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Gemini 3.1 Pro PreviewvsGPT-5.1

Gemini 3.1 Pro Preview leads 4 of 4 shared benchmarks. GPT-5.1 is 1.2x 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
4 – 0
Gemini 3.1 Pro Preview leads
Cheaper per token
GPT-5.1
1.2x cheaper, input + output
Larger context
Gemini 3.1 Pro Preview
1.0M tokens
Provider uptime (30d)
100% · 94.4444%
Google · OpenAI
Gemini 3.1 Pro Preview
Google · released 2026-02-19
textvisionaudio
Context
1.0M
Max out
66K
Input /1M
$2
Output /1M
$12
Cached /1M
$0.2
Scores
10 · 8 core
GPT-5.1
OpenAI · released 2025-11-13
textvision
Context
400K
Max out
128K
Input /1M
$1.25
Output /1M
$10
Cached /1M
$0.125
Scores
6 · 6 core
Quality

Benchmark matrix

BenchmarkGemini 3.1 Pro PreviewGPT-5.1ΔEdge
Reported by both · 4
GPQA Diamond94.3% 87.6% epoch+6.7 ptGemini 3.1 Pro Preview
LMArena Elo1480.1 1422.6 +57.5Gemini 3.1 Pro Preview
OTIS Mock AIME 2024-2025 (Epoch AI run)95.6% epoch88.6% epoch+7 ptGemini 3.1 Pro Preview
SimpleQA Verified73.5% epoch48% epoch+25.5 ptGemini 3.1 Pro Preview
Only Gemini 3.1 Pro Preview reports · 5
AIME 202698.3% matharenanot reported
ARC-AGI-277.1% not reported
FrontierMath Tier 4 v2 (Epoch AI run)26.8% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)59.6% epochnot reported
SWE-Bench Pro54.2% not reported
Only GPT-5.1 reports · 2
AIME 2025not reported94.2% matharena
SWE-bench Verified (Epoch AI run)not reported68% epoch
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-5.1 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

SpecGemini 3.1 Pro PreviewGPT-5.1Edge
Context window1.0M tokens400K tokensGemini 3.1 Pro Preview
Max output66K tokens128K tokensGPT-5.1
Input price / 1M$2 $1.25 GPT-5.1
Output price / 1M$12 $10 GPT-5.1
Cached input / 1M$0.2 $0.125 GPT-5.1
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$14$11.25GPT-5.1
Modalitiestext · vision · audiotext · visionGemini 3.1 Pro Preview
Released2026-02-192025-11-13
Cited benchmark scores106
Reliability

Provider status

All providers
More matchups

Gemini 3.1 Pro Preview vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run Gemini 3.1 Pro Preview and GPT-5.1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.