Claude 3.7 Sonnet vs DeepSeek V3.1

Change models
IndexAll categories, out of 100.
37.7 ±4.0
37.9 ±5.8 best
GapIndex points below the top.
−0.2 · no clear gap
Top
CoverageIndex weight that has results.
95% best
85%
SpeedOutput tokens per second.
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98/s
EloLMArena rating and rank.
1299
1420 best
ReleasedMonth of release.
2025-02
2025-08
Input / 1MUS dollars per 1M input tokens.
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—
Output / 1MUS dollars per 1M output tokens.
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1K chats2K tokens in, 500 out, each.
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—
1K documents20K tokens in, 1K out, each.
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—
1K agent tasks200K tokens in, 20K out, each.
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ContextMaximum tokens in one request.
200K best
128K
AgenticMulti-step tasks with tools.
40.7 best
38.0
CodingCode writing and repair.
42.1
43.0 best
ReasoningLogic problems and puzzles.
39.8 best
38.2
MultimodalTasks with images and text.
40.3
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KnowledgeFacts and expert knowledge.
40.0
41.5 best
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
38.1 best
24.3
MathMath problems.
30.0 best
29.9

Benchmarks

10 shared
Only Claude 3.7 Sonnet: 32Only DeepSeek V3.1: 7
Claude 3.7 Sonnet
DeepSeek V3.1
4.2%194 / 222
6.7% best165 / 222
51.7% best153 / 217
47.0%161 / 217
0.0%150 / 214
0.0%150 / 214
65.6%142 / 199
73.5% best124 / 199
28.2% best84 / 164
23.1%115 / 164
50.0% best96 / 149
34.8%109 / 149
44.0% best90 / 146
37.8%115 / 146
68.0%98 / 141
74.9% best82 / 141
62.3%84 / 114
66.0% best79 / 114
23.3%26 / 27
66.3% best20 / 27