GPT-5.5 vs Ling 3.1 Flash

Change models
GPT-5.5OpenAI
Ling 3.1 FlashInclusionAI
IndexAll categories, out of 100.
69.1 ±2.5 best
67.2 ±7.2
GapIndex points below the top.
Top
−1.9 · no clear gap
CoverageIndex weight that has results.
95% best
70%
SpeedOutput tokens per second.
52/s
81/s best
EloLMArena rating and rank.
1466
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ReleasedMonth of release.
2026-04
2026-09
Input / 1MUS dollars per 1M input tokens.
$5.00
$0.045 best
Output / 1MUS dollars per 1M output tokens.
$30.00
$0.135 best
Batch output / 1MBatch price per 1M output tokens.
$15.00
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1K chats2K tokens in, 500 out, each.
$25.00
$0.158 best
1K documents20K tokens in, 1K out, each.
$130.00
$1.04 best
1K agent tasks200K tokens in, 20K out, each.
$1,600.00
$11.70 best
ContextMaximum tokens in one request.
1.05M best
1M
AgenticMulti-step tasks with tools.
65.8
66.6 best
CodingCode writing and repair.
65.5
66.9 best
ReasoningLogic problems and puzzles.
74.1 best
68.0
MultimodalTasks with images and text.
66.8
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KnowledgeFacts and expert knowledge.
70.4
70.4
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
64.8
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MathMath problems.
74.7
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Benchmarks

10 shared
Only GPT-5.5: 102Only Ling 3.1 Flash: 8
GPT-5.5
Ling 3.1 Flash
45.8% best26 / 222
39.4%50 / 222
84.3% best7 / 217
83.0%18 / 217
27.1% best17 / 214
18.0%35 / 214
42.5%44 / 133
55.9% best16 / 133
55.8% best27 / 114
54.1%36 / 114
58.6%38 / 83
68.7% best10 / 83
52.2% best19 / 77
37.4%37 / 77
BrowseCompAgentic
84.4%19 / 63
91.7% best5 / 63
MCP AtlasAgentic
75.3%24 / 52
83.0% best11 / 52
CyberGymAgentic
81.8%16 / 29
87.9% best4 / 29