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Ling 3.0 Flash Fin

InclusionAI

Strongest in Finance (#40 of 151), weakest in Coding (#157 of 164). Above par in 3 of 10 scopes. Among the models it meets almost everywhere, it finishes behind Claude Fable 5 and Claude Fable 5.1 and ahead of Command A and Qwen3.6 27B.

§ 1 · Profile

What it is good at

Bars run from 50 — the average of the models each source lists — so right of the line is above par. The middle column is the gap to whoever leads that scope.

Agents54.1#73/267
Knowledge work55.4#49/177
Core abilities48.9#110/204
General intelligence48.3#113/204
Professional44.3#132/168
Finance55.6#40/151
Medical40.9#122/140
Legal39.8#131/151
Coding39.4#157/164
Agentic coding37.8#152/157

§ 2 · Head to head

What it beats, and what beats it

The same models turn up scope after scope. Counted once: where both were placed, who finished higher. Bars run right for Ling 3.0 Flash Fin, left for the other.

Mistral Smallwon 6 · lost 0
Nemotron 3.5 Lightningwon 10 · lost 0
Llama 4 Scout Instructwon 7 · lost 1
GPT OSS 20Bwon 7 · lost 1
Magistral Small 1.2won 5 · lost 1
Magistral Medium 1.2won 5 · lost 1
Mistral Medium 3.1won 5 · lost 1
Nemotron 3 Ultra 550B A55Bwon 5 · lost 1
Mistral Medium 3.5won 8 · lost 2
GPT-4o Miniwon 7 · lost 2
Trinity Largewon 5 · lost 2
GPT-4.1 Nanowon 7 · lost 3
Mercury 2.5won 7 · lost 3
Laguna XS.2won 4 · lost 2
Laguna M.1won 4 · lost 2
Mistral Small 3.1won 4 · lost 2
Kimi K2.7 Codewon 4 · lost 2
Grok Build 0.1won 4 · lost 2
Mistral Small 4won 4 · lost 2
Granite 4.2 3Bwon 4 · lost 2
Granite 4.2 8Bwon 4 · lost 2
Gemma 3 27B Itwon 4 · lost 2
K2 Horizon 3.7Bwon 4 · lost 2
Qwen3.6 35B A3Bwon 4 · lost 2
K2 Horizon 7Bwon 4 · lost 2
Qwen3 32Bwon 4 · lost 2
GPT-5.4 Miniwon 6 · lost 3
Grok 4.3won 6 · lost 4
Mistral Large 3won 6 · lost 4
Claude 3.5 Haikuwon 4 · lost 3
Gemini 2.5 Flash Litewon 4 · lost 3
Qwen3.6 27Bwon 5 · lost 4
Command Awon 5 · lost 4
Mimo V2.5won 4 · lost 4
Gemini 3.5 Flash Litewon 5 · lost 5
GPT-5.4 Nanowon 5 · lost 5
Qwen3.6 Pluswon 5 · lost 5
GPT OSS 120Bwon 5 · lost 5
GPT-4.1 Miniwon 5 · lost 5
Llama 4 Maverick Instructwon 5 · lost 5
Grok 4.1 Fastwon 3 · lost 4
GPT-5 Nanowon 3 · lost 4
Kimi K2.6won 4 · lost 6
Claude Haiku 4.5won 4 · lost 6
Inklingwon 4 · lost 6
GLM-4.6won 4 · lost 6
Qwen3.7 Maxwon 4 · lost 6
O3 Miniwon 3 · lost 5
Ling 3.0 Flashwon 3 · lost 5
Inkling Smallwon 3 · lost 5
MiniMax M2.7won 3 · lost 5
GPT-5.1won 3 · lost 5
GLM-4.7won 3 · lost 5
Gemini 2.0 Flashwon 3 · lost 5
Grok 4 Fastwon 3 · lost 5
Qwen3.5 Flashwon 2 · lost 4
Gemma 4 31Bwon 3 · lost 6
Nemotron 3 Ultrawon 3 · lost 7
DeepSeek V3won 3 · lost 7
Mimo V2.5 Prowon 3 · lost 7
Gemini 3.1 Flash Litewon 3 · lost 7
DeepSeek R1won 3 · lost 7
Gemini 2.5 Prowon 3 · lost 7
GPT-5 Miniwon 3 · lost 7
GPT-5won 3 · lost 7
Claude Sonnet 4won 3 · lost 7
Gemini 3.1 Prowon 3 · lost 7
Claude 3.7 Sonnetwon 2 · lost 5
Muse Sparkwon 2 · lost 6
Grok 4.20won 2 · lost 6
Qwen3.7 Pluswon 2 · lost 7
O3won 2 · lost 7
MiniMax M3won 2 · lost 8
GPT-6 Lunawon 2 · lost 8
GPT-5.6 Lunawon 2 · lost 8
Claude Sonnet 4.6won 2 · lost 8
Muse Spark 1.1won 2 · lost 8
DeepSeek V3.2won 2 · lost 8
Claude Sonnet 4.5won 2 · lost 8
Gemini 3.5 Flashwon 2 · lost 8
Kimi K2.5won 2 · lost 8
GPT-4owon 1 · lost 5
Gemini 3 Flashwon 1 · lost 5
Qwen 3.5 Pluswon 1 · lost 5
MiniMax M2.1won 1 · lost 5
DeepSeek V4won 1 · lost 5
O1won 1 · lost 5
GLM-4.5won 1 · lost 5
GLM-5.1won 1 · lost 7
MiniMax M2.5won 1 · lost 7
Grok 3 Miniwon 1 · lost 7
Grok 3won 1 · lost 7
Kimi K2 Thinkingwon 1 · lost 7
Qwen3 235B A22B Instructwon 1 · lost 7
Claude Opus 4won 1 · lost 7
GLM-5won 1 · lost 7
Kimi K2won 1 · lost 8
Gemini 2.5 Flashwon 1 · lost 8
O4 Miniwon 1 · lost 8
Grok 4won 1 · lost 8
GLM-5.3 Flashwon 1 · lost 9
GLM-5.2won 1 · lost 9
Gemini 3.6 Flashwon 1 · lost 9
DeepSeek V4 Flashwon 1 · lost 9
Qwen3.8 27Bwon 1 · lost 9
DeepSeek V4 Prowon 1 · lost 9
Grok 4.5won 1 · lost 9
DeepSeek V4.1 Flashwon 1 · lost 9
Grok 4.7won 1 · lost 9
GPT-6 Solwon 1 · lost 9
GPT-6 Astrawon 1 · lost 9
Hy4won 0 · lost 6
K2 Horizon MoVA 36B A4Bwon 0 · lost 6
K2 Horizon 375B A23Bwon 0 · lost 6
Qwen3.8 Flash Nextwon 0 · lost 6
DeepSeek V4 Flash Visionwon 0 · lost 6
Claude Opus 4.6won 0 · lost 8
Qwen3 Maxwon 0 · lost 8
GPT-4.1won 0 · lost 9
Claude Opus 4.5won 0 · lost 9
GPT-5.2won 0 · lost 9
Mimo V2.6 Prowon 0 · lost 9
Gemini 3 Prowon 0 · lost 9
Muse Spark 1.3won 0 · lost 9
Claude Sonnet 5won 0 · lost 10
GLM-5.3won 0 · lost 10
Claude Opus 4.8won 0 · lost 10
Muse Spark 1.2won 0 · lost 10
Claude Opus 4.7won 0 · lost 10
GPT-5.6 Terrawon 0 · lost 10
Claude Opus 5won 0 · lost 10
Gemini 3.8 Flashwon 0 · lost 10
GPT-5.4won 0 · lost 10
Gemini 3.7 Flashwon 0 · lost 10
Grok 4.6won 0 · lost 10
Qwen3.8 Maxwon 0 · lost 10
Kimi K3won 0 · lost 10
GPT-5.6 Solwon 0 · lost 10
Claude Opus 5.5won 0 · lost 10
GPT-5.5won 0 · lost 10
Claude Fable 5.1won 0 · lost 10
Claude Fable 5won 0 · lost 10

§ 3 · Sources

Where the numbers come from

4 publications, 11 figures. Every one links to the page it was read from.

Artificial Analysis ↗1 measureread 2026-09-27
Artificial Analysis Intelligence Index 23
GDPval-AA ↗1 measureread 2026-09-27
GDPval-AA 1093
AA-Briefcase ↗1 measureread 2026-09-27
AA-Briefcase 963
Vals.ai ↗8 measuresread 2026-09-27
Vals · Legal Research Bench 15.38%Vals · LegalBench 68.74%Vals · Harvey Legal Agent Benchmark 0%Vals · Finance Agent 54.93%Vals · MedCode 29.3%Vals · MedScribe 75.59%Vals · Vibe Code Bench 3.4% (OpenHands)Vals · Code Migration 1.82%

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