Strengths
- High GPQA Diamond and ARC-AGI-2 results
- Strong multimodal and agentic benchmark coverage
- 1M input token context
Gemini 3.1 Pro
Google DeepMind's Gemini 3.1 Pro preview, with official benchmark coverage across reasoning, coding, multimodal, tool-use, and long-context tasks.
Limitations
- Preview status and methodology settings should be preserved when comparing results
Benchmark Results
| Benchmark | Score | Source | Source Type | Verified | Notes |
|---|---|---|---|---|---|
| SWE-bench Verified | 80.6 | Gemini 3.1 Pro model page Accessed 2026-06-11 | official | Yes | SWE-Bench Verified single-attempt score from Google DeepMind's Gemini 3.1 Pro benchmark table. |
| SWE-bench Pro | 54.2 | Gemini 3.1 Pro model page Accessed 2026-06-11 | official | Yes | SWE-Bench Pro public single-attempt score from Google DeepMind's Gemini 3.1 Pro page. |
| GPQA / GPQA Diamond | 94.3 | Gemini 3.1 Pro model page Accessed 2026-06-11 | official | Yes | GPQA Diamond no-tools score from Google DeepMind's Gemini 3.1 Pro benchmark table. |
| MMMU-Pro | 80.5 | Gemini 3.1 Pro model page Accessed 2026-06-11 | official | Yes | MMMU-Pro no-tools score from Google DeepMind's Gemini 3.1 Pro benchmark table. |
| BrowseComp | 85.9 | Gemini 3.1 Pro model page Accessed 2026-06-11 | official | Yes | BrowseComp score with search, Python, and Browse from Google DeepMind's Gemini 3.1 Pro table. |
| Terminal-Bench 2.x | 68.5 | Gemini 3.1 Pro model page Accessed 2026-06-11 | official | Yes | Terminal-Bench 2.0 score using the Terminus-2 harness from Google DeepMind's table. |
| ARC-AGI-2 | 77.1 | Gemini 3.1 Pro announcement Accessed 2026-06-12 | official | Yes | Verified ARC-AGI-2 score reported in Google's Gemini 3.1 Pro announcement. |
| Humanity's Last Exam (HLE) | 47.31 | Scale Labs HLE Text Only leaderboard Accessed 2026-06-12 | leaderboard | Yes | Scale Labs HLE Text Only score for gemini-3.1-pro-preview (thinking high), covering the 86% text-only HLE subset. |
official
Gemini models documentation
Use for model availability and context notes; verify before publishing claims.
official
Gemini 3.1 Pro model page
Official Google DeepMind model page with benchmark table and methodology link for Gemini 3.1 Pro.
official
Gemini 3.1 Pro announcement
Official Google announcement with ARC-AGI-2 verified score and release context for Gemini 3.1 Pro.