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Gemini 3.1 Pro PreviewvsGemini 3.6 Flash

Gemini 3.1 Pro Preview leads 6 of 6 shared benchmarks. Gemini 3.6 Flash is 3.1x cheaper per token. Both offer a 1.0M-token context window.

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
6 – 0
Gemini 3.1 Pro Preview leads
Cheaper per token
Gemini 3.6 Flash
3.1x cheaper, input + output
Larger context
Tie
both 1.0M tokens
Provider uptime (30d)
100%
Google
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
Gemini 3.6 Flash
Google · released 2026-07-21
textvisionaudio
Context
1.0M
Max out
66K
Input /1M
$0.75
Output /1M
$3.75
Cached /1M
$0.075
Scores
14 · 7 core
Quality

Benchmark matrix

BenchmarkGemini 3.1 Pro PreviewGemini 3.6 FlashΔEdge
Reported by both · 6
GPQA Diamond94.3% 94.1% epoch+0.2 ptGemini 3.1 Pro Preview
AIME 202698.3% matharena96.7% matharena+1.6 ptGemini 3.1 Pro Preview
FrontierMath Tier 4 v2 (Epoch AI run)26.8% epoch22% epoch+4.8 ptGemini 3.1 Pro Preview
FrontierMath Tiers 1-3 v2 (Epoch AI run)59.6% epoch58.9% epoch+0.7 ptGemini 3.1 Pro Preview
OTIS Mock AIME 2024-2025 (Epoch AI run)95.6% epoch94.2% epoch+1.4 ptGemini 3.1 Pro Preview
SimpleQA Verified73.5% epoch66.2% epoch+7.3 ptGemini 3.1 Pro Preview
Only Gemini 3.1 Pro Preview reports · 3
LMArena Elo1480.1 not reported
ARC-AGI-277.1% not reported
SWE-Bench Pro54.2% not reported
Only Gemini 3.6 Flash reports · 8
CharXiv Reasoning (no tools)not reported85.2%
DeepSWE v1.1not reported49%
GDM-MRCR v2 (128k average)not reported91.8%
GDPVal-AA v2not reported1421
MLE-Benchnot reported63.9%
OSWorld-Verifiednot reported83%
SWE-Bench Pro (Public)not reported58.7%
Terminal-bench 2.1not reported78%
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 Gemini 3.6 Flash 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 PreviewGemini 3.6 FlashEdge
Context window1.0M tokens1.0M tokensTie
Max output66K tokens66K tokensTie
Input price / 1M$2 $0.75 Gemini 3.6 Flash
Output price / 1M$12 $3.75 Gemini 3.6 Flash
Cached input / 1M$0.2 $0.075 Gemini 3.6 Flash
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$14$4.5Gemini 3.6 Flash
Modalitiestext · vision · audiotext · vision · audioTie
Released2026-02-192026-07-21
Cited benchmark scores1014
Reliability

Google 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 Gemini 3.6 Flash on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.