Kimi K3 vs Ling 3.1 Flash
Change modelsKimi K3Moonshot AI
Ling 3.1 FlashInclusionAI
IndexAll categories, out of 100.
66.9 ±2.4
67.2 ±7.2 best
GapIndex points below the top.
−0.3 · no clear gap
Top
CoverageIndex weight that has results.
95% best
70%
SpeedOutput tokens per second.
44/s
81/s best
EloLMArena rating and rank.
1474
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ReleasedMonth of release.
2026-07
2026-09
Input / 1MUS dollars per 1M input tokens.
$0.192
$0.045 best
Output / 1MUS dollars per 1M output tokens.
$16.00
$0.135 best
Batch output / 1MBatch price per 1M output tokens.
$11.40
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1K chats2K tokens in, 500 out, each.
$8.38
$0.158 best
1K documents20K tokens in, 1K out, each.
$19.84
$1.04 best
1K agent tasks200K tokens in, 20K out, each.
$358.40
$11.70 best
ContextMaximum tokens in one request.
1.05M best
1M
AgenticMulti-step tasks with tools.
65.9
66.6 best
CodingCode writing and repair.
66.2
66.9 best
ReasoningLogic problems and puzzles.
67.7
68.0 best
MultimodalTasks with images and text.
65.6
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KnowledgeFacts and expert knowledge.
66.3
70.4 best
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
71.0
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MathMath problems.
66.6
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Benchmarks
11 sharedOnly Kimi K3: 118Only Ling 3.1 Flash: 7
Kimi K3
Ling 3.1 Flash