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Gemini 3.1 Pro PreviewvsGPT-5 nano

Gemini 3.1 Pro Preview leads 5 of 5 shared benchmarks. GPT-5 nano is 31.1x 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
5 – 0
Gemini 3.1 Pro Preview leads
Cheaper per token
GPT-5 nano
31.1x cheaper, input + output
Larger context
Gemini 3.1 Pro Preview
1.0M tokens
Provider uptime (30d)
100% · 95.0156%
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 nano
OpenAI · released 2025-08-07
textvision
Context
400K
Max out
128K
Input /1M
$0.05
Output /1M
$0.4
Cached /1M
$0.005
Scores
7 · 7 core
Quality

Benchmark matrix

BenchmarkGemini 3.1 Pro PreviewGPT-5 nanoΔEdge
Reported by both · 5
GPQA Diamond94.3% 69.4% epoch+24.9 ptGemini 3.1 Pro Preview
FrontierMath Tier 4 v2 (Epoch AI run)26.8% epoch2.4% epoch+24.4 ptGemini 3.1 Pro Preview
FrontierMath Tiers 1-3 v2 (Epoch AI run)59.6% epoch20% epoch+39.6 ptGemini 3.1 Pro Preview
OTIS Mock AIME 2024-2025 (Epoch AI run)95.6% epoch81.1% epoch+14.5 ptGemini 3.1 Pro Preview
SimpleQA Verified73.5% epoch11.7% epoch+61.8 ptGemini 3.1 Pro Preview
Only Gemini 3.1 Pro Preview reports · 4
AIME 202698.3% matharenanot reported
LMArena Elo1480.1 not reported
ARC-AGI-277.1% not reported
SWE-Bench Pro54.2% not reported
Only GPT-5 nano reports · 2
SWE-bench Verifiednot reported54.7%
AIME 2025not reported85% matharena
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 nano 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 nanoEdge
Context window1.0M tokens400K tokensGemini 3.1 Pro Preview
Max output66K tokens128K tokensGPT-5 nano
Input price / 1M$2 $0.05 GPT-5 nano
Output price / 1M$12 $0.4 GPT-5 nano
Cached input / 1M$0.2 $0.005 GPT-5 nano
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$14$0.45GPT-5 nano
Modalitiestext · vision · audiotext · visionGemini 3.1 Pro Preview
Released2026-02-192025-08-07
Cited benchmark scores107
Reliability

Provider status

All providers
More matchups

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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 nano on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.