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LiveKit

gemma-4-31b-it

worker transport

Measured 2026-08-25

* Conditional

Same weights as the Cerebras row, but not measured on corpus v3 — the behaviour cells are dashed, not zero.

Score

No real-time first-token measurement, so a speed-weighted score is not computed — unranked rather than judged on partial data.

Task done

no measurement on the current corpus — transport unavailable

Refusal quality

Not measured on the current probe set — this row has no probe replies to score.

Fabrication

fabrication probes not run for this model

Dead-air

not measured on the current corpus

Tool silence

no tool-call turns to measure

Stalled

not measured on the current corpus

TTFT p50

First-token latency not yet measured on this host.

Cost / 1M tok

$1.20

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