Market microstructure integrity scoring

As of

Shadow mode is active during the initial calibration window. Composite scores and band assignments will publish once sufficient peer baseline history has accumulated. Dimension scores are live.

# Exchange Vol. auth. Bk. quality Price form. Cross-venue 30d
01 MEXC 82.0 99.3 92.4 98.7
Vol. auth.
82.0
Bk. quality
99.3
Price form.
92.4
Cross-venue
98.7
02 OKX 74.0 86.8 90.9 82.8
Vol. auth.
74.0
Bk. quality
86.8
Price form.
90.9
Cross-venue
82.8
03 Bybit 64.1 84.7 94.7 90.1
Vol. auth.
64.1
Bk. quality
84.7
Price form.
94.7
Cross-venue
90.1
04 Bitget 63.2 94.7 87.6 82.3
Vol. auth.
63.2
Bk. quality
94.7
Price form.
87.6
Cross-venue
82.3
05 Coinbase 68.1 91.6 90.9 66.5
Vol. auth.
68.1
Bk. quality
91.6
Price form.
90.9
Cross-venue
66.5
06 Gate.io 55.8 97.0 96.9 60.6
Vol. auth.
55.8
Bk. quality
97.0
Price form.
96.9
Cross-venue
60.6
07 Kraken 67.5 78.9 86.0 57.3
Vol. auth.
67.5
Bk. quality
78.9
Price form.
86.0
Cross-venue
57.3
08 Binance 42.0 68.7 92.0 64.6
Vol. auth.
42.0
Bk. quality
68.7
Price form.
92.0
Cross-venue
64.6
— HTX — 97.0 91.1 —
Vol. auth.
—
Bk. quality
97.0
Price form.
91.1
Cross-venue
—
— KuCoin — 97.5 97.3 —
Vol. auth.
—
Bk. quality
97.5
Price form.
97.3
Cross-venue
—

Insufficient data for this scoring run. Scores will populate as the data collection window completes.

What does this score measure?

Ten observable microstructure metrics across four dimensions: volume authenticity, order book quality, price formation integrity, and cross-venue consistency. Scores describe observed market behaviour, not intent or fraud, and are regime-sensitive. No self-reported data, no exchange cooperation required.

Read the full methodology →

Commission a written report

In-depth written analysis of an exchange's market data quality. Peer comparison, 30-day trend, notable findings. Pricing per engagement; quote on request.

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