Gemini 3.1 Pro Preview Custom Tools in fedi-index
The score in every slice, what it is made of, value, local run and history.
fedi-index · General
C 1,363 ±12
Percentile 49 · #142 · provisional
People prefer / Solves tasks
— / 1,410
Human votes vs benchmarks, Elo-eq
Value
—
On your hardware
Closed weights: cloud only.
Score decomposition
C Coding 1,363 [1,351–1,375] Percentile 49 · #142 · components: 1 provisional
| Source | Component | Value | Elo-eq | Weight | Measured | Variant |
|---|---|---|---|---|---|---|
| Epoch AI |
swe_bench_verified
decay ×0.37 |
0.76 ±0.02 | 1,461 ±10 | 62.1% | 2026-02-24 | — |
Weight is the share of the component in the score (the rest is the prior that pulls models with little data towards the population median). Methodology
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Data CC BY 4.0: keep the link to fedi.software.