Gemini 3.8 Flash vs Ling 3.1 Flash
Change modelsGemini 3.8 FlashGoogle
Ling 3.1 FlashInclusionAI
IndexAll categories, out of 100.
67.8 ±2.5 best
67.2 ±7.2
GapIndex points below the top.
Top
−0.6 · no clear gap
CoverageIndex weight that has results.
95% best
70%
SpeedOutput tokens per second.
68/s
81/s best
EloLMArena rating and rank.
1500
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ReleasedMonth of release.
2026-09
2026-09
Input / 1MUS dollars per 1M input tokens.
$0.825
$0.045 best
Output / 1MUS dollars per 1M output tokens.
$4.13
$0.135 best
Batch output / 1MBatch price per 1M output tokens.
$1.88
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1K chats2K tokens in, 500 out, each.
$3.71
$0.158 best
1K documents20K tokens in, 1K out, each.
$20.63
$1.04 best
1K agent tasks200K tokens in, 20K out, each.
$247.50
$11.70 best
ContextMaximum tokens in one request.
1.05M best
1M
AgenticMulti-step tasks with tools.
65.3
66.6 best
CodingCode writing and repair.
66.2
66.9 best
ReasoningLogic problems and puzzles.
68.3 best
68.0
MultimodalTasks with images and text.
67.1
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KnowledgeFacts and expert knowledge.
70.9 best
70.4
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
91.3
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MathMath problems.
64.3
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Benchmarks
7 sharedOnly Gemini 3.8 Flash: 99Only Ling 3.1 Flash: 11
Gemini 3.8 Flash
Ling 3.1 Flash