GPT-5.6 Terra vs Ling 3.1 Flash

Change models
Ling 3.1 FlashInclusionAI
IndexAll categories, out of 100.
68.9 ±2.0 best
67.2 ±7.2
GapIndex points below the top.
Top
−1.7 · no clear gap
CoverageIndex weight that has results.
100% best
70%
SpeedOutput tokens per second.
66/s
81/s best
EloLMArena rating and rank.
1449
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ReleasedMonth of release.
2026-07
2026-09
Input / 1MUS dollars per 1M input tokens.
$2.00
$0.045 best
Output / 1MUS dollars per 1M output tokens.
$12.00
$0.135 best
Batch output / 1MBatch price per 1M output tokens.
$6.00
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1K chats2K tokens in, 500 out, each.
$10.00
$0.158 best
1K documents20K tokens in, 1K out, each.
$52.00
$1.04 best
1K agent tasks200K tokens in, 20K out, each.
$640.00
$11.70 best
ContextMaximum tokens in one request.
1.05M best
1M
AgenticMulti-step tasks with tools.
68.2 best
66.6
CodingCode writing and repair.
68.4 best
66.9
ReasoningLogic problems and puzzles.
72.5 best
68.0
MultimodalTasks with images and text.
67.3
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KnowledgeFacts and expert knowledge.
65.5
70.4 best
MultilingualTasks in many languages.
60.7
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InstructionTasks with strict prompt rules.
56.4
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MathMath problems.
72.8
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Benchmarks

11 shared
Only GPT-5.6 Terra: 98Only Ling 3.1 Flash: 7
GPT-5.6 Terra
Ling 3.1 Flash
42.9% best34 / 222
39.4%50 / 222
83.0%18 / 217
83.0%18 / 217
30.0% best10 / 214
18.0%35 / 214
47.6%33 / 133
55.9% best16 / 133
55.0% best29 / 114
54.1%36 / 114
87.4% best14 / 86
81.2%31 / 86
63.4%20 / 83
68.7% best10 / 83
BrowseCompAgentic
87.5%14 / 63
91.7% best5 / 63
DeepSWEAgentic
69.6% best23 / 59
59.7%42 / 59
CyberGymAgentic
81.8%16 / 29
87.9% best4 / 29
57.7%14 / 18
65.3% best3 / 18