Data quality log

Every value we capped, suppressed or reclassified before display. Upstream aggregates publish impossible numbers; we keep the raw figure here so the source can be fixed instead of quietly rendering nonsense.

Flagged assets

104

Failed a sanity check

Flags raised

120

Across all fields

NAV tokens

Excluded from peg stats

Assets tracked

196

Total in screener

Asset	Field	Raw value	Why it was suppressed
WUSDWorldwide USD	Liquidity exceeds market capSanity check	$3.75M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
WUSDWorldwide USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
WUSDWorldwide USD	Sources disagreeSources disagree	$17.0000	DefiLlama reports $1.0000, CoinGecko reports $1.1700. We show the primary and flag the gap rather than pretending to precision we do not have.
USDGOUSDGO	Supply unverifiedSupply unverified	$1.20B	Reported circulating supply could not be corroborated against on-chain liquidity or venue presence.
USDGOUSDGO	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
USDAAvalon USDa	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDAAvalon USDa	Sources disagreeSources disagree	$3.2898	DefiLlama reports $1.0000, CoinGecko reports $0.9671. We show the primary and flag the gap rather than pretending to precision we do not have.
USPDUS Permissionless Dollar	Implausible 7d supply changeSanity check	27559.94%	Supply moved more than 50% in a week — verify against the issuer before quoting.
USPDUS Permissionless Dollar	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDONOndo U.S. Dollar Token	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDONOndo U.S. Dollar Token	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
MSUSDMetronome Synth USD	Liquidity exceeds market capSanity check	$138.25M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
MSUSDMetronome Synth USD	Sources disagreeSources disagree	$20.1118	DefiLlama reports $0.8827, CoinGecko reports $0.6816. We show the primary and flag the gap rather than pretending to precision we do not have.
NUSDNeutrl USD	Liquidity exceeds market capSanity check	$498.67M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
NUSDNeutrl USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
BOLDLiquity BOLD	Liquidity exceeds market capSanity check	$44.02M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
BOLDLiquity BOLD	Sources disagreeSources disagree	$0.6585	DefiLlama reports $0.9954, CoinGecko reports $1.0020. We show the primary and flag the gap rather than pretending to precision we do not have.
AZNDMu Digital AZND	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
AZNDMu Digital AZND	Sources disagreeSources disagree	$82.1579	DefiLlama reports $1.0000, CoinGecko reports $0.1784. We show the primary and flag the gap rather than pretending to precision we do not have.
CTUSDCitrea USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
CTUSDCitrea USD	Sources disagreeSources disagree	$0.5686	DefiLlama reports $1.0000, CoinGecko reports $0.9943. We show the primary and flag the gap rather than pretending to precision we do not have.
MIMMagic Internet Money	Liquidity exceeds market capSanity check	$1.04M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
MIMMagic Internet Money	Sources disagreeSources disagree	$2.4670	DefiLlama reports $0.0338, CoinGecko reports $0.0585. We show the primary and flag the gap rather than pretending to precision we do not have.
KUSDKolibri USD	Liquidity exceeds market capSanity check	$1.73B	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
KUSDKolibri USD	Sources disagreeSources disagree	$47.6032	DefiLlama reports $1.4800, CoinGecko reports $1.0040. We show the primary and flag the gap rather than pretending to precision we do not have.
THUSDThreshold USD	Liquidity exceeds market capSanity check	$103.72M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
THUSDThreshold USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDJUSDJ	Stale feedStale feed	$1.0000	Price has been bit-identical for 3 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDJUSDJ	Sources disagreeSources disagree	$94.5883	DefiLlama reports $1.0000, CoinGecko reports $0.0541. We show the primary and flag the gap rather than pretending to precision we do not have.
KEIKEI Stablecoin	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
KEIKEI Stablecoin	Sources disagreeSources disagree	$36.8680	DefiLlama reports $1.0000, CoinGecko reports $0.6313. We show the primary and flag the gap rather than pretending to precision we do not have.
USYCCircle USYC	Liquidity exceeds market capSanity check	$2.40B	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
BUIDLBlackRock USD	Liquidity exceeds market capSanity check	$3.05B	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
USDYOndo US Dollar Yield	Liquidity exceeds market capSanity check	$2.21B	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
UUnited Stables	Liquidity exceeds market capSanity check	$38.69B	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
INVESCO USTBInvesco USTB	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
ENAEthena USDtb	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
RWAUSDIMultipli rwaUSDi	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
HUMAHuma	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
RERe	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
CHIPUSD AI	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
USDAIUSD.AI	Implausible 7d supply changeSanity check	55.53%	Supply moved more than 50% in a week — verify against the issuer before quoting.
ANEMOY CAPITAnemoy Capital	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
SOFIDSoFiUSD	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
APXUSDapxUSD	Sources disagreeSources disagree	$3.1561	DefiLlama reports $0.9868, CoinGecko reports $0.9552. We show the primary and flag the gap rather than pretending to precision we do not have.
ONREOnRe	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
REUSDRe Protocol reUSD	Liquidity exceeds market capSanity check	$531.69M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
CRVUSDcrvUSD	Liquidity exceeds market capSanity check	$371.43M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
OPENTRADEOpenTrade	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
AUSDAgora Dollar	Liquidity exceeds market capSanity check	$265.68M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
PLUME VAULTSPlume Vaults	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
MM by M0	Liquidity exceeds market capSanity check	$1.18B	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
HUSDHUSD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USATUSAT	Liquidity exceeds market capSanity check	$309.00M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
FLEXUSDflexUSD	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
REGRealT Tokens	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
MUSTMustang Finance	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
R25R25	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
THEO NETWORKTheo Network thUSD	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
DOLADola	Liquidity exceeds market capSanity check	$220.86M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
FRAXFrax USD	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
VALOSValos	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
LOFTYLofty	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
USDVValtorum USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USUALUsual USD0	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
USDBUSDBridge	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
CGUSDCygnus Finance Global USD	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
SKYSky RWA	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
SUSDsUSD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
STUSDTstUSDT	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
USDKGUSDKG	Liquidity unknownLiquidity unknown	$0.00	No indexed pool contains this token, so we publish no depth figure rather than a misleading zero.
MNEEMNEE USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
IUSDinfiniFi USD	Sources disagreeSources disagree	$1.6617	DefiLlama reports $0.9997, CoinGecko reports $0.9831. We show the primary and flag the gap rather than pretending to precision we do not have.
PMUSDpmUSD	Sources disagreeSources disagree	$10.4344	DefiLlama reports $0.4606, CoinGecko reports $0.5649. We show the primary and flag the gap rather than pretending to precision we do not have.
SPUSDSoulPeg USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
YUSDAegis YUSD	Liquidity exceeds market capSanity check	$36.39M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
MUSDMetamask USD	Sources disagreeSources disagree	$0.9273	DefiLlama reports $0.9998, CoinGecko reports $0.9905. We show the primary and flag the gap rather than pretending to precision we do not have.
BEANBean	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
GYDGyroscope GYD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
HYUSDHylo HYUSD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
EUSDElectronic USD	Liquidity exceeds market capSanity check	$30.27M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
YUYU	Sources disagreeSources disagree	$97.9826	DefiLlama reports $1.0000, CoinGecko reports $0.0202. We show the primary and flag the gap rather than pretending to precision we do not have.
TORTOR	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDMMegaUSD	Liquidity exceeds market capSanity check	$21.50M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
USDOOpenDollar USDO	Liquidity exceeds market capSanity check	$14.56M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
HOLLARHydrated Dollar	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
RR	Liquidity exceeds market capSanity check	$3.91B	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
PINTOPinto	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
DSaga Dollar	Liquidity exceeds market capSanity check	$35.69B	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
ALUSDAlchemix USD	Liquidity exceeds market capSanity check	$11.15M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
RUSDRoyal Dollar	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDQQuantoz USDQ	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
NXUSDNXUSD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDZAnzen USDz	Sources disagreeSources disagree	$1.3297	DefiLlama reports $0.9436, CoinGecko reports $0.9569. We show the primary and flag the gap rather than pretending to precision we do not have.
USBDUSBD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDHUSDH Stablecoin	Sources disagreeSources disagree	$0.7787	DefiLlama reports $0.9996, CoinGecko reports $0.9918. We show the primary and flag the gap rather than pretending to precision we do not have.
PAIParrot USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
DLUSDDeel USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
DOCDollar on Chain	Sources disagreeSources disagree	$1.6597	DefiLlama reports $1.0003, CoinGecko reports $0.9837. We show the primary and flag the gap rather than pretending to precision we do not have.
SYUSDSynnax Stablecoin	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USD3Web 3 Dollar	Liquidity exceeds market capSanity check	$165.73M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
BEATUSDHyperbeat USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDNRNerona USD	Liquidity exceeds market capSanity check	$1.55M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
USD+Streamflow USD+	Liquidity exceeds market capSanity check	$12.33M	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
CDXUSDCod3x USD	Sources disagreeSources disagree	$79.0483	DefiLlama reports $0.2042, CoinGecko reports $0.9946. We show the primary and flag the gap rather than pretending to precision we do not have.
RWAUSDMultipli rwaUSD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USSDUS Sonic Dollar	Stale feedStale feed	$1.0000	Price has been bit-identical for 6 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
USDGLOGlo Dollar	Sources disagreeSources disagree	$2.7222	DefiLlama reports $0.9715, CoinGecko reports $0.9987. We show the primary and flag the gap rather than pretending to precision we do not have.
BNUSDBalanced Dollars	Sources disagreeSources disagree	$2.7799	DefiLlama reports $0.9955, CoinGecko reports $0.9677. We show the primary and flag the gap rather than pretending to precision we do not have.
FXDFathom Dollar	Sources disagreeSources disagree	$1.2268	DefiLlama reports $0.8999, CoinGecko reports $0.9121. We show the primary and flag the gap rather than pretending to precision we do not have.
SCUSDRings scUSD	Liquidity exceeds market capSanity check	$777.6K	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.
BNBUSDSigma Money bnbUSD	Sources disagreeSources disagree	$1.6291	DefiLlama reports $0.9837, CoinGecko reports $1.0000. We show the primary and flag the gap rather than pretending to precision we do not have.
EUSD(V2)eUSD (V2)	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
PXDCPXDC Stablecoin	Sources disagreeSources disagree	$1.7316	DefiLlama reports $1.0463, CoinGecko reports $1.0290. We show the primary and flag the gap rather than pretending to precision we do not have.
USRResolv USD	Sources disagreeSources disagree	$4.4511	DefiLlama reports $0.0852, CoinGecko reports $0.1298. We show the primary and flag the gap rather than pretending to precision we do not have.
WEUSDWEUSD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
MANTRAUSDmantraUSD	Sources disagreeSources disagree	$1.5008	DefiLlama reports $1.0000, CoinGecko reports $1.0150. We show the primary and flag the gap rather than pretending to precision we do not have.
ELUSDElara USD	Stale feedStale feed	$1.0000	Price has been bit-identical for 5 daily snapshots. A dead token showing a perfect peg is worse than no data, so we exclude it from peg statistics.
BAIBAI Stablecoin	Sources disagreeSources disagree	$6.4287	DefiLlama reports $1.1113, CoinGecko reports $1.0470. We show the primary and flag the gap rather than pretending to precision we do not have.
BITUSDbitSmiley USD	Liquidity exceeds market capSanity check	$545.4K	Tracked pool depth is larger than the asset's own circulating supply — double counted upstream.

Flags by rule

Stale feed: 35
Sanity check: 31
Sources disagree: 27
Liquidity unknown: 26
Supply unverified: 1

Invariant checks

Assertions that run against every published snapshot: no duplicate assets, no negative magnitudes, no unexplained flag, no uncapped delta, no NAV token counted as a depeg.

U failed liquidity-vs-supply — Liquidity 38686843354 is 10x market cap 1558233321
NUSD failed liquidity-vs-supply — Liquidity 498671385 is 10x market cap 39786283
R failed liquidity-vs-supply — Liquidity 3909709288 is 10x market cap 10725139
D failed liquidity-vs-supply — Liquidity 35692010833 is 10x market cap 10391207
USD3 failed liquidity-vs-supply — Liquidity 165731786 is 10x market cap 1693704

Identical-value smell test

A number repeated verbatim across six or more assets is almost never a coincidence — it is a rounding step or a shared feed artefact. We list them for review rather than pretending the agreement is real.

Price = 1.0000 on 75 assets: USDC, USDG, PYUSD, RLUSD, BUIDL, USDGO, USDX, INVESCO USTB, ENA, HUMA, USDN, RE…
Price = 1.0003 on 24 assets: RWAUSDI, FLEXUSD, MUST, MOVEUSD, USP, XUSD, ZEUSD, FUSD, R, D, HOME, XAI…
Peg deviation = 0.0276 on 21 assets: FLEXUSD, MUST, MOVEUSD, USP, ZEUSD, FUSD, R, D, HOME, XAI, DOC, USDI…
Price = 0.9999 on 10 assets: USDT, USDS, PUSD, FRXUSD, CUSD, YZUSD, FIDD, USDSO, USD+, NECT
Price = 0.9998 on 8 assets: OUSD, YLDS, TUSD, CRVUSD, MUSD, SBC, USDST, FEI
Price = 0.9997 on 7 assets: USDE, USDTB, AUSD, BUSD, USDSUI, IUSD, USDSM
7d supply change = -0.0000 on 6 assets: USDN, FDUSD, PAI, MIM, USR, UXD
Price = 0.9994 on 6 assets: USDD, GHO, USX, YUSD, USDPT, SUIUSDE

NAV-accruing tokens (peg deviation not computed)

These tokens are supposed to price above $1 — their yield accrues into the token value. They are excluded from the off-peg count, the depeg tracker and the weighted average deviation.

Fee accuracy reports

Readers vote on every offer row in the Buy Box. One vote per device per venue and asset; rows with the most "wrong" reports are listed first and should be re-verified against the venue's live fee schedule.

Venue	Asset	Accurate	Wrong	Last report
No fee reports yet.

LEI registry quality

We host the full Global LEI Index locally and re-walk it hourly. This is what the mirror currently looks like: how recently each record was refreshed, which issuer details GLEIF never published, and when the refresh job last completed without an error.

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