Compare / head-to-head
Claude 3.5 SonnetvsGemini 3.1 Pro Preview
Gemini 3.1 Pro Preview leads 2 of 2 shared benchmarks. Gemini 3.1 Pro Preview is 1.3x cheaper per token. Gemini 3.1 Pro Preview has the larger context window (1.0M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0 – 2
Gemini 3.1 Pro Preview leads
Cheaper per token
Gemini 3.1 Pro Preview
1.3x cheaper, input + output
Larger context
Gemini 3.1 Pro Preview
1.0M tokens
Provider uptime (30d)
100% · 100%
Anthropic · Google
Claude 3.5 Sonnet
Anthropic · released 2024-10-22
textvision
Gemini 3.1 Pro Preview
Google · released 2026-02-19
textvisionaudio
Quality
Benchmark matrix
2 shared · 2 only Claude 3.5 Sonnet · 7 only Gemini 3.1 Pro Preview| Benchmark | Claude 3.5 Sonnet | Gemini 3.1 Pro Preview | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 2 | ||||
| GPQA Diamond | 55.3% ↗epoch | 94.3% ↗ | -39 pt | Gemini 3.1 Pro Preview |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 8.5% ↗epoch | 95.6% ↗epoch | -87.1 pt | Gemini 3.1 Pro Preview |
| Only Claude 3.5 Sonnet reports · 2 | ||||
| SWE-bench Verified | 49% ↗ | not reported | — | — |
| AIME 2025 | 3.3% ↗matharena | not reported | — | — |
| Only Gemini 3.1 Pro Preview reports · 7 | ||||
| AIME 2026 | not reported | 98.3% ↗matharena ⚠ | — | — |
| LMArena Elo | not reported | 1480.1 ↗ | — | — |
| ARC-AGI-2 | not reported | 77.1% ↗ | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | not reported | 26.8% ↗epoch | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | not reported | 59.6% ↗epoch | — | — |
| SimpleQA Verified | not reported | 73.5% ↗epoch | — | — |
| SWE-Bench Pro | not reported | 54.2% ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is Claude 3.5 Sonnet minus Gemini 3.1 Pro Preview in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | Claude 3.5 Sonnet | Gemini 3.1 Pro Preview | Edge |
|---|---|---|---|
| Context window | 200K tokens | 1.0M tokens | Gemini 3.1 Pro Preview |
| Max output | 8K tokens | 66K tokens | Gemini 3.1 Pro Preview |
| Input price / 1M | $3 ↗ | $2 ↗ | Gemini 3.1 Pro Preview |
| Output price / 1M | $15 ↗ | $12 ↗ | Gemini 3.1 Pro Preview |
| Cached input / 1M | $0.3 ↗ | $0.2 ↗ | Gemini 3.1 Pro Preview |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $18 | $14 | Gemini 3.1 Pro Preview |
| Modalities | text · vision | text · vision · audio | Gemini 3.1 Pro Preview |
| Released | 2024-10-22 | 2026-02-19 | — |
| Cited benchmark scores | 4 | 10 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Claude 3.5 Sonnet vs …
Models sharing the most benchmarksMore matchups
Gemini 3.1 Pro Preview vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Claude 3.5 Sonnet and Gemini 3.1 Pro Preview on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.