predictions	Cryptosheets	model	Keywords: metrics, indicators, forecast, excel
Pricing Cryptocurrency Options The Case Of CRIX And Bitcoin	CRIX Crypto Index	research	Keywords: derviatives, options, analysis, hedge, index, benchmark
Principles for Financial Benchmarks	ISCO	research	This Report, which has been prepared by the IOSCO Board Level Task Force on Financial Market Benchmarks (Task Force), sets out IOSCO’s final Principles on Financial Benchmarks. The Task Force was created in light of investigations and enforcement actions regarding attempted manipulation of major interest rate Benchmarks and the fragility and integrity of their use and their impact on the real economy. \| Keywords: methodology, framework, index, reference rates, libor, manipulation
Proposed Framework for Crypto Asset Trading Platforms	Joint Canadian Securities Administrators	regulatory	Keywords: policy, regulation, clearing, oversight, law, integration
Proposed Framework for Crypto-Asset Trading Platforms	Joint Canadian Securities Administrators	regulatory	The purpose of this joint CSA/IIROC Consultation Paper (the Consultation Paper) is to seek feedback from the financial technology (fintech) community, market participants, investors and other stakeholders on how requirements may be tailored for Platforms operating in Canada whose operations engage securities law. We intend to use this feedback to establish a framework that provides regulatory clarity to Platforms, addresses risks to investors and creates greater market integrity. \| Keywords: canada, investment industry, regulatory, framework, consultation, trading, advisory, exchanges
Regulate or Not Overview Cryptographic Assets With Simultaneous Economic Properties	Bravenewcoin	research	Keywords: bitcoin, blockchain, dlt, taxonomy, classification, investment, managers, use, case, protocol, tokens, basket, index, commodities, store, value
Republic Protocol	Aenigma Capital Research	research	Keywords: valuation, republic, protocol, ren
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution	National Bureau of Economic Research	research	Keywords: valuation, analysis, modeling, portfolio management, performance
RSI ATR MACD Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, strength, technical, excel
Scalability Interoperability and Sustainability of Blockchains	European Union Blockchain Forum	research	we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. \| Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Scenario Timelines - Large Cap vs. Mid Cap	Paradigm	Scenario	Comparing performance of benchmarks through various impact event scenarios Scenario analysis can be a valuable risk management tool, especially when robust data provides more accurate and statistically significant insights. While shorter on an absolute basis, the crypto timeline accelerates at a velocity with no precedent. Our crypto events database provides a rich scenario backdrop against which to build and calibrate our risk models. \| Keywords: benchmark, scenario, events, stress
Secular Themes & Trends	Paradigm	Capital Markets Volatility	Secular Themes & Trends 120yr Look Back at the Capital Markets Economy \| Keywords: inflation, sp500, interest rates, cpi, ust, capital markets
Some Simple Economics Of The Blockchain	MIT	research	Keywords: cryptoeconomics
Sortino Ratio Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, risk, adjusted, volatility, excel
Taxonomy Of Blockchain Tech Principles Of Identification And Classification	Center for Blockchain Technologies	research	Keywords: immutable, identification, taxonomy, framework, org structure, governance
The Brooklyn Project	Brooklyn Project	research	Keywords: taxonomy, classification
The Brooklyn Project Framework Version 1	Brooklyn Project	research	Keywords: taxonomy, classification
Token Mania	Autonomous NEXT	research	Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Volatility Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, vol, deviation, historical, excel

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Volatility

A method to query current and historical volatility data. The volatility endpoint serves data on thousands of unique crypto assets. Data returned includes multi-period realized volatility, pctChg, short vs long term trends, relative metric rankings, volatility curve slopes, inverted status and more.

https://api.paradigmapi.com/v1/paradigm/volatility

Parameter	Description	Required	Type
datetimeUTC	Date as the coordinated universal time (UTC) convention	false	`string`
slug	`Unique identifier` for the asset or symbol	false	`string`
symbol	`Symbol of the asset`	false	`string`
name	`Name of the asset`	false	`string`
price	`Close price`	false	`number`
change1	Percent Change for the trailing `1 periods` (usually days)	false	`number`
change5	Percent Change for the trailing `5 periods` (usually days)	false	`number`
change7	Percent Change for the trailing `7 periods` (usually days)	false	`number`
change10	Percent Change for the trailing `10 periods` (usually days)	false	`number`
change20	Percent Change for the trailing `20 periods` (usually days)	false	`number`
change30	Percent Change for the trailing `30 periods` (usually days)	false	`number`
change50	Percent Change for the trailing `50 periods` (usually days)	false	`number`
change90	Percent Change for the trailing `90 periods` (usually days)	false	`number`
change180	Percent Change for the trailing `180 periods` (usually days)	false	`number`
change365	Percent Change for the trailing `365 periods` (usually days)	false	`number`
pctChgSpread	`Absolute difference` between the `smallest and largest percent change over all periods`	false	`number`
allPeriodTrend	`Trend` direction of `Percent Change across all given periods`	false	`string`
rankPctChg1D	`Absolute rank of the 1 period percent change` for the given asset	false	`number`
rankPctChg5D	`Absolute rank of the 5 period percent change` for the given asset	false	`number`
rankPctChg7D	`Absolute rank of the 7 period percent change` for the given asset	false	`number`
rankPctChg30D	`Absolute rank of the 30 period percent change` for the given asset	false	`number`
rankPctChg90D	`Absolute rank of the 90 period percent change` for the given asset	false	`number`
rankPctChg365D	`Absolute rank of the 365 period percent change` for the given asset	false	`number`
vol5	Volatility for the `trailing 5 periods` (usually days)	false	`number`
vol7	Volatility for the `trailing 7 periods` (usually days)	false	`number`
vol10	Volatility for the `trailing 10 periods` (usually days)	false	`number`
vol20	Volatility for the `trailing 20 periods` (usually days)	false	`number`
vol30	Volatility for the `trailing 30 periods` (usually days)	false	`number`
vol50	Volatility for the `trailing 50 periods` (usually days)	false	`number`
volSpread5Dv50D	`Spread between short and long term volatility` (5D) - (50D)	false	`number`
volCurveInverted	Describes if the `volatility curve is inverted`	false	`number`
volCurveSlope	`Slope of the volatility curve` (long term) - (short term)	false	`number`
curveSlope	`Slope of the volatility curve`	false	`string`
rankVol5D	Absolute `rank of 5 period trailing volatility`	false	`number`
rankVol10D	Absolute `rank of 10 period trailing volatility`	false	`number`
rankVol30D	Absolute `rank of 30 period trailing volatility`	false	`number`
rankVol50D	Absolute `rank of 50 period trailing volatility`	false	`number`
rankVolSpread5Dv50D	Absolute `rank of spread between short and long term volatility` (5D) - (50D)	false	`number`
rankVolCurveSlope	Absolute `rank of slope of the volatility curve` (long term) - (short term)	false	`number`
var5	Variance for the `trailing 5 periods` (usually days)	false	`number`
var7	Variance for the `trailing 7 periods` (usually days)	false	`number`
var10	Variance for the `trailing 10 periods` (usually days)	false	`number`
var20	Variance for the `trailing 20 periods` (usually days)	false	`number`
var30	Variance for the `trailing 30 periods` (usually days)	false	`number`
var50	Variance for the `trailing 50 periods` (usually days)	false	`number`
rankVar5D	Absolute `rank of 5 period trailing variance`	false	`number`
rankVar7D	Absolute `rank of 7 period trailing variance`	false	`number`
rankVar10D	Absolute `rank of 10 period trailing variance`	false	`number`
rankVar20D	Absolute `rank of 20 period trailing variance`	false	`number`
rankVar30D	Absolute `rank of 30 period trailing variance`	false	`number`
rankVar50D	Absolute `rank of 50 period trailing variance`	false	`number`

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Pull data into spreadsheet templates, dashboards and models
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Embed example widgets & charts into your published articles or research.
To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.

title	source	category	description
2018 Annual Letter	MultiCoin Capital	research	Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A Look into the Crypto Options Market	Skew Research	research	Keywords: derivatives, hedge, leverage
Bitcoin Futures Trading Review Q1 2018	Element Group	research	Keywords: curve, spot, cme, cboe
Bitcoin Futures Volumes	Paradigm	Derivatives	Tracking activity, volumes and positioning in regulated crypto futures markets The introduction of regulated futures markets for Bitcoin was a widely anticipated and overhyped event. Difficult to argue there was no impact on the price from the introduction of a derivative instrument designed to provide traders with the ability to short and bet against the price of Bitcoin. As markets mature, the ability to hedge using futures will likely see the overall market continue to grow. \| Keywords: cme, derivatives, futures, contract, swap, options, hedge, institutional, cftc, cboe, trading, volume
BVOL vs EVOL	Paradigm	Volatility	Tracking synthetic crypto volatility benchmarks and derivatives In the absence of mature futures or options markets, exchanges offering derivative and synthetics trading often benefit. Access to leverage from 100-400x on some of these trading vehicles makes them even more important to track. After all, what could possibly go wrong? \| Keywords: volatility, derivatives, bitmex, index
Crypto Lending Markets Overview	ICORating	research	Keywords: borrow, margin, loan, derivatives, leverage
Crypto Sentiment Study	Coindesk	research	Keywords: survey, investment, risk, bitcoin, trust
Cryptocurrencies Looking Beyond Hype	Bank Of International Settlements	research	Keywords: crypto, blockchain, ledger, cbdc, regulation, volatility, mining, ico
Customer Advisory Use Caution Buying Digital Coins Tokens	CFTC	regulatory	Keywords: regulation, ico, fraud, risk
Digital Asset Lending Via Open Protocols	Bloqboard Research	research	Keywords: borrow, dapp, derivatives
Global Benchmark Transition Report	ISDA	research	Keywords: derivatives, rfr, reference rate, libor, sofr
Global Macro Trends Cryptocurrencies	Element Group	research	Keywords: asset, management, correction, volatility, bitcoin, dispersion, futures, geopolitical
LabCFTC Primer Smart Contracts	CFTC	regulatory	Keywords: regulation, compliance, smart, contract, risk, case, governance
LabCFTC Primer Virtual Currencies	CFTC	regulatory	Keywords: regulation, ico, fraud, risk
Lending Block LND	Picolo Research	research	Keywords: ico, derivatives, borrow
SEC rejection of NYSE ProShares Direxion Futures Based BTC ETF	SEC	regulatory	Keywords: etf, sec, approval, derivatives
Sortino Ratio Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, risk, adjusted, volatility, excel
Thematic Insights Decentralized Finance DeFi	Delphi Digital	research	Keywords: defi, dex, dao, dharma, derivatives, margin, prediction

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CHECK API STATUS

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Metrics Info

A method to query our valuation metrics library. We maintain a growing reference for novel crypto specific metrics including creator, type, examples, scenarios, formulas, required input data, links to original methodologies and more. If you’re looking for the actual underlying metric data fully calculated and served, check out our Metrics endpoints in the Datasets category. If you dont see it, chances are we still have it so please contact us.

https://api.paradigmapi.com/v1/paradigm/metrics-info

Parameter	Description	Required	Type	Example
name	Query based off of a specific value for name	false	`string`	`Livliness Measure`
description	Query based off of a specific value for description	false	`string`
type	Query based off of a specific value for type	false	`string`	`threat surface`
calcType	Query based off of a specific value for calcType	false	`string`	`ratio`
inputs	Query based off of a specific value for inputs	false	`string`	`hash rate`
notes	Query based off of a specific value for notes	false	`string`
outputs	Query based off of a specific value for outputs	false	`string`	`NVT Ratio`
refUrl1	Query based off of a specific value for refUrl1	false	`string`	`http://charts.woobull.com/bitcoin-nvt-ratio`
refUrl2	Query based off of a specific value for refUrl2	false	`string`
scenario	Query based off of a specific value for scenario	false	`string`	`holder concentration`

Console Examples Related Content Resources

Click to load the console!

How Do I Use This Data?

Pull data into spreadsheet templates, dashboards and models
Visualize complex data sets using our widget engine
Build data into content for websites and apps
Embed example widgets & charts into your published articles or research.
To learn more about this data and see additional real-world applications, check out our gallery using the explorer here.

View related content from our libraries including research, visuals, datasets, templates and similar API endpoints.

title	source	category	description
2018 Annual Letter	MultiCoin Capital	research	Keywords: performance, selling, retail, investor, attacks, mining, volatility, infrastructure, defi, scaling, layer
A First Econometric Analysis Of The CRIX Family	CRIX Crypto Index	research	Keywords: valuation, index, benchmark, methodology, cryptoeconomics
A First Look at the Crypto Mining Malware Ecosystem	University of Cambridge	research	Keywords: hack, attack, virus, cryptojack,
A Model of CryptoCurrencies	Princeton	academic	Keywords: model, valuation, ico, bubble
Accomplice VC Crypto Market Map	Accomplice VC	research	Keywords: venture capital, taxonomy
Accounting For Venezuelan Hyperinflation in Portfolio Risk Models	Bloomberg	research	Keywords: inflation, deflation, dictator, portfolio management
An Index For Investing In Blockchain Based Cryptocurrencies	CRIX Crypto Index	research	Keywords: benchmark, performance
Asset Highlight Ether	Cryptoscores	research	Keywords: valuation, metric, primer, smart, contract, eth, sharding, stake, consensus, return
ATR Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, range, average, excel
BAT Token ATH Comparisons	Paradigm	Historical Performance	Comparing the listed ATH prices for the same token from multiple industry providers The disparities in what is referred to or reported as the ‘all time high/low’ price for even larger cap more well known tokens can be so wide in come cases it’s hard to believe. \| Keywords: all time, ath, atl, performance, brave
Benchmark Relative Performance	Paradigm	Benchmarks	Comparing trailing returns for crypto benchmarks across large cap, small cap and type Perspective and context are the most important variables when analyzing benchmark performance in crypto. Any relative returns or relative value analysis should employ multi-period overlays to allow a more balanced view of short term price action vs long term price trends. \| Keywords: roi, performance, returns, index
Bitcoin Economics Parts 1 2 3 5	Bitmex	research	Keywords: cryptoeconomics, valuation
Bitcoin Rolling 2019 YTD Performance	Paradigm	Performance	Year to date cumulative rolling daily returns for BTC Short term market moves can often mask a broader dispersion pattern in returns across crypto assets. Bitcoin’s ‘dominance’ makes it easy to forget what trends may be developing under the surface. Rolling cumulative returns vs daily moves also support Tom Lee’s thesis that the majority of gains for BTC are made in less than 2 weeks every year. \| Keywords: roi, returns, performance, ytd, cumulative
Bitwise Crypto Index Methodology	Bitwise	research	Keywords: framework, benchmark, model
Bitwise The Case For Diversification Within Crypto Investing	Bitwise	research	Keywords: portfolio, risk management, asset allocation, benchmark
Blockchain Adoption in Capital Markets - 2018	Greenwich Associates	research	Keywords: adoption, institutional investors,
Blockchain by Cisco Build Trust Based Business Networks	Cisco	research	Keywords: corporate, enterprise, dlt, adoption
Blockchains and the Economic Institutions of Capitalism	RMIT University	research	Keywords: disruption, cryptoeconomics, dlt, governance
Bloomberg Galaxy Crypto Index Fact Sheet	Bloomberg	research	Keywords: bcgi
Bloomberg Galaxy Crypto Index Methodology	Bloomberg	research	Keywords: bcgi, benchmark
Bloomberg Galaxy Crypto Index Rebalancing	Bloomberg	research	Keywords: bcgi
Breaking Blockchain Open	Deloitte	research	Keywords: survey, enterprise, private, adoption
BTC Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes \| Keywords: roi, performance, returns, roi
BTC Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes Monthly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
BTC MVRV Ratio	Paradigm	Network Value	Exploring network valuation using MVRV MVRV is a simple ratio to measure network value using a novel metric for traditional market cap called Realised Cap. MVRV = Market Cap / Realised Cap. It can be useful for getting a sense of when the exchange traded price is below “fair value” or even as an indicator for potential cycle tops and bottoms. \| Keywords: realised cap, market cap, valuation, metric
BTC Pricing Value Models	Paradigm	Network Value	Evaluating novel metrics for Bitcoin valuation Bitcoin continues to defy and break most convential models across pricing, growth, trend, econometrics, epidemiological and more. Perspective and context are always valuable in these exercises especially when they can help frame it all in the same consumable dimension. Hats off to Will Woo’s continued inspirational, thoughtful and creative work: (http://charts.woobull.com/). *Note: this chart is better viewed in larger size, click the button in right hand menu to enlarge. \| Keywords: realised cap, market cap, valuation, metric, deltacap, nvt, mvrv, signal, willy woo
BTC Weekly Price Changes	Paradigm	Historical Performance	7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
CCCAGG Data Index Methodology	Cryptocompare	research	Keywords: exchange, trading volume, benchmark
Consumer Tokens Framework Version1	Brooklyn Project	research	Keywords: taxonomy, classification
Corporate Governance for Complex Cryptocurrencies	Phillipp Hacker	research	Keywords: governance, icann, complexity theory, framework, vote
Crypto Hacktivity	Paradigm	Hacks & Attacks	Mapping historic hacking events & related malicious activity With the exception of a few ICOs and wallet services, crypto exchanges remain the biggest and arguably easiest target for hackers. The inflows and outflows are tracked in more detail every day making pattern recognition a powerful tool to monitor and recognize any slip ups or changes in behavior. Notable more recently is the ability of advanced forensic services like Chainalysis to help law enforcement identify and track down criminal activity. \| Keywords: hack, attack, theft, scam, ponzi, threat, malware, phish
Crypto Index Introduction Slides	CRIX Crypto Index	research	Keywords: benchmark, performance, methodology, crix
Crypto Utopia	Autonomous NEXT	research	Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Crypto Week in Review 8.24.2018	Satis Group	periodical	Keywords: performance
Cryptocurrencies Venture Into The Unknown	Cambridge Associates	research	Keywords: adoption, institutional investors
Cryptocurrency Anti Money Laundering Report	Ciphertrace	research	Keywords: aml, crime, hack, bitcoin, attack, fincen, kyc, theft
CryptoUtopia	Autonomous NEXT	research	Keywords: venture capital, ico, hype, taxonomy
Cyber Attack Preparing for the Inevitable	DTCC	research	Keywords: custody, dtcc, clearing, hack, threat, attack
Discovering Bitcoins Network Topology Using Orphan Transactions	DTR Research	academic	Keywords: fairness, robustness, network, attack, eclipse
Distributed Ledger Technology Beyond Blockchain	UK Office for Science	research	Keywords: disrupt, policy, innovation, labor force, adoption, socioeconomics
Emerging Markets Bitcoin Volumes	Paradigm	Global Adoption	Tracking Bitcoin activity and usage in volatile emerging markets While growth trends of Bitcoin usage in emerging markets are more difficult to discern than the headlines would indicate, the clearest activity patterns emerge as spikes in reaction to local regulatory announcements. The explosion of volume in China immediately prior to and following the Chinese government’s announcement banning all ICO related activity in early September of 2017 is perhaps the most notable. \| Keywords: local, venezuela, iran, brazil, south africa, brl, fiat, embargo, sanction, adoption, inflation, vef, monetary policy, china
ETH Monthly Price Changes	Paradigm	Historical Performance	30D price percentage changes \| Keywords: roi, performance, returns, roi
ETH Weekly Price Changes	Paradigm	Historical Performance	7D price percentage changes Weekly performance over a longer period of time often reveals more coherent trends while also allowing for more apples to apples comparisons with capital markets asset like commodities or equities. It can also provide better context for actual price changes relative to confusing headlines and social media narratives. \| Keywords: roi, performance, returns, roi
FCAS Report ZEC	Flipside Crypto	research	Keywords: flipside, valuation, rating, repo, github, developer, codebase
Framework for Investment Contract Analysis of Digital Assets	SEC	regulatory	https://www.sec.gov/corpfin/framework-investment-contract-analysis-digital-assets \| Keywords: sec, regulator, valuation, taxonomy, howey, framework, methodology, ico, securities, law, classification, dapp
From Hype to Reality A Taxonomy of Blockchain Applications	Karlsruthe Institute of Technology	research	Keywords: framework, classification, category, valuation, model
Game Theory How to Destroy Bitcoin	Bletchley	academic	Keywords: network, attack, blockchain, selfish, stubborn, mining, 51, percent, academic
GDAX Digital Asset Framework	GDAX	research	Keywords: exchange, taxonomy, qualifications
Guidance on Cryptoassets	UK FCA	regulatory	This paper looks at where cryptoassets would be considered ‘Specified Investments’ under the Regulated Activities Order (RAO),3 ‘Financial Instruments’ such as ‘Transferable Securities’ under the Markets in Financial Instruments Directive II (MiFID II),4 or captured under the Payment Services Regulations (PSRs), 5 or the E-Money Regulations (EMRs).6 It also covers where cryptoassets would not be considered ‘Specified Investments’ under the RAO. \| Keywords: mifid, rao, securities, regulation, classification, oversight, taxonomy
Historical PoW Inflation Trends	Paradigm	Inflation	Comparing historical relative inflation trends for large cap assets Unlike conventional inflation measures including CPI, there is no central bank authority dictating, controlling or manipulating the target rate. Instead it is often set from genesis, defined in the governance protocol or established inside a dynamic decision making framework. Venezuela is a tragic reminder to carefully consider the difference between bankers & politicians vs. mathematical code. \| Keywords: emission, supply, inflation, deflation, disinflation
Immaturity of Tokenized Value Capture Mechanisms	Felipe Gaucho Pereira	research	There’s a good degree of consensus around the overvaluation of assets in the market; a lot of decent discussions around valuation methodologies aiming to frame the madness; but not much rational talk about the root issue: do cryptoassets really capture the value of something, at all? \| Keywords: intrinsic, accretion, creation, wealth, definition
Information Content Of Pre Open Social Media For Market Returns	Pluribus Labs Research	research	Keywords: sentiment, social media, algo trading, performance, indicators, twitter
Initial Coin Offerings	Ernst Young	regulatory	Keywords: blockchain, ico, smart, contract, token, valuation, security, regulation
Investing With Cryptocurrencies A Liquidity Constrained Approach	CRIX Crypto Index	research	Keywords: valuation, depth, order books, spread, slippage
ITIFC Index Guide	MV Index Solutions	research	The index is passive, capitalisation weighted, capped; providing a diversified, long-term and non-speculative investment approach based on a list of crypto assets from the top 30 market leaders. \| Keywords: benchmark, methodology, passive, portfolio
Its Time to Strengthen the Regulations of Cryptoassets	Brookings Institute	research	Keywords: framework, law, regulator, oversight, transparency
Large Scale Cyber Attacks on the Financial System	DTCC	research	Keywords: custody, dtcc, clearing, hack, attack
Leveraging the Cryptoeconomic Machine	Aenigma Capital Research	research	Keywords: valuation, token, utility, intrinsic, fundamental, velocity
MACD Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, average, convergence, divergence, excel
MakerDAO DAI Deep Dive	51percent research	research	Keywords: maker, dai, mkr, stablecoin, cdp, valuation, governance, defi
Network Value Aggregate Fee Ratio	CryptoChat	research	Keywords: nvafr, security, inflation, btc, eth, ltc, xmr, dcr, bch, xrp
NVT Ratio Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, network, transaction, excel
PoW Inflation Rates	Paradigm	Inflation	Comparing relative inflation rates for large cap assets Inflation or ‘emission’ rates are an important dynamic in crypto asset valuation and can vary significantly across different consensus protocols and networks. \| Keywords: emission, supply, inflation, deflation, disinflation
Price Predictions	Cryptosheets	model	Keywords: metrics, indicators, forecast, excel
Pricing Cryptocurrency Options The Case Of CRIX And Bitcoin	CRIX Crypto Index	research	Keywords: derviatives, options, analysis, hedge, index, benchmark
Principles for Financial Benchmarks	ISCO	research	This Report, which has been prepared by the IOSCO Board Level Task Force on Financial Market Benchmarks (Task Force), sets out IOSCO’s final Principles on Financial Benchmarks. The Task Force was created in light of investigations and enforcement actions regarding attempted manipulation of major interest rate Benchmarks and the fragility and integrity of their use and their impact on the real economy. \| Keywords: methodology, framework, index, reference rates, libor, manipulation
Proposed Framework for Crypto Asset Trading Platforms	Joint Canadian Securities Administrators	regulatory	Keywords: policy, regulation, clearing, oversight, law, integration
Proposed Framework for Crypto-Asset Trading Platforms	Joint Canadian Securities Administrators	regulatory	The purpose of this joint CSA/IIROC Consultation Paper (the Consultation Paper) is to seek feedback from the financial technology (fintech) community, market participants, investors and other stakeholders on how requirements may be tailored for Platforms operating in Canada whose operations engage securities law. We intend to use this feedback to establish a framework that provides regulatory clarity to Platforms, addresses risks to investors and creates greater market integrity. \| Keywords: canada, investment industry, regulatory, framework, consultation, trading, advisory, exchanges
Regulate or Not Overview Cryptographic Assets With Simultaneous Economic Properties	Bravenewcoin	research	Keywords: bitcoin, blockchain, dlt, taxonomy, classification, investment, managers, use, case, protocol, tokens, basket, index, commodities, store, value
Republic Protocol	Aenigma Capital Research	research	Keywords: valuation, republic, protocol, ren
Risks And Returns Of Cryptocurrency Risk Reward Factor Attribution	National Bureau of Economic Research	research	Keywords: valuation, analysis, modeling, portfolio management, performance
RSI ATR MACD Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, strength, technical, average, convergence, divergence, excel
RSI Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, strength, technical, excel
Scalability Interoperability and Sustainability of Blockchains	European Union Blockchain Forum	research	we take a look at the current and likely future state of blockchain in Europe through the lens of large-scale blockchain platforms. Along the way we ask ourselves what factors, technical and organisational, are likely to shape how platforms develop, and make some observations and recommendations for entrepreneurs and policy makers about best practice. \| Keywords: adoption, integration, enterprise, scale, permissioned, ramp
Scenario Timelines - Large Cap vs. Mid Cap	Paradigm	Scenario	Comparing performance of benchmarks through various impact event scenarios Scenario analysis can be a valuable risk management tool, especially when robust data provides more accurate and statistically significant insights. While shorter on an absolute basis, the crypto timeline accelerates at a velocity with no precedent. Our crypto events database provides a rich scenario backdrop against which to build and calibrate our risk models. \| Keywords: benchmark, scenario, events, stress
Secular Themes & Trends	Paradigm	Capital Markets Volatility	Secular Themes & Trends 120yr Look Back at the Capital Markets Economy \| Keywords: inflation, sp500, interest rates, cpi, ust, capital markets
Some Simple Economics Of The Blockchain	MIT	research	Keywords: cryptoeconomics
Sortino Ratio Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, risk, adjusted, volatility, excel
Taxonomy Of Blockchain Tech Principles Of Identification And Classification	Center for Blockchain Technologies	research	Keywords: immutable, identification, taxonomy, framework, org structure, governance
The Brooklyn Project	Brooklyn Project	research	Keywords: taxonomy, classification
The Brooklyn Project Framework Version 1	Brooklyn Project	research	Keywords: taxonomy, classification
Token Mania	Autonomous NEXT	research	Keywords: crypto, ico, token, regulatory, venture, fork, hack, fund, taxonomy
Volatility Spreadsheet	Cryptosheets	model	Keywords: metrics, indicators, vol, deviation, historical, excel

View additional resources including FAQs, tutorials, sample templates, models and pricing information.

CHECK API STATUS

See statistics on the current and recent status of this API endpoint here.
HELP & TUTORIALS

Learn more about how to use this endpoint from tutorials, FAQs and examples.
PRICING & ACCESS

See pricing details for this endpoint including rate limits, account subscriptions, custom bulk data access and more here.

Have Questions? Contact us here.

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