← LLM 
Gemini
gemini-3.5-flash-lite
reasoning at minimal (family floor)
Measured 2026-08-25
* Conditional
Measured 2026-07-25; drops some compound multi-step requests.
Score
73
Task done
72.02%
53–89% 95% CI bootstrap over items · n=95 · measured 2026-08-25
Refusal quality
70.0%
names the gap 63% · offers a route 70% · 10 probes x 3 iterations · 6 silent turns scored zero
Fabrication
10%
3 of 30 probe runs
Dead-air
68.6%
197 of 287 turns
Tool silence
100.0%
all of 19 items (197 tool-call turns) · ≥82%
Stalled
27.8%
25 of 90 runs
TTFT p50
373ms
373–404 p50–p90
Cost / 1M tok
$2.50
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