Compare / head-to-head
Claude Opus 4.8vsGPT-5.2 Pro
Claude Opus 4.8 leads 6 of 6 shared benchmarks. Claude Opus 4.8 is 6.3x cheaper per token. Claude Opus 4.8 has the larger context window (1M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
6 – 0
Claude Opus 4.8 leads
Cheaper per token
Claude Opus 4.8
6.3x cheaper, input + output
Larger context
Claude Opus 4.8
1M tokens
Provider uptime (30d)
100% · 95.493%
Anthropic · OpenAI
Claude Opus 4.8
Anthropic · released 2026-05-28
textvision
GPT-5.2 Pro
OpenAI · released 2025-12-11
textvision
Quality
Benchmark matrix
6 shared · 10 only Claude Opus 4.8 · 4 only GPT-5.2 Pro| Benchmark | Claude Opus 4.8 | GPT-5.2 Pro | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 6 | ||||
| GPQA Diamond | 93.6% ↗ | 93.2% ↗ | +0.4 pt | Claude Opus 4.8 |
| Humanity's Last Exam (no tools) | 49.8% ↗ | 36.6% ↗ | +13.2 pt | Claude Opus 4.8 |
| BrowseComp | 84.3% ↗ | 77.9% ↗ | +6.4 pt | Claude Opus 4.8 |
| FrontierMath Tier 4 v2 (Epoch AI run) | 56.1% ↗epoch | 46% ↗epoch | +10.1 pt | Claude Opus 4.8 |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 80% ↗epoch | 74% ↗epoch | +6 pt | Claude Opus 4.8 |
| Humanity's Last Exam (with tools) | 57.9% ↗ | 50% ↗ | +7.9 pt | Claude Opus 4.8 |
| Only Claude Opus 4.8 reports · 10 | ||||
| SWE-bench Verified | 88.6% ↗ | not reported | — | — |
| AIME 2026 | 100% ↗matharena ⚠ | not reported | — | — |
| LMArena Elo | 1452.7 ↗ | not reported | — | — |
| OSWorld-Verified | 83.4% ↗ | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 98.3% ↗epoch | not reported | — | — |
| SimpleQA Verified | 53% ↗epoch | not reported | — | — |
| SWE-bench Multilingual | 84.4% ↗ | not reported | — | — |
| SWE-bench Multimodal | 38.4% ↗ | not reported | — | — |
| SWE-Bench Pro | 69.2% ↗ | not reported | — | — |
| Terminal-Bench 2.1 | 74.6% ↗ | not reported | — | — |
| Only GPT-5.2 Pro reports · 4 | ||||
| AIME 2025 | not reported | 100% ↗ | — | — |
| ARC-AGI-1 (Verified) | not reported | 90.5% ↗ | — | — |
| ARC-AGI-2 (Verified) | not reported | 54.2% ↗ | — | — |
| GDPval (wins or ties) | not reported | 74.1% ↗ | — | — |
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 4.8 minus GPT-5.2 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
Official pricing pages and model cards| Spec | Claude Opus 4.8 | GPT-5.2 Pro | Edge |
|---|---|---|---|
| Context window | 1M tokens | 400K tokens | Claude Opus 4.8 |
| Max output | 128K tokens | 128K tokens | Tie |
| Input price / 1M | $5 ↗ | $21 ↗ | Claude Opus 4.8 |
| Output price / 1M | $25 ↗ | $168 ↗ | Claude Opus 4.8 |
| Cached input / 1M | $0.5 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $30 | $189 | Claude Opus 4.8 |
| Modalities | text · vision | text · vision | Tie |
| Released | 2026-05-28 | 2025-12-11 | — |
| Cited benchmark scores | 17 | 10 | — |
Reliability
Provider status
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Which one wins on your data?
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