Gemini 3.1 Pro (Preview) (Tools: Custom): benchmark results
Provider: Google. Access: API.
Aggregate Rating 1792 ± 31, rank #107 of 10916 rated models, from 8 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| Tinybird AI SQL Benchmark - Exactness | 59.48 | Result exactness vs human reference queries (0-100) | 96.9 |
| LM Market Cap LMC Score | 92.2 | LMC Score (0-100) | 94.4 |
| SnakeBench | 31.1 | TrueSkill Rating | 89.1 |
| Tinybird AI SQL Benchmark - First-Attempt Success Rate | 98 | Questions answered with a valid query on the first attempt ( | 81 |
| Gert Labs Rankings | 54.96 | GScore (%) | 75.5 |
| Tinybird AI SQL Benchmark - Success Rate | 100 | Questions answered with a valid query within 3 retries (%) | 72 |
| FoodTruckBench | 12736.48 | Source-selected End Net Worth ($) | 37.3 |
| Vending-Bench 2 | 3774.25 | Money Balance ($) | 36.4 |
Interactive version: theaggregate.ai/model?slug=gemini-3-1-pro-preview-tools-custom · How It Works · Data refreshed daily, snapshot 2026-11-08.