Compare / head-to-head
Claude 3.7 SonnetvsDeepSeek R1
Claude 3.7 Sonnet leads 3 of 4 shared benchmarks. Claude 3.7 Sonnet has the larger context window (200K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
3 – 1
Claude 3.7 Sonnet leads
Cheaper per token
—
list price, input + output
Larger context
Claude 3.7 Sonnet
200K tokens
Provider uptime (30d)
100% · 100%
Anthropic · DeepSeek
Claude 3.7 Sonnet
Anthropic · released 2025-02-24
textvision
DeepSeek R1
DeepSeek · released 2025-01-20
text
- Context
- 128K
- Max out
- 33K
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 8 · 7 core
Quality
Benchmark matrix
4 shared · 1 only Claude 3.7 Sonnet · 3 only DeepSeek R1| Benchmark | Claude 3.7 Sonnet | DeepSeek R1 | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 4 | ||||
| SWE-bench Verified | 70.3% ↗ | 49.2% ↗ | +21.1 pt | Claude 3.7 Sonnet |
| GPQA Diamond | 79.7% ↗epoch | 71.5% ↗ | +8.2 pt | Claude 3.7 Sonnet |
| AIME 2025 | 49.2% ↗matharena ⚠ | 70% ↗matharena | -20.8 pt | DeepSeek R1 |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 57.8% ↗epoch | 53.3% ↗epoch | +4.5 pt | Claude 3.7 Sonnet |
| Only Claude 3.7 Sonnet reports · 1 | ||||
| SWE-bench Verified (Epoch AI run) | 61% ↗epoch | not reported | — | — |
| Only DeepSeek R1 reports · 3 | ||||
| MMLU | not reported | 90.8% ↗ | — | — |
| MMLU-Pro | not reported | 84% ↗ | — | — |
| LMArena Elo | not reported | 1372.6 ↗ | — | — |
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 3.7 Sonnet minus DeepSeek R1 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 3.7 Sonnet | DeepSeek R1 | Edge |
|---|---|---|---|
| Context window | 200K tokens | 128K tokens | Claude 3.7 Sonnet |
| Max output | 128K tokens | 33K tokens | Claude 3.7 Sonnet |
| 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 3.7 Sonnet |
| Released | 2025-02-24 | 2025-01-20 | — |
| Cited benchmark scores | 5 | 8 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
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DeepSeek R1 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
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