Kimi K3.1 Pro vs MiniMax M3.1 Flash

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Kimi K3.1 ProMoonshot AISmartest open
IndexAll categories, out of 100.
75.7 ±4.7 best
69.3 ±5.4
GapIndex points below the top.
Top
−6.4 · no clear gap
CoverageIndex weight that has results.
80%
80%
SpeedOutput tokens per second.
43/s
100/s best
EloLMArena rating and rank.
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ReleasedMonth of release.
2026-10
2026-10
Input / 1MUS dollars per 1M input tokens.
$2.00
$0.15 best
Output / 1MUS dollars per 1M output tokens.
$10.00
$0.60 best
Batch output / 1MBatch price per 1M output tokens.
$6.00
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1K chats2K tokens in, 500 out, each.
$9.00
$0.60 best
1K documents20K tokens in, 1K out, each.
$50.00
$3.60 best
1K agent tasks200K tokens in, 20K out, each.
$600.00
$42.00 best
ContextMaximum tokens in one request.
1.05M
1.05M
AgenticMulti-step tasks with tools.
76.7 best
71.8
CodingCode writing and repair.
71.9 best
69.4
ReasoningLogic problems and puzzles.
77.7 best
67.9
MultimodalTasks with images and text.
72.0 best
58.1
KnowledgeFacts and expert knowledge.
71.0 best
68.9
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
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MathMath problems.
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Benchmarks

14 shared
Only Kimi K3.1 Pro: 49Only MiniMax M3.1 Flash: 22
Kimi K3.1 Pro
MiniMax M3.1 Flash
52.5% best11 / 222
48.0%17 / 222
86.3% best3 / 217
79.7%45 / 217
24.6% best22 / 214
22.3%25 / 214
48.9% best23 / 164
45.1%37 / 164
67.3% best3 / 133
47.9%31 / 133
60.8% best9 / 114
53.4%39 / 114
83.9% best9 / 113
79.1%29 / 113
DeepSWEAgentic
75.5% best5 / 59
73.7%13 / 59
51.1% best8 / 53
43.4%20 / 53
93.4% best3 / 49
82.5%23 / 49
79.6% best1 / 25
61.7%7 / 25
43.2% best6 / 21
29.6%13 / 21
43.9% best9 / 19
33.5%18 / 19
95.4%
91.0%