Compare / head-to-head
Claude Opus 4.1vso3
o3 leads 3 of 5 shared benchmarks. o3 is 9x cheaper per token. Both offer a 200K-token context window.
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
2 – 3
o3 leads
Cheaper per token
o3
9x cheaper, input + output
Larger context
Tie
both 200K tokens
Provider uptime (30d)
100% · 94.9527%
Anthropic · OpenAI
Claude Opus 4.1
Anthropic · released 2025-08-05
textvision
Quality
Benchmark matrix
5 shared · 1 only Claude Opus 4.1 · 2 only o3| Benchmark | Claude Opus 4.1 | o3 | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 5 | ||||
| SWE-bench Verified | 74.5% ↗ | 69.1% ↗ | +5.4 pt | Claude Opus 4.1 |
| GPQA Diamond | 77.3% ↗epoch | 81.8% ↗epoch | -4.5 pt | o3 |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 12.6% ↗epoch | 33.3% ↗epoch | -20.7 pt | o3 |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 68.9% ↗epoch | 84.4% ↗epoch | -15.5 pt | o3 |
| SWE-bench Verified (Epoch AI run) | 73.3% ↗epoch | 62.3% ↗epoch | +11 pt | Claude Opus 4.1 |
| Only Claude Opus 4.1 reports · 1 | ||||
| FrontierMath Tier 4 v2 (Epoch AI run) | 2.4% ↗epoch | not reported | — | — |
| Only o3 reports · 2 | ||||
| AIME 2025 | not reported | 89.2% ↗matharena ⚠ | — | — |
| SimpleQA Verified | not reported | 49.4% ↗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 Claude Opus 4.1 minus o3 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
Official pricing pages and model cards| Spec | Claude Opus 4.1 | o3 | Edge |
|---|---|---|---|
| Context window | 200K tokens | 200K tokens | Tie |
| Max output | 32K tokens | 100K tokens | o3 |
| Input price / 1M | $15 ↗ | $2 ↗ | o3 |
| Output price / 1M | $75 ↗ | $8 ↗ | o3 |
| Cached input / 1M | $1.5 ↗ | $0.5 ↗ | o3 |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $90 | $10 | o3 |
| Modalities | text · vision | text · vision | Tie |
| Released | 2025-08-05 | 2025-04-16 | — |
| Cited benchmark scores | 6 | 7 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Claude Opus 4.1 vs …
Models sharing the most benchmarksMore matchups
o3 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
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