Crusoe
gemma-4-31b-it
non-thinking, vendor-direct
Measured 2026-09-28
Run gemma-4-31b-it on Speko →One API, every model on this board.
Score
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No real-time first-token measurement, so a speed-weighted score is not computed — unranked rather than judged on partial data.
Task done
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no measurement on the current corpus — transport unavailable
Refusal quality
90.0%
names the gap 87% · offers a route 90% · 10 probes x 3 iterations · 2 silent turns scored zero
Fabrication
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fabrication probes not run for this model
Dead-air
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not measured on the current corpus
Tool silence
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no tool-call turns to measure
Stalled
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not measured on the current corpus
TTFT p50
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not measured on the vendor-direct regional sweep
Cost / 1M tok
$0.40
Vendor list, serverless, per 1M output tokens ($0.14 in).
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