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Compare / head-to-head

GPT-4.1 nanovsGPT-5 Pro

GPT-5 Pro leads 1 of 1 shared benchmark. GPT-4.1 nano is 270x 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
0 – 1
GPT-5 Pro leads
Cheaper per token
GPT-4.1 nano
270x cheaper, input + output
Larger context
GPT-4.1 nano
1.0M tokens
Provider uptime (30d)
94.4637%
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-5 Pro
OpenAI · released 2025-10-06
textvision
Context
400K
Max out
272K
Input /1M
$15
Output /1M
$120
Cached /1M
Scores
3 · 3 core
Quality

Benchmark matrix

BenchmarkGPT-4.1 nanoGPT-5 ProΔEdge
Reported by both · 1
GPQA Diamond50.3% 88.4% -38.1 ptGPT-5 Pro
Only GPT-4.1 nano reports · 5
MMLU80.1% not reported
Aider Polyglot9.8% not reported
AIME 202429.4% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)28.9% epochnot reported
SimpleQA Verified6% epochnot reported
Only GPT-5 Pro reports · 2
FrontierMath Tier 4 v2 (Epoch AI run)not reported19.5% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported55.8% 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-5 Pro 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-5 ProEdge
Context window1.0M tokens400K tokensGPT-4.1 nano
Max output33K tokens272K tokensGPT-5 Pro
Input price / 1M$0.1 $15 GPT-4.1 nano
Output price / 1M$0.4 $120 GPT-4.1 nano
Cached input / 1M$0.025
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.5$135GPT-4.1 nano
Modalitiestext · visiontext · visionTie
Released2025-04-142025-10-06
Cited benchmark scores73
Reliability

OpenAI status

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Public benchmarks are a starting point. Run GPT-4.1 nano and GPT-5 Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.