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Model monitor

MiniMax M2.7 Reference

minimax/minimax-m2.7 · via openrouter

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

Served route, trailing 30 days: median latency 3.6 s · p95 4.8 s across 12 probe calls · served by Mara (12), unrecorded (3). 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
1
CS lower
0.000
CS upper
1.000
Panel-mean trajectory, confidence-sequence band, and frozen null floorPlot generated from complete fixed panels in the epoch. The band is anytime-valid under the signed conditional-mean claim; alarms come from the e-process. Panel mean Completed panel 0.0 0.2 0.4 0.6 0.8 1.0 0 1
Complete-panel means with anytime-valid confidence-sequence bounds. The red line marks the frozen null floor — printed before the data.
Panel record — 1 completed panels
Cycle Completed Member scores Mean Evidence
43 2026-08-05 13:28 UTC 1.001.000.00 truncated1.001.00 0.800 a0ffb978bb38…

Newest first. A failed member scores 0 and stays on the record. Each evidence link opens the panel’s full hash-committed record.

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
-0.07 · max 0.00 · alarm at 3.00 (= ln 1/α)
Raw scores kept
4
Provider spend, this epoch
$0.0062472

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.