TradFi on Crypto Exchanges

Traditional-asset activity is separated into Real Equity, Tokenized Spot, TradFi Perps and CFD / Broker products before any aggregation. The main dashboard currently focuses on publicly verifiable venue data.

LAST UPDATED04 Nov, 04:57:50 SGTAuto-refresh on request
Partial coverageCoinbase INTX: 502 Bad Gateway · OKX 24H volume: 184 contracts reconstructed, 143 unavailable
TradFi Perps 24H Volume$30.09BPerpetual/futures layer only
TradFi Perps Open Interest$12.86BPerpetual/futures layer only
TradFi Perp Instruments2,098Explicitly mapped contracts
TradFi Perp Venues7 venuesNo Real Equity / Tokenized Spot / CFD mixing

Duo Research Indices

2026 YTD · public historical APIs · no synthetic backfill

Duo TradFi Activity Momentum

2026 YTD
Median underlying momentum after cross-venue aggregation; fixed core basket, no current-volume selection · 31 historical venue-instrument series · Binance / Bitget / Bybit
Methodology

Duo TradFi Participation Breadth

2026 YTD
Share of fixed core underlyings with positive 7D-vs-30D turnover momentum; each underlying equal-weighted
Methodology

Duo Cross-Venue Price Dispersion

2026 YTD
Median same-underlying close-price dispersion across 2+ venues · basis points · contract-unit mismatches excluded
Methodology

Duo Cross-Venue Funding Stress

2026 YTD
8H-normalized absolute funding · venue-first aggregation · rolling 60-day percentile · Binance / Bitget / Bybit / OKX · 42 venue-instrument series · 80+ = elevated
Methodology

Duo Market Regime Quadrant

OVERHEATED EXPANSION
Four-factor regime model · X = Activity Momentum + Participation Breadth · Y = Funding Stress + Price Dispersion percentile · 7D EMA · 60-day trail
Methodology

Duo TradFi Penetration Ratio

CURRENT
TradFi Perps 24H turnover ÷ same-venue total perpetual turnover · direct venue APIs only
Methodology

Live Cross-Venue Dislocation Radar

LIVE
Peak-to-peak last-price dispersion for the same canonical underlying across 2+ venues · >25% unit mismatches excluded
Methodology

Real Equity Access

Direct stock / ETF brokerage only · platform client volume remains private unless venue-published

Duo Brokerage Access Index

0–100
Composite score only. Internally: 65% Access + 35% Usability, where Usability = 100 − Friction. Access and Friction are methodology layers, not standalone headline indices.
Methodology

Published Real Equity Coverage

CURRENT
Venue-published minimum/approximate securities counts; region-dependent. Gemini publishes 'thousands' without a precise count and is excluded from this bar chart.

BAI Decomposition

ACCESS + FRICTION
VenueBAIAccessFrictionCoverage24/5FractionalFundingTransferLendingOwnershipGeo FrictionTransfer Friction
BinanceFull-stack86963426/3015/1510/1015/1515/155/510/108/2510/20
Crypto.comAdvanced801005630/3015/1510/1015/1515/155/510/1022/2518/20
BitgetAdvanced79883930/3015/1510/1015/158/150/510/1010/258/20
CoinbaseAdvanced79853320/3015/1510/1015/1515/150/510/1012/255/20
KrakenAdvanced76955830/3015/1510/1010/1515/155/510/1020/2515/20
GeminiDeveloping48617516/3015/1510/1010/150/150/510/1022/2520/20
BAI = 65% Access + 35% (100 − Friction) · detailed penalty rules remain in MethodologyMethodology

Real Equity Access Matrix

6 VENUES
VenueCoverage24/5FractionalMinimumFunding RailTransferLending
Binance7,000+YesYes$5USDC; BNB / USDT / U / USD1 can auto-convertIn / OutVerified
Bitget10,000+YesYes~$10 / 0.0001 shareUSDC Stock+ sub-account; crypto can be converted to USDCIn onlyNot verified
Kraken11,000+YesYesVaries by symbolBrokerage cash rails; stocks and crypto managed in one appIn / OutVerified
Coinbase~4,000 UK; thousands U.S.YesYes$1 / £1USD / USDC from one Coinbase accountIn / OutNot verified
Crypto.com12,000+YesYesNo minimum deposit; fractional availableBank / card / Apple Pay / Google Pay / cryptoIn / OutVerified
GeminiThousandsYesYesNot publicly standardizedBrokerage funding inside Gemini appNoNot verified
Official venue product pages · as of 18 Sep 2026Methodology

Real Equity Brokerage Structure

Ownership / clearing / regional access · no tokenized spot or CFD products
VenueBrokerage / ownership structureRegionsSource status
BinanceDirect listed stocks/ETFs; beneficial ownership through regulated brokerage / clearing railsEligible global markets; jurisdiction dependentOfficial public sourceBinance Stocks official pages; DTC transfer-in/out and FPSL verified Aug 2026
BitgetReal U.S. securities held through compliant brokers; full shareholder rightsEligible markets; jurisdiction dependentOfficial public sourceBitget Stock+ official pages; inbound stock transfer, 24/5 and shareholder rights verified
KrakenKraken Securities LLC brokerage; direct securities, separate from xStocksEligible U.S. states (except NY and ME) and supported EEA marketsOfficial public sourceKraken Stocks official pages; U.S. and listed EEA eligibility updated from Aug 18, 2026 support notice. Transfer fees and lending depend on product and geography.
CoinbaseCoinbase Capital Markets brokerage; Apex execution / clearing / custodyU.S. and UK eligible customersOfficial public sourceCoinbase Stocks / CCM official pages; 24/5, fractional trading, USD/USDC funding and ACATS verified
Crypto.comForis Capital US LLC broker-dealer; FINRA/SIPCU.S. customers currentlyOfficial public sourceCrypto.com Stocks official pages; U.S.-only access, $100 transfer-out fee, 24/5 and securities lending verified
GeminiGemini Galactic Markets introducing broker; Apex Clearing custodian / clearingEligible U.S. residents except published exclusionsOfficial public sourceGemini Stocks official pages; 24/5 verified, stock transfers currently unsupported

TradFi Perps

Stocks · ETFs · indices · commodities · FX · bonds · pre-IPO, kept within the derivatives layer

24H TradFi Perps Volume by Exchange

ROLLING 24H
Exact venue-reported quote/notional turnover only · no spot/CFD/real-equity volume included

Largest TradFi Perp Markets by 24H Volume

TOP 10
Perpetual/futures contracts only

TradFi Perps Volume by Asset Class

ROLLING 24H
Tracked$30.1B24H volume
Equity64.6%
Commodity32.3%
ETF2.1%
RWA (unclassified)0.5%
Pre-IPO / Private0.2%
Equity Index0.2%
Asset class is a second-level dimension inside the TradFi Perps product layer

TradFi Perps Open Interest by Exchange

CURRENT
Perpetual/futures OI only · venue OI USD or normalized contract/base quantity

Market structure

TradFi Perps only · live snapshot · no historical backfill

Most Extreme TradFi Perp Funding Rates

CURRENT
Perpetual products only; unsupported venues remain blank

Tightest TradFi Perp Top-of-Book Spreads

TOP 10
Perpetual products only · best bid / ask, not full depth

Tokenized Spot

Separate product layer · tokenized stocks / ETFs only

24H Tokenized Spot Volume by Exchange

ROLLING 24H
Tokenized spot turnover only · no perpetual volume included

Largest Tokenized Spot Markets by 24H Volume

TOP 10
Tokenized stocks / ETFs only

TradFi instruments

5234 mapped instruments · each row carries a product layer and asset class
InstrumentVenueLayerAsset ClassProductLast24H24H VolumeOpen InterestFundingSpread
SOXLSOXLUSDTBinanceTradFi PerpsEquityEquity Perpetual73.41+7.309%$3.73B$220.62M—1.4 bp
XAUXAUUSDTBinanceTradFi PerpsCommodityCommodity Perpetual3,929.31-0.641%$2.08B$625.95M—0.0 bp
SNDKSNDKUSDTBinanceTradFi PerpsEquityEquity Perpetual1,126.82+4.859%$1.88B$280.80M—0.1 bp
CLCLUSDTBinanceTradFi PerpsCommodityCommodity Perpetual96.68+0.866%$1.73B$197.28M—1.0 bp
BZBZUSDTBinanceTradFi PerpsCommodityCommodity Perpetual104.38+0.433%$1.08B$177.54M—1.0 bp
SKHYNIXSKHYNIXUSDTBinanceTradFi PerpsEquityKorea Equity Perpetual1,064.51+2.996%$1.02B$303.09M—0.1 bp
XAGXAGUSDTBinanceTradFi PerpsCommodityCommodity Perpetual49.76-1.680%$860.74M$290.26M—2.0 bp
KORUKORUUSDTBinanceTradFi PerpsEquityEquity Perpetual10.99+5.775%$647.17M$92.21M—9.1 bp
MUMUUSDTBinanceTradFi PerpsEquityEquity Perpetual856.33+2.273%$581.14M$145.63M—0.1 bp
SPCXSPCXUSDTBinanceTradFi PerpsEquityEquity Perpetual141.58+3.965%$544.94M$561.79M—0.7 bp
XAUXAU_USDTMEXCTradFi PerpsCommodityCommodity Perpetual3,929.87-0.380%$531.56M$559.40M+0.015%0.0 bp
XAUXAU_USDTGateTradFi PerpsCommodityCommodity Perpetual3,930.57-0.510%$525.76M$305.20M+0.011%0.0 bp
SOXSSOXSUSDTBinanceTradFi PerpsEquityEquity Perpetual53.7-7.509%$522.09M$36.16M—1.9 bp
SKHYSKHYUSDTBinanceTradFi PerpsEquityEquity Perpetual150.98+2.200%$481.30M$135.46M—0.7 bp
SOXLSOXLUSDTBitgetTradFi PerpsEquityEquity Perpetual73.4+7.909%$448.53M$68.43M+0.011%1.4 bp
SNDKSNDKSTOCK_USDTMEXCTradFi PerpsEquityEquity Perpetual1,118.6-1.520%$401.27M$67.80M+0.011%0.1 bp
SOXLSOXL_USDTGateTradFi PerpsEquityEquity Perpetual73.26+3.770%$397.79M$256.13M+0.000%1.4 bp
SOXLSOXL_USDTMEXCTradFi PerpsETFETF Perpetual73.27-3.470%$378.43M$19.37M+0.000%1.4 bp
SILVERSILVER_USDTMEXCTradFi PerpsCommodityCommodity Perpetual49.68-0.600%$357.69M$221.48M+0.008%2.0 bp
AAPLAAPLUSDTBinanceTradFi PerpsEquityEquity Perpetual332.54-1.856%$338.94M$36.75M—0.3 bp
XAUXAU-USDT-SWAPOKXTradFi PerpsCommodityCommodity Perpetual3,929.3-0.605%$322.20M$223.32M—0.3 bp
INTCINTCUSDTBinanceTradFi PerpsEquityEquity Perpetual60.56+0.883%$306.57M$145.35M—1.7 bp
SNXXSNXXUSDTBinanceTradFi PerpsEquityEquity Perpetual6.43+9.540%$284.89M$27.26M—16 bp
XAGXAG_USDTGateTradFi PerpsCommodityCommodity Perpetual49.68-2.050%$270.76M$147.43M+0.003%2.0 bp
CLCL-USDT-SWAPOKXTradFi PerpsCommodityCommodity Perpetual96.68+0.834%$268.54M$52.23M—1.0 bp
GOOGLGOOGLUSDTBinanceTradFi PerpsEquityEquity Perpetual280.54+0.250%$259.42M$300.97M—0.4 bp
QQQQQQUSDTBinanceTradFi PerpsEquityEquity Perpetual687.01+0.655%$238.31M$103.69M—0.1 bp
SKHYNIXSKHYNIXSTOCK_USDTMEXCTradFi PerpsEquityEquity Perpetual1,062.35-1.120%$236.45M$75.02M-0.021%0.1 bp
NVDANVDAUSDTBinanceTradFi PerpsEquityEquity Perpetual207.42+2.374%$218.63M$69.70M—0.5 bp
CLCLUSDTBybitTradFi PerpsCommodityCommodity Perpetual96.67+0.834%$202.66M$37.24M+0.000%1.0 bp
CRCLCRCLUSDTBinanceTradFi PerpsEquityEquity Perpetual75.59+4.666%$202.44M$111.07M—1.3 bp
MSTRMSTRUSDTBinanceTradFi PerpsEquityEquity Perpetual135.96+4.160%$195.76M$90.42M—0.7 bp
MUMUSTOCK_USDTMEXCTradFi PerpsEquityEquity Perpetual853.88-1.050%$182.29M$31.00M+0.017%0.1 bp
XAUXAUUSDTBitgetTradFi PerpsCommodityCommodity Perpetual3,927.72-0.646%$156.66M$95.61M+0.013%0.0 bp
XAUXAUUSDTBybitTradFi PerpsCommodityCommodity Perpetual3,929.04-0.613%$148.11M$131.06M+0.010%0.0 bp
PLTRPLTRUSDTBinanceTradFi PerpsEquityEquity Perpetual175.95-1.759%$146.90M$8.23M—1.7 bp
CLCL_USDTGateTradFi PerpsCommodityCommodity Perpetual96.67+0.450%$142.59M$140.01M+0.000%1.0 bp
SNDKSNDKUSDTBitgetTradFi PerpsEquityEquity Perpetual1,126.56+4.760%$142.57M$37.54M+0.034%1.3 bp
TSLATSLAUSDTBinanceTradFi PerpsEquityEquity Perpetual399.68-1.062%$137.59M$55.73M—0.3 bp
XAUTXAUT_USDTMEXCTradFi PerpsCommodityCommodity Perpetual3,916.21-0.340%$135.92M$401.19M+0.006%0.1 bp
KORUKORUUSDTBitgetTradFi PerpsEquityEquity Perpetual10.993+6.018%$135.10M$29.97M+0.015%0.9 bp
MRVLMRVLUSDTBinanceTradFi PerpsEquityEquity Perpetual172.37+0.701%$134.06M$24.42M—1.2 bp
SAMSUNGSAMSUNGUSDTBinanceTradFi PerpsEquityKorea Equity Perpetual166.45+3.385%$127.32M$21.26M—0.6 bp
USOILUSOIL_USDTMEXCTradFi PerpsCommodityCommodity Perpetual96.75+0.920%$127.05M$46.02M+0.000%1.0 bp
EWYEWYUSDTBinanceTradFi PerpsEquityEquity Perpetual155.08+1.919%$126.77M$28.12M—0.6 bp
SNDKSNDK_USDTGateTradFi PerpsEquityEquity Perpetual1,118.63+2.320%$126.64M$202.31M+0.000%0.7 bp
LITELITEUSDTBinanceTradFi PerpsEquityEquity Perpetual681.89-0.451%$123.96M$16.52M—0.4 bp
AMDAMDUSDTBinanceTradFi PerpsEquityEquity Perpetual485.33+3.645%$117.07M$28.35M—0.8 bp
KORUKORU_USDTMEXCTradFi PerpsETFETF Perpetual10.97-2.400%$113.82M$14.28M+0.000%9.1 bp
SPYSPYUSDTBinanceTradFi PerpsEquityEquity Perpetual755.76+0.276%$111.84M$31.53M—0.1 bp
DRAMDRAMUSDTBinanceTradFi PerpsEquityEquity Perpetual47.73+2.601%$109.55M$41.24M—2.1 bp
TQQQTQQQUSDTBinanceTradFi PerpsEquityEquity Perpetual60.77+2.049%$102.97M$42.84M—1.6 bp
UKOILUKOIL_USDTMEXCTradFi PerpsCommodityCommodity Perpetual104.47+1.180%$96.99M$82.98M+0.000%1.0 bp
CLCLUSDTBitgetTradFi PerpsCommodityCommodity Perpetual96.708+0.851%$92.97M$31.17M+0.000%0.2 bp
NBISNBISUSDTBinanceTradFi PerpsEquityEquity Perpetual152.02+7.754%$89.58M$34.14M—2.0 bp
MUUMUUUSDTBinanceTradFi PerpsEquityEquity Perpetual22.39+4.480%$88.46M$6.70M—8.9 bp
BZBZ-USDT-SWAPOKXTradFi PerpsCommodityCommodity Perpetual104.36+0.375%$85.64M$23.12M—1.0 bp
XAGXAG-USDT-SWAPOKXTradFi PerpsCommodityCommodity Perpetual49.75-1.660%$85.57M$54.50M—2.0 bp
KORUKORU-USDT-SWAPOKXTradFi PerpsEquityEquity Perpetual11+6.075%$85.47M$11.72M—9.1 bp
MUMUUSDTBitgetTradFi PerpsEquityEquity Perpetual855.9+2.357%$85.36M$22.14M+0.025%0.1 bp
COINCOINUSDTBinanceTradFi PerpsEquityEquity Perpetual145.79+5.806%$81.67M$21.11M—0.7 bp
MVLLMVLLUSDTBinanceTradFi PerpsEquityEquity Perpetual13.61+1.265%$81.46M$8.75M—7.4 bp
AAPLAAPL-USDT-SWAPOKXTradFi PerpsEquityEquity Perpetual332.5-1.822%$78.08M$9.60M—0.3 bp
INTWINTWUSDTBinanceTradFi PerpsEquityEquity Perpetual6.35+1.763%$75.71M$23.65M—16 bp
SOXSSOXSUSDTBitgetTradFi PerpsEquityEquity Perpetual53.7-8.043%$71.92M$9.15M+0.000%2.4 bp
SNXXSNXXUSDTBitgetTradFi PerpsEquityEquity Perpetual6.433+9.368%$67.66M$5.47M+0.034%1.6 bp
INTCINTC-USDT-SWAPOKXTradFi PerpsEquityEquity Perpetual60.55+0.950%$67.36M$42.47M—1.7 bp
XAGXAGUSDTBybitTradFi PerpsCommodityCommodity Perpetual49.77-1.660%$67.02M$55.53M+0.010%2.0 bp
ANTHROPICANTHROPICUSDTBinanceTradFi PerpsPre-IPO / PrivatePre-market Equity Perpetual1,662.1+1.001%$65.88M$81.36M—0.1 bp
SKHYSKHYUSDTBitgetTradFi PerpsEquityEquity Perpetual151+2.276%$64.52M$14.80M+0.004%0.7 bp
SPCXSPCXSTOCK_USDTMEXCTradFi PerpsEquityEquity Perpetual141.49-0.550%$61.77M$31.79M+0.011%0.7 bp
000660SKHYNIXUSDTBybitTradFi PerpsEquityStock Perpetual1,064.64+3.238%$60.50M$31.57M-0.020%0.8 bp
MSTRMSTRUSDTBitgetTradFi PerpsEquityEquity Perpetual135.94+4.296%$59.46M$33.96M+0.024%1.5 bp
INTCINTC_USDTGateTradFi PerpsEquityEquity Perpetual60.45-0.020%$59.42M$27.67M+0.010%1.7 bp
AAPLAAPLUSDTBybitTradFi PerpsEquityStock Perpetual332.56-1.758%$55.40M$11.95M+0.000%0.3 bp
CRCLCRCL-USDT-SWAPOKXTradFi PerpsEquityEquity Perpetual75.56+4.610%$54.97M$31.26M—1.3 bp
AAOIAAOIUSDTBinanceTradFi PerpsEquityEquity Perpetual64.02+2.448%$54.46M$11.38M—1.6 bp
ORCLORCLUSDTBinanceTradFi PerpsEquityEquity Perpetual126.28+6.189%$54.22M$13.81M—1.6 bp
SKHYSKHYSTOCK_USDTMEXCTradFi PerpsEquityEquity Perpetual151.13-1.290%$53.63M$11.95M+0.000%0.7 bp
SKHYNISKHYNIX_USDTGateTradFi PerpsEquityEquity Perpetual1,061.59+1.690%$52.83M$106.60M+0.000%0.1 bp

Coverage & methodology

Four-layer product taxonomy, public-data coverage, source limitations and unavailable metrics.

5/17metrics live · click to expand
VenueInstrumentsVolumeOIFundingSpreadClassified
MEXC536100%100%100%100%99%
Bitget407100%100%100%100%78%
Gate338100%100%100%100%100%
OKX32756%100%0%100%100%
Bybit239100%100%100%100%100%
Binance236100%100%0%100%100%
Kraken15100%0%100%100%100%

External validation snapshot

Audit-only references. External values never feed DuoData live totals.

VenueMetricDuoData directExternalΔValidatorStatus
BinanceTradFi 24H Volume$20.12B$14.10B+42.7%DefiLlamaSTALE
BinanceTradFi OI$5.04B$4.16B+21.2%DefiLlamaSTALE
BinanceTradFi Market Count236157+50.3%DefiLlamaSTALE
BinanceAll Derivatives 24H Volume$55.09B$56.16B-1.9%CoinMarketCapSTALE
BinanceAll Derivatives OI—$32.58B—CoinMarketCapSTALE
MEXCTradFi 24H Volume$3.23B$3.79B-14.9%DefiLlamaSTALE
MEXCTradFi OI$2.70B$2.02B+33.7%DefiLlamaSTALE
MEXCTradFi Market Count536371+44.5%DefiLlamaSTALE
MEXCAll Derivatives 24H Volume$12.24B$10.25B+19.4%CoinMarketCapSTALE
MEXCAll Derivatives OI—$5.02B—CoinMarketCapSTALE
GateTradFi 24H Volume$2.13B$1.86B+14.6%DefiLlamaSTALE
GateTradFi OI$2.26B$1.44B+56.9%DefiLlamaSTALE
GateTradFi Market Count338359-5.8%DefiLlamaSTALE
GateAll Derivatives 24H Volume$13.19B$12.07B+9.3%CoinMarketCapSTALE
GateAll Derivatives OI—$11.22B—CoinMarketCapSTALE
BitgetAll Derivatives 24H Volume$6.89B$6.93B-0.6%CoinMarketCapSTALE
BitgetAll Derivatives OI—$4.13B—CoinMarketCapSTALE
OKXTradFi 24H Volume$1.36B$2.46B-44.8%DefiLlamaSTALE
OKXTradFi OI$1.21B$838.04M+44.7%DefiLlamaSTALE
OKXTradFi Market Count327156+109.6%DefiLlamaSTALE
OKXAll Derivatives 24H Volume—$21.68B—CoinMarketCapSTALE
OKXAll Derivatives OI—$7.21B—CoinMarketCapSTALE
BybitTradFi 24H Volume$1.02B$709.48M+43.5%DefiLlamaSTALE
BybitTradFi OI$676.73M$479.87M+41.0%DefiLlamaSTALE
BybitTradFi Market Count239149+60.4%DefiLlamaSTALE
BybitAll Derivatives 24H Volume$10.98B$12.45B-11.8%CoinMarketCapSTALE
BybitAll Derivatives OI—$6.08B—CoinMarketCapSTALE
MetricStatusSource / limitation
Product layer: TradFi PerpsLIVE

Perpetual/futures products are aggregated only within this layer. Equity, ETF, index, commodity, FX, bond and pre-IPO are second-level asset classes. MEXC uses typeLabel=2 / TradFi conceptPlate detection and official ticker amount24; 536 MEXC contracts loaded on this refresh. Kraken xStock perps are dynamically discovered by joining official tokenized_asset assets with Futures tickers; 15 live contracts matched on this refresh. Gate uses exact public quote turnover and a conservative cross-venue canonical-underlying match; 338 Gate contracts matched on this refresh.Binance + Bybit + Bitget + MEXC + Gate + OKX + Coinbase INTX + Kraken public market APIs

Product layer: Tokenized SpotPARTIAL

Tokenized spot remains separate from perpetuals. Live adapters on this refresh: Bybit plus Bitget 3017 markets, Kraken 3 markets, Binance 105 marketsBybit xStocks + Bitget rToken + Kraken xStocks public market APIs + Binance bStocks

Product layer: Real EquityPRIVATE

Underlying stock quotes are public on some platforms, but venue customer stock turnover is not treated as public unless explicitly reported by the broker/exchange.Exchange/broker customer trading data

Product layer: CFD / BrokerUNAVAILABLE

Public, venue-specific customer turnover has not yet been validated. DuoData does not mix CFD/MT5 activity into perpetual volumes.Bybit TradFi CFD / MT5 and similar broker products

24h TradFi / RWA trading volumeLIVE

Direct venue quote/notional turnover is used where published. OKX is reconstructed from official 5-minute candle volCcyQuote over the rolling 24h window; 184 contracts loaded, 143 unavailable on this refresh. No base-volume × current-price estimate is used.Binance + Bybit + Bitget + MEXC + Gate + OKX + Coinbase INTX + Kraken public market APIs

Open interest (USD)LIVE

Direct USD OI where published; Bitget and Coinbase quantities are converted using venue mark price and multiplier. Binance/Kraken OI is left blank until a normalized USD field is implemented.Bybit + Bitget + OKX + Coinbase INTX public APIs

Funding ratePARTIAL

Current rates are shown only where units/intervals are already compatible. Binance, Kraken, OKX and Coinbase funding will be normalized before inclusion.Bybit + Bitget public APIs

Best bid / ask & top-of-book spreadLIVE

Current L1 quote. Deeper liquidity metrics are not inferred from L1.Binance + Kraken + Bitget + Bybit + OKX + Coinbase INTX public APIs

TradFi instrument coverageLIVE

Binance uses TRADIFI_PERPETUAL/underlyingType; Kraken uses documented contract IDs; Bybit uses symbolType; Bitget isRwa; OKX instCategory; Coinbase underlying_type.Venue-native metadata + official Kraken contract specifications

Historical DuoData volume / OI seriesCOLLECTING

No synthetic backfill. History starts only after persistent collection is enabled.DuoData collector

±10/25/50bp depth & $100k slippagePARTIAL

Technically available for several venues; aggregation will be enabled after rate-limit-safe collectors are added.Public order-book / Kraken analytics APIs

Cross-venue tracking errorPARTIAL

Exchange marks are public; a consolidated cash-equity reference feed still needs to be selected.Exchange index/mark + independent reference market

Weekend Price Discovery ScoreCOLLECTING

Requires accumulated weekend observations and a verified cash-market opening-price source.24/7 CEX prices + Monday cash open

TradFi Penetration Ratio (TradFi/Crypto)PARTIAL

TradFi leg is available on multiple venues; denominator needs a rigorously normalized exchange-wide crypto turnover series.Exchange public market data

USDT/USDC → real stock conversion flowPRIVATE

Not observable from public market APIs; DuoData will not estimate it.Exchange internal ledger

Unique TradFi traders / new accounts / geographyPRIVATE

Requires partner or internal user-level aggregate data.Exchange internal analytics

Real Stock+ customer net buy / sell flowPRIVATE

Public quotes are available on some venues, but customer flow is not public.Broker / exchange internal data