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Compare / head-to-head

Amazon Nova 2 LitevsGemini 3.1 Pro Preview

Gemini 3.1 Pro Preview leads 1 of 1 shared benchmark. 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 – 1
Gemini 3.1 Pro Preview leads
Cheaper per token
list price, input + output
Larger context
Gemini 3.1 Pro Preview
1.0M tokens
Provider uptime (30d)
— · 100%
Amazon · Google
Amazon Nova 2 Lite
Amazon · released 2025-12-02
textvision
Context
1M
Max out
66K
Input /1M
Output /1M
Cached /1M
Scores
12 · 3 core
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
Quality

Benchmark matrix

BenchmarkAmazon Nova 2 LiteGemini 3.1 Pro PreviewΔEdge
Reported by both · 1
GPQA Diamond79.6% 94.3% -14.7 ptGemini 3.1 Pro Preview
Only Amazon Nova 2 Lite reports · 11
MMLU-Pro80.9% not reported
AIME 202591% not reported
BFCL v460.3% not reported
IF-Bench70.8% not reported
LongCodeBench 1M84% not reported
MCP Atlas24.6% not reported
MultiChallenge76.6% not reported
RealKIE-FCC Verified62.1% not reported
tau2-bench Airline Verified64.8% not reported
tau2-bench Retail Verified76.5% not reported
tau2-bench Telecom76% not reported
Only Gemini 3.1 Pro Preview reports · 8
AIME 2026not reported98.3% matharena
LMArena Elonot reported1480.1
ARC-AGI-2not reported77.1%
FrontierMath Tier 4 v2 (Epoch AI run)not reported26.8% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported59.6% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported95.6% epoch
SimpleQA Verifiednot reported73.5% epoch
SWE-Bench Pronot reported54.2%
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 Amazon Nova 2 Lite 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

SpecAmazon Nova 2 LiteGemini 3.1 Pro PreviewEdge
Context window1M tokens1.0M tokensGemini 3.1 Pro Preview
Max output66K tokens66K tokensTie
Input price / 1M$2
Output price / 1M$12
Cached input / 1M$0.2
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$14
Modalitiestext · visiontext · vision · audioGemini 3.1 Pro Preview
Released2025-12-022026-02-19
Cited benchmark scores1210
Reliability

Provider status

All providers
More matchups

Gemini 3.1 Pro Preview vs …

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Public benchmarks are a starting point. Run Amazon Nova 2 Lite and Gemini 3.1 Pro Preview on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.