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Model monitor

MiniMax M2.7 Reference

minimax/minimax-m2.7 · via openrouter

As of 2026-08-05: reference route · 0 complete panels attest measurement across 1 task families.

Served route, trailing 30 days: median latency 3.8 s · p95 4.6 s across 8 probe calls · served by Mara (8), unrecorded (2). Observed at panel time — a few calls a day, not continuous uptime.

Reference route: this model is the co-probed confound control. It never opens a public incident — its record attests measurement, not verdicts.

Certified claim, per family: H0: E[panel_mean_t | prior completed panels] ≥ frozen_null_floor. Fixed panel composition does not assume or establish temporal independence. Recent panels below link to their hash-committed evidence.

One email when this model's record changes.

Task family

Code reasoning

Reference
Frozen null floor
0.700
Anytime level α
0.050
Completed panels
0

This route is watched. Its record begins at the first complete panel — nothing is backfilled, including for us.

Epoch & design record
Current epoch
17d9ded1-4381-4d83-9292-4e120bf1d079
Opened
2026-08-05 12:27 UTC
Previous epoch
87f9507e-e714-42c6-9d16-71fb0235e292
Transition
checker_refresh
Design hash
bc3668bd52d9d48803b744c2c90f4ed816d7e394525b32b4219f6bab5c9c6df2
Panel hash
827de544c7641d140ac37e321bdb2578a41e291915f519183abbc5bd68153e81
Pool hash
cbfba66601ff51f43c83017d6de9e49988afcee72235f5dca89d705f4f8bb4cc
Panel size
5
Terminal failure
zero — a failed member scores 0 and stays on the record
Pool version
code_reasoning-v4
Checker version
code_reasoning-v2
Reference mean μ₀
0.700
Minimum effect δ
0.000
Evidence log e
0.00 · max 0.00 · alarm at 3.00 (= ln 1/α)
Raw scores kept
0

The persisted monitor state is the authority a certificate replays byte-for-byte; the chart band above is a faithful replay of the same recorded panel means. Spend sums completed probe runs and includes reserved estimates where a run’s true cost was unrecoverable.