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Compare / head-to-head

Amazon Nova 2 LitevsGemma 4 31B

Gemma 4 31B leads 2 of 2 shared benchmarks. Amazon Nova 2 Lite has the larger context window (1M tokens).

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

Shared benchmarks
0 – 2
Gemma 4 31B leads
Cheaper per token
list price, input + output
Larger context
Amazon Nova 2 Lite
1M 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
Gemma 4 31B
Google · released 2026-04-02
textvision
Context
256K
Max out
Input /1M
Output /1M
Cached /1M
Scores
6 · 5 core
Quality

Benchmark matrix

BenchmarkAmazon Nova 2 LiteGemma 4 31BΔEdge
Reported by both · 2
GPQA Diamond79.6% 84.3% -4.7 ptGemma 4 31B
MMLU-Pro80.9% 85.2% -4.3 ptGemma 4 31B
Only Amazon Nova 2 Lite reports · 10
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 Gemma 4 31B reports · 4
AIME 2026not reported89.2%
Humanity's Last Exam (no tools)not reported19.5%
LMArena Elonot reported1441.7
LiveCodeBench v6not reported80%
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 Gemma 4 31B 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 LiteGemma 4 31BEdge
Context window1M tokens256K tokensAmazon Nova 2 Lite
Max output66K tokens
Input price / 1M
Output price / 1M
Cached input / 1M
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
Modalitiestext · visiontext · visionTie
Released2025-12-022026-04-02
Cited benchmark scores126
Reliability

Provider status

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Which one wins on your data?

Public benchmarks are a starting point. Run Amazon Nova 2 Lite and Gemma 4 31B on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.