Grok 4.6 vs Ling 3.1 Flash
Change modelsGrok 4.6xAI
Ling 3.1 FlashInclusionAI
IndexAll categories, out of 100.
67.8 ±3.7 best
67.2 ±7.2
GapIndex points below the top.
Top
−0.6 · no clear gap
CoverageIndex weight that has results.
85% best
70%
SpeedOutput tokens per second.
56/s
81/s best
EloLMArena rating and rank.
1430
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ReleasedMonth of release.
2026-08
2026-09
Input / 1MUS dollars per 1M input tokens.
$2.00
$0.045 best
Output / 1MUS dollars per 1M output tokens.
$6.00
$0.135 best
Batch output / 1MBatch price per 1M output tokens.
$4.80
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1K chats2K tokens in, 500 out, each.
$7.00
$0.158 best
1K documents20K tokens in, 1K out, each.
$46.00
$1.04 best
1K agent tasks200K tokens in, 20K out, each.
$520.00
$11.70 best
ContextMaximum tokens in one request.
500K
1M best
AgenticMulti-step tasks with tools.
68.4 best
66.6
CodingCode writing and repair.
67.7 best
66.9
ReasoningLogic problems and puzzles.
66.1
68.0 best
MultimodalTasks with images and text.
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KnowledgeFacts and expert knowledge.
65.7
70.4 best
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
72.0
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MathMath problems.
65.3
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Benchmarks
6 sharedOnly Grok 4.6: 78Only Ling 3.1 Flash: 12
Grok 4.6
Ling 3.1 Flash