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Compare / head-to-head

Amazon Nova 2 LitevsGPT-4.1

Amazon Nova 2 Lite leads 1 of 1 shared benchmark. GPT-4.1 has the larger context window (1.0M tokens).

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

Shared benchmarks
1 – 0
Amazon Nova 2 Lite leads
Cheaper per token
list price, input + output
Larger context
GPT-4.1
1.0M tokens
Provider uptime (30d)
— · 94.2446%
Amazon · OpenAI
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
GPT-4.1
OpenAI · released 2025-04-14
textvision
Context
1.0M
Max out
33K
Input /1M
$2
Output /1M
$8
Cached /1M
$0.5
Scores
10 · 8 core
Quality

Benchmark matrix

BenchmarkAmazon Nova 2 LiteGPT-4.1ΔEdge
Reported by both · 1
GPQA Diamond79.6% 66.3% +13.3 ptAmazon Nova 2 Lite
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 GPT-4.1 reports · 8
SWE-bench Verifiednot reported54.6%
MMLUnot reported90.2%
AIME 2024not reported48.1%
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported6% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported38.3% epoch
SimpleQA Verifiednot reported31.1% epoch
SWE-bench Verified (Epoch AI run)not reported48.5% epoch
Video-MME (long, no subtitles)not reported72%
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 GPT-4.1 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

SpecAmazon Nova 2 LiteGPT-4.1Edge
Context window1M tokens1.0M tokensGPT-4.1
Max output66K tokens33K tokensAmazon Nova 2 Lite
Input price / 1M$2
Output price / 1M$8
Cached input / 1M$0.5
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$10
Modalitiestext · visiontext · visionTie
Released2025-12-022025-04-14
Cited benchmark scores1210
Reliability

Provider status

All providers
Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run Amazon Nova 2 Lite and GPT-4.1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.