DeepSeek V3.1 vs North Mini Code
Change modelsDeepSeek V3.1DeepSeek
North Mini CodeCohere
IndexAll categories, out of 100.
37.9 ±5.8
38.0 ±7.9 best
GapIndex points below the top.
−0.1 · no clear gap
Top
CoverageIndex weight that has results.
85% best
75%
SpeedOutput tokens per second.
98/s best
70/s
EloLMArena rating and rank.
1420
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ReleasedMonth of release.
2025-08
2026-06
Input / 1MUS dollars per 1M input tokens.
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Free
Output / 1MUS dollars per 1M output tokens.
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Free
1K chats2K tokens in, 500 out, each.
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Free
1K documents20K tokens in, 1K out, each.
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Free
1K agent tasks200K tokens in, 20K out, each.
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Free
ContextMaximum tokens in one request.
128K
256K best
AgenticMulti-step tasks with tools.
38.0 best
30.8
CodingCode writing and repair.
43.0
46.4 best
ReasoningLogic problems and puzzles.
38.2 best
35.2
MultimodalTasks with images and text.
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KnowledgeFacts and expert knowledge.
41.5 best
38.7
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
24.3
42.9 best
MathMath problems.
29.9
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Benchmarks
7 sharedOnly DeepSeek V3.1: 10Only North Mini Code: 2
DeepSeek V3.1
North Mini Code