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Compare / head-to-head

GPT-4.1 nanovsGPT-4o

GPT-4.1 nano leads 3 of 5 shared benchmarks. GPT-4.1 nano is 25x cheaper per token. GPT-4.1 nano has the larger context window (1.0M tokens).

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

Shared benchmarks
3 – 2
GPT-4.1 nano leads
Cheaper per token
GPT-4.1 nano
25x cheaper, input + output
Larger context
GPT-4.1 nano
1.0M tokens
Provider uptime (30d)
95.4416%
OpenAI
GPT-4.1 nano
OpenAI · released 2025-04-14
textvision
Context
1.0M
Max out
33K
Input /1M
$0.1
Output /1M
$0.4
Cached /1M
$0.025
Scores
7 · 5 core
GPT-4o
OpenAI · released 2024-05-13
textvision
Context
128K
Max out
16K
Input /1M
$2.5
Output /1M
$10
Cached /1M
$1.25
Scores
9 · 8 core
Quality

Benchmark matrix

BenchmarkGPT-4.1 nanoGPT-4oΔEdge
Reported by both · 5
GPQA Diamond50.3% 46% +4.3 ptGPT-4.1 nano
MMLU80.1% 85.7% -5.6 ptGPT-4o
AIME 202429.4% 13.1% +16.3 ptGPT-4.1 nano
OTIS Mock AIME 2024-2025 (Epoch AI run)28.9% epoch6.4% epoch+22.5 ptGPT-4.1 nano
SimpleQA Verified6% epoch26% epoch-20 ptGPT-4o
Only GPT-4.1 nano reports · 1
Aider Polyglot9.8% not reported
Only GPT-4o reports · 3
AIME 2025not reported11.7% matharena
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported0.4% epoch
SWE-bench Verified (Epoch AI run)not reported31% epoch
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 GPT-4.1 nano minus GPT-4o 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

SpecGPT-4.1 nanoGPT-4oEdge
Context window1.0M tokens128K tokensGPT-4.1 nano
Max output33K tokens16K tokensGPT-4.1 nano
Input price / 1M$0.1 $2.5 GPT-4.1 nano
Output price / 1M$0.4 $10 GPT-4.1 nano
Cached input / 1M$0.025 $1.25 GPT-4.1 nano
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.5$12.5GPT-4.1 nano
Modalitiestext · visiontext · visionTie
Released2025-04-142024-05-13
Cited benchmark scores79
Reliability

OpenAI status

All providers
More matchups

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Public benchmarks are a starting point. Run GPT-4.1 nano and GPT-4o on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.