Ling 3.1 Flash vs MiMo-V2.6-Pro
Change modelsLing 3.1 FlashInclusionAI
MiMo-V2.6-ProXiaomi
IndexAll categories, out of 100.
67.2 ±7.2
70.2 ±4.7 best
GapIndex points below the top.
−3.0 · no clear gap
Top
CoverageIndex weight that has results.
70%
80% best
SpeedOutput tokens per second.
81/s best
31/s
EloLMArena rating and rank.
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1492
ReleasedMonth of release.
2026-09
2026-09
Input / 1MUS dollars per 1M input tokens.
$0.045 best
$0.435
Output / 1MUS dollars per 1M output tokens.
$0.135 best
$0.87
1K chats2K tokens in, 500 out, each.
$0.158 best
$1.31
1K documents20K tokens in, 1K out, each.
$1.04 best
$9.57
1K agent tasks200K tokens in, 20K out, each.
$11.70 best
$104.40
ContextMaximum tokens in one request.
1M
1.05M best
AgenticMulti-step tasks with tools.
66.6
72.1 best
CodingCode writing and repair.
66.9 best
66.6
ReasoningLogic problems and puzzles.
68.0
68.3 best
MultimodalTasks with images and text.
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KnowledgeFacts and expert knowledge.
70.4 best
64.2
MultilingualTasks in many languages.
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—
InstructionTasks with strict prompt rules.
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—
MathMath problems.
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71.3
Benchmarks
9 sharedOnly Ling 3.1 Flash: 9Only MiMo-V2.6-Pro: 49
Ling 3.1 Flash
MiMo-V2.6-Pro