Model card
Gemini-3.1-Pro-Preview.
Googleopen-source
§ 02 · Benchmarks
Every benchmark Gemini-3.1-Pro-Preview has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | PLCC | Natural Language Processing · Polish Cultural Competency | art-and-entertainment | 95.0% | #1 | — | source ↗ |
| 02 | PLCC | Natural Language Processing · Polish Cultural Competency | average | 97.0% | #1 | — | source ↗ |
| 03 | PLCC | Natural Language Processing · Polish Cultural Competency | culture-and-tradition | 100.0% | #1 | — | source ↗ |
| 04 | PLCC | Natural Language Processing · Polish Cultural Competency | geography | 100.0% | #1 | — | source ↗ |
| 05 | PLCC | Natural Language Processing · Polish Cultural Competency | grammar | 93.0% | #1 | — | source ↗ |
| 06 | PLCC | Natural Language Processing · Polish Cultural Competency | history | 98.0% | #1 | — | source ↗ |
| 07 | PLCC | Natural Language Processing · Polish Cultural Competency | vocabulary | 96.0% | #1 | — | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 03 · Strengths by area
Where Gemini-3.1-Pro-Preview actually performs.
§ 05 · Related models
Other Google models scored on Codesota.
Gemini 2.5 Pro
16 results · 2 SOTA
Gemini-3.1-Pro
7 results · 2 SOTA
Gemini 1.5 Pro
15 results · 1 SOTA
Gemini 3 Pro
Undisclosed params · 12 results · 1 SOTA
ViT-H/14
632M params · 2 results · 1 SOTA
CoCa (finetuned)
2.1B params · 1 result · 1 SOTA
Gemini 2.0 Flash
1 result · 1 SOTA
Noise2Music
Unknown params · 1 result · 1 SOTA
§ 06 · Sources & freshness
Where these numbers come from.
sdadas/PLCC
7
results
7 of 7 rows marked verified.