Compare / head-to-head
Gemini 3.1 Pro PreviewvsGPT-5.6 Sol
GPT-5.6 Sol leads 5 of 6 shared benchmarks. Gemini 3.1 Pro Preview is 1.7x cheaper per token. GPT-5.6 Sol has the larger context window (1.1M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
1 – 5
GPT-5.6 Sol leads
Cheaper per token
Gemini 3.1 Pro Preview
1.7x cheaper, input + output
Larger context
GPT-5.6 Sol
1.1M tokens
Provider uptime (30d)
100% · 95.3216%
Google · OpenAI
Gemini 3.1 Pro Preview
Google · released 2026-02-19
textvisionaudio
GPT-5.6 Sol
OpenAI · released 2026-07-09
textvision
Quality
Benchmark matrix
6 shared · 3 only Gemini 3.1 Pro Preview · 1 only GPT-5.6 Sol| Benchmark | Gemini 3.1 Pro Preview | GPT-5.6 Sol | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 6 | ||||
| GPQA Diamond | 94.3% ↗ | 94.6% ↗ | -0.3 pt | GPT-5.6 Sol |
| FrontierMath Tier 4 v2 (Epoch AI run) | 26.8% ↗epoch | 82.9% ↗epoch | -56.1 pt | GPT-5.6 Sol |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 59.6% ↗epoch | 89.1% ↗epoch | -29.5 pt | GPT-5.6 Sol |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 95.6% ↗epoch | 100% ↗epoch | -4.4 pt | GPT-5.6 Sol |
| SimpleQA Verified | 73.5% ↗epoch | 69.7% ↗epoch | +3.8 pt | Gemini 3.1 Pro Preview |
| SWE-Bench Pro | 54.2% ↗ | 64.6% ↗ | -10.4 pt | GPT-5.6 Sol |
| Only Gemini 3.1 Pro Preview reports · 3 | ||||
| AIME 2026 | 98.3% ↗matharena ⚠ | not reported | — | — |
| LMArena Elo | 1480.1 ↗ | not reported | — | — |
| ARC-AGI-2 | 77.1% ↗ | not reported | — | — |
| Only GPT-5.6 Sol reports · 1 | ||||
| DeepSWE v1.1 | not reported | 72.7% ↗ | — | — |
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 Gemini 3.1 Pro Preview minus GPT-5.6 Sol 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 | Gemini 3.1 Pro Preview | GPT-5.6 Sol | Edge |
|---|---|---|---|
| Context window | 1.0M tokens | 1.1M tokens | GPT-5.6 Sol |
| Max output | 66K tokens | 128K tokens | GPT-5.6 Sol |
| Input price / 1M | $2 ↗ | $4 ↗ | Gemini 3.1 Pro Preview |
| Output price / 1M | $12 ↗ | $20 ↗ | Gemini 3.1 Pro Preview |
| Cached input / 1M | $0.2 ↗ | $0.4 ↗ | Gemini 3.1 Pro Preview |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $14 | $24 | Gemini 3.1 Pro Preview |
| Modalities | text · vision · audio | text · vision | Gemini 3.1 Pro Preview |
| Released | 2026-02-19 | 2026-07-09 | — |
| Cited benchmark scores | 10 | 8 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Gemini 3.1 Pro Preview vs …
Models sharing the most benchmarksMore matchups
GPT-5.6 Sol vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Gemini 3.1 Pro Preview and GPT-5.6 Sol on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.