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Compare / head-to-head

Claude Opus 4.1vsGPT-5 Pro

GPT-5 Pro leads 3 of 3 shared benchmarks. Claude Opus 4.1 is 1.5x cheaper per token. GPT-5 Pro has the larger context window (400K tokens).

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

Shared benchmarks
0 – 3
GPT-5 Pro leads
Cheaper per token
Claude Opus 4.1
1.5x cheaper, input + output
Larger context
GPT-5 Pro
400K tokens
Provider uptime (30d)
100% · 94.2446%
Anthropic · OpenAI
Claude Opus 4.1
Anthropic · released 2025-08-05
textvision
Context
200K
Max out
32K
Input /1M
$15
Output /1M
$75
Cached /1M
$1.5
Scores
6 · 6 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

BenchmarkClaude Opus 4.1GPT-5 ProΔEdge
Reported by both · 3
GPQA Diamond77.3% epoch88.4% -11.1 ptGPT-5 Pro
FrontierMath Tier 4 v2 (Epoch AI run)2.4% epoch19.5% epoch-17.1 ptGPT-5 Pro
FrontierMath Tiers 1-3 v2 (Epoch AI run)12.6% epoch55.8% epoch-43.2 ptGPT-5 Pro
Only Claude Opus 4.1 reports · 3
SWE-bench Verified74.5% not reported
OTIS Mock AIME 2024-2025 (Epoch AI run)68.9% epochnot reported
SWE-bench Verified (Epoch AI run)73.3% epochnot reported
Only GPT-5 Pro reports · 0
GPT-5 Pro reports nothing Claude Opus 4.1 does not.
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 Claude Opus 4.1 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

SpecClaude Opus 4.1GPT-5 ProEdge
Context window200K tokens400K tokensGPT-5 Pro
Max output32K tokens272K tokensGPT-5 Pro
Input price / 1M$15 $15 Tie
Output price / 1M$75 $120 Claude Opus 4.1
Cached input / 1M$1.5
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$90$135Claude Opus 4.1
Modalitiestext · visiontext · visionTie
Released2025-08-052025-10-06
Cited benchmark scores63
Reliability

Provider status

All providers
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Which one wins on your data?

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