Compare / head-to-head
Claude Sonnet 4.5vsDeepSeek V3.2
Claude Sonnet 4.5 and DeepSeek V3.2 split their 4 shared benchmarks evenly. Claude Sonnet 4.5 has the larger context window (200K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
2 – 2
even split
Cheaper per token
—
list price, input + output
Larger context
Claude Sonnet 4.5
200K tokens
Provider uptime (30d)
100% · 100%
Anthropic · DeepSeek
Claude Sonnet 4.5
Anthropic · released 2025-09-29
textvision
DeepSeek V3.2
DeepSeek · released 2025-12-01
text
- Context
- 131K
- Max out
- 66K
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 8 · 7 core
Quality
Benchmark matrix
4 shared · 16 only Claude Sonnet 4.5 · 3 only DeepSeek V3.2| Benchmark | Claude Sonnet 4.5 | DeepSeek V3.2 | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 4 | ||||
| SWE-bench Verified | 77.2% ↗ | 73.1% ↗ | +4.1 pt | Claude Sonnet 4.5 |
| GPQA Diamond | 83.4% ↗ | 82.4% ↗ | +1 pt | Claude Sonnet 4.5 |
| AIME 2025 | 84.2% ↗matharena ⚠ | 93.1% ↗ | -8.9 pt | DeepSeek V3.2 |
| Humanity's Last Exam (no tools) | 17.7% ↗ | 25.1% ↗ | -7.4 pt | DeepSeek V3.2 |
| Only Claude Sonnet 4.5 reports · 16 | ||||
| ARC-AGI-2 (Verified) | 13.6% ↗ | not reported | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | 2.4% ↗epoch | not reported | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 23.9% ↗epoch | not reported | — | — |
| GDPval-AA | 1276 ↗ | not reported | — | — |
| Humanity's Last Exam (with tools) | 33.6% ↗ | not reported | — | — |
| MCP Atlas | 43.8% ↗ | not reported | — | — |
| MMMLU | 89.5% ↗ | not reported | — | — |
| MMMU-Pro (no tools) | 63.4% ↗ | not reported | — | — |
| MMMU-Pro (with tools) | 68.9% ↗ | not reported | — | — |
| OSWorld-Verified | 61.4% ↗ | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 77.8% ↗epoch | not reported | — | — |
| SimpleQA Verified | 30.7% ↗epoch | not reported | — | — |
| SWE-bench Verified (Epoch AI run) | 71.3% ↗epoch | not reported | — | — |
| Tau2-bench Retail | 86.2% ↗ | not reported | — | — |
| Tau2-bench Telecom | 98% ↗ | not reported | — | — |
| Terminal-Bench 2.0 | 51% ↗ | not reported | — | — |
| Only DeepSeek V3.2 reports · 3 | ||||
| MMLU-Pro | not reported | 85% ↗ | — | — |
| AIME 2026 | not reported | 94.2% ↗matharena | — | — |
| LMArena Elo | not reported | 1424.8 ↗ | — | — |
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 Sonnet 4.5 minus DeepSeek V3.2 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 Sonnet 4.5 | DeepSeek V3.2 | Edge |
|---|---|---|---|
| Context window | 200K tokens | 131K tokens | Claude Sonnet 4.5 |
| Max output | 64K tokens | 66K tokens | DeepSeek V3.2 |
| Input price / 1M | $3 ↗ | — | — |
| Output price / 1M | $15 ↗ | — | — |
| Cached input / 1M | $0.3 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $18 | — | — |
| Modalities | text · vision | text | Claude Sonnet 4.5 |
| Released | 2025-09-29 | 2025-12-01 | — |
| Cited benchmark scores | 21 | 8 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Claude Sonnet 4.5 vs …
Models sharing the most benchmarksMore matchups
DeepSeek V3.2 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Claude Sonnet 4.5 and DeepSeek V3.2 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.