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 OKX 76.7 89.2 89.8 90.9
Vol. auth.
76.7
Bk. quality
89.2
Price form.
89.8
Cross-venue
90.9
02 MEXC 78.0 99.1 89.1 79.1
Vol. auth.
78.0
Bk. quality
99.1
Price form.
89.1
Cross-venue
79.1
03 Bybit 60.1 80.9 94.9 80.6
Vol. auth.
60.1
Bk. quality
80.9
Price form.
94.9
Cross-venue
80.6
04 Coinbase 69.4 91.2 92.0 56.8
Vol. auth.
69.4
Bk. quality
91.2
Price form.
92.0
Cross-venue
56.8
05 Bitget 55.8 93.1 93.5 59.7
Vol. auth.
55.8
Bk. quality
93.1
Price form.
93.5
Cross-venue
59.7
06 Kraken 66.0 83.1 90.1 45.7
Vol. auth.
66.0
Bk. quality
83.1
Price form.
90.1
Cross-venue
45.7
07 Gate.io 43.9 96.4 95.4 53.2
Vol. auth.
43.9
Bk. quality
96.4
Price form.
95.4
Cross-venue
53.2
08 Binance 42.6 68.3 91.4 66.2
Vol. auth.
42.6
Bk. quality
68.3
Price form.
91.4
Cross-venue
66.2
— HTX — 96.5 93.0 —
Vol. auth.
—
Bk. quality
96.5
Price form.
93.0
Cross-venue
—
— KuCoin — 97.6 97.1 —
Vol. auth.
—
Bk. quality
97.6
Price form.
97.1
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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