Claude 3.7 Sonnet vs DeepSeek V3 0324

Change models
IndexAll categories, out of 100.
37.7 ±4.0 best
37.1 ±5.0
GapIndex points below the top.
Top
−0.6 · no clear gap
CoverageIndex weight that has results.
95% best
90%
SpeedOutput tokens per second.
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EloLMArena rating and rank.
1299
1375 best
ReleasedMonth of release.
2025-02
2025-03
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
34.0
CodingCode writing and repair.
42.1 best
40.9
ReasoningLogic problems and puzzles.
39.8 best
36.0
MultimodalTasks with images and text.
40.3
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KnowledgeFacts and expert knowledge.
40.0 best
37.6
MultilingualTasks in many languages.
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40.1
InstructionTasks with strict prompt rules.
38.1 best
27.3
MathMath problems.
30.0
38.0 best

Benchmarks

16 shared
Only Claude 3.7 Sonnet: 26Only DeepSeek V3 0324: 6
Claude 3.7 Sonnet
DeepSeek V3 0324
4.2%194 / 222
4.7% best183 / 222
51.7% best153 / 217
40.7%167 / 217
0.0%150 / 214
0.0%150 / 214
65.6% best142 / 199
65.5%144 / 199
28.2% best84 / 164
24.3%108 / 164
80.0% best91 / 149
77.7%107 / 149
50.0% best96 / 149
47.1%97 / 149
44.0% best90 / 146
41.0%102 / 146
TaxEval v2Finance
72.4% best62 / 143
71.1%83 / 143
56.7%111 / 142
65.5% best100 / 142
67.4% best100 / 135
61.6%109 / 135
MMLU ProKnowledge
80.7% best85 / 135
79.5%94 / 135
AIMEMath
22.3%79 / 95
52.2% best60 / 95
MGSMMultilingual
92.4% best18 / 74
91.7%26 / 74
62.4% best27 / 65
42.0%47 / 65
76.8%43 / 59
88.6% best30 / 59