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 78.6 99.2 92.6 97.8
Vol. auth.
78.6
Bk. quality
99.2
Price form.
92.6
Cross-venue
97.8
02 Bitget 62.0 96.1 94.5 94.8
Vol. auth.
62.0
Bk. quality
96.1
Price form.
94.5
Cross-venue
94.8
03 OKX 70.4 83.6 92.2 90.9
Vol. auth.
70.4
Bk. quality
83.6
Price form.
92.2
Cross-venue
90.9
04 Coinbase 71.0 92.3 94.7 64.0
Vol. auth.
71.0
Bk. quality
92.3
Price form.
94.7
Cross-venue
64.0
05 Bybit 50.0 80.2 92.8 83.7
Vol. auth.
50.0
Bk. quality
80.2
Price form.
92.8
Cross-venue
83.7
06 Kraken 69.6 83.6 89.3 58.5
Vol. auth.
69.6
Bk. quality
83.6
Price form.
89.3
Cross-venue
58.5
07 Gate.io 33.1 96.3 96.2 59.7
Vol. auth.
33.1
Bk. quality
96.3
Price form.
96.2
Cross-venue
59.7
08 Binance 39.8 66.5 92.8 64.6
Vol. auth.
39.8
Bk. quality
66.5
Price form.
92.8
Cross-venue
64.6
— HTX — 94.1 73.8 —
Vol. auth.
—
Bk. quality
94.1
Price form.
73.8
Cross-venue
—
— KuCoin — 96.9 97.3 —
Vol. auth.
—
Bk. quality
96.9
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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