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DeepSeek V3.1 Terminus

DeepSeek · 685B · open weights

Strongest in General intelligence (#69 of 180, on 1 of its 3 boards), weakest in Agents (#207 of 298). Above par in 4 of 6 scopes. Among the models it meets almost everywhere, it finishes behind Gemini 4 Carbon and Gemini 4 Argon and ahead of Gemma 4 31B and Inkling Small.

§ 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.

Core abilities51.6#81/200
General intelligence52.3#69/180
Human preference58.2#114/354
Human preference58.2#114/354
Agents45.7#207/298
Knowledge work43.2#134/208

§ 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 DeepSeek V3.1 Terminus, left for the other.

Nemotron 3 Nano 4Bwon 4 · lost 0
Mistral Small 4won 4 · lost 0
North Mini Codewon 4 · lost 0
Command A+won 4 · lost 0
Qwen3 14Bwon 4 · lost 0
Qwen3 30B A3B Thinkingwon 4 · lost 0
Llama 3.1 8B Instructwon 4 · lost 0
Mistral Mediumwon 4 · lost 0
Claude 3 Haikuwon 4 · lost 0
GPT-4won 4 · lost 0
Llama 3 70B Instructwon 4 · lost 0
Mistral Small 3.1 24B Instructwon 4 · lost 0
Magistral Mediumwon 4 · lost 0
Mercurywon 4 · lost 0
NVIDIA Nemotron 3 Nano 30B A3Bwon 4 · lost 0
Gemma 3n E4B ITwon 4 · lost 0
Llama 3.3 70B Instructwon 4 · lost 0
Claude 3.5 Haikuwon 4 · lost 0
Amazon Nova 2 Litewon 4 · lost 0
GPT-4owon 4 · lost 0
Granite 4.2 30Bwon 4 · lost 0
Gemma 3 12B ITwon 4 · lost 0
Mercury 2won 4 · lost 0
Gemini 2.0 Flashwon 4 · lost 0
O3 Miniwon 4 · lost 0
Trinity Largewon 4 · lost 0
GLM-4.5 Airwon 4 · lost 0
MiniMax M2.5won 4 · lost 0
Qwen3 Next 80B A3B Instructwon 4 · lost 0
LongCat Flash Chatwon 4 · lost 0
Mistral Medium 3.1won 4 · lost 0
Gemma 3 4B ITwon 5 · lost 0
Granite 4.2 3Bwon 6 · lost 0
Granite 4.2 8Bwon 6 · lost 0
GPT-4o miniwon 6 · lost 0
Llama 4 Scout Instructwon 6 · lost 0
GPT-4.1 nanowon 6 · lost 0
Llama 4 Maverick Instructwon 6 · lost 0
NVIDIA Nemotron 3.5 Lightning 30B A3Bwon 6 · lost 0
Mistral Small 3.2won 6 · lost 0
Gemma 3 27B ITwon 6 · lost 0
DeepSeek V3won 6 · lost 0
Mistral Large 3won 6 · lost 0
GPT OSS 20Bwon 5 · lost 1
Qwen3 32Bwon 5 · lost 1
GPT-4.1 miniwon 5 · lost 1
Command Awon 4 · lost 1
Gemini 2.5 Flash-Litewon 4 · lost 1
Gemini 2.5 Flashwon 4 · lost 1
GPT-4.1won 4 · lost 1
Nemotron 3.5 Super VLwon 3 · lost 1
GPT OSS 120Bwon 4 · lost 2
Qwen3 Next 80B A3B Thinkingwon 4 · lost 2
Solar Pro 4won 4 · lost 2
Qwen3 235B A22B Thinkingwon 4 · lost 2
GPT-5.4 nanowon 4 · lost 2
Inkling Smallwon 4 · lost 2
Gemma 4 31Bwon 4 · lost 2
Muse Spark Openwon 2 · lost 2
K-EXAONE 2.0won 2 · lost 2
Apodex 1.1won 2 · lost 2
Beam 1.0won 2 · lost 2
K2 Horizon 375B A23Bwon 2 · lost 2
Nanbeige4.3 33Bwon 2 · lost 2
Agnes 2.5 Pro Thetawon 2 · lost 2
MiniMax M3.1 Flashwon 2 · lost 2
Ling 3.1 Flashwon 2 · lost 2
MiniMax M2won 2 · lost 2
Qwen Pluswon 2 · lost 2
Step 3won 2 · lost 2
GLM-4.5Vwon 2 · lost 2
NVIDIA Nemotron 3 Super 120B A12Bwon 2 · lost 2
Grok 3 Miniwon 2 · lost 2
MiMo V2 Flashwon 2 · lost 2
Qwen3.5 35B A3Bwon 2 · lost 2
Grok 4 Fastwon 2 · lost 2
GLM-4.5won 2 · lost 2
Grok 3won 2 · lost 2
Claude Haiku 4.5won 2 · lost 2
MiniMax M2.7won 2 · lost 2
DeepSeek V3.1won 2 · lost 2
Gemma 4 26B A4Bwon 2 · lost 2
Inklingwon 3 · lost 3
GPT-5 nanowon 2 · lost 3
O4 Miniwon 2 · lost 3
Grok 4won 2 · lost 3
Kimi K2won 2 · lost 3
Qwen3 235B A22B Instructwon 2 · lost 3
GPT-5 miniwon 2 · lost 4
Claude Sonnet 4won 2 · lost 4
Inkling 2 Smallwon 2 · lost 4
DeepSeek R1won 2 · lost 4
Mistral Large 4won 2 · lost 4
DeepSeek V3.2won 2 · lost 4
GLM-4.6won 2 · lost 4
Muse Glimmerwon 2 · lost 4
NVIDIA Nemotron 3 Ultra 550B A55Bwon 2 · lost 4
Mistral Medium 3.5won 2 · lost 4
Qwen3.8 27Bwon 2 · lost 4
Gemini 3.1 Flash-Litewon 2 · lost 4
MiniMax M3won 2 · lost 4
DeepSeek V4 Flashwon 2 · lost 4
GPT-6 Lunawon 2 · lost 4
Gemini 2.5 Prowon 2 · lost 4
GPT-5.4 miniwon 2 · lost 4
Step 5won 2 · lost 4
MiMo V2.6 Flashwon 2 · lost 4
GPT-5.6 Lunawon 2 · lost 4
Gemini 3.5 Flash-Litewon 2 · lost 4
DeepSeek V4 Prowon 2 · lost 4
GPT-5.6 Terrawon 2 · lost 4
GLM-5.3 Flashwon 2 · lost 4
MiMo V2.6 Prowon 2 · lost 4
Qwen3.8 Flash Nextwon 1 · lost 3
GPT-5.2won 1 · lost 4
Grok 4.3won 1 · lost 4
Qwen3.6 Pluswon 1 · lost 4
Kimi K2.6won 1 · lost 4
Claude Sonnet 5won 1 · lost 4
Claude Sonnet 4.6won 1 · lost 4
Muse Spark 1.1won 1 · lost 4
Claude Haiku 5.5won 1 · lost 5
Grok 4.6won 1 · lost 5
GLM-5.2won 1 · lost 5
Qwen3.8 Maxwon 1 · lost 5
Kimi K3won 1 · lost 5
Muse Spark 1.3won 1 · lost 5
Gemini 3.8 Flashwon 1 · lost 5
Tencent Hy4won 0 · lost 4
Muse Emberwon 0 · lost 4
Muse Wonder Fullwon 0 · lost 4
GPT-6.1 Terrawon 0 · lost 4
Claude Fable 5.2won 0 · lost 4
Qwen3.5 122B A10Bwon 0 · lost 4
Qwen3 Maxwon 0 · lost 4
Claude Opus 4won 0 · lost 4
MiMo V2.5won 0 · lost 4
GLM-4.7won 0 · lost 4
Hy3won 0 · lost 4
Qwen3.7 Pluswon 0 · lost 4
GPT-5.1won 0 · lost 4
GLM-5won 0 · lost 4
GLM-5.1won 0 · lost 4
MiMo V2.5 Prowon 0 · lost 4
Grok 4.20won 0 · lost 4
GPT-5.5 Instantwon 0 · lost 4
Muse Sparkwon 0 · lost 4
Claude Opus 4.6won 0 · lost 4
O3won 0 · lost 5
GPT-6 Solwon 0 · lost 5
Qwen3.7 Maxwon 0 · lost 5
Claude Opus 4.5won 0 · lost 5
Gemini 3.5 Flashwon 0 · lost 5
Gemini 3.6 Flashwon 0 · lost 5
Gemini 3 Prowon 0 · lost 5
Gemini 3.1 Prowon 0 · lost 5
Gemini 3.7 Flashwon 0 · lost 5
Claude Opus 5won 0 · lost 5
Muse Spark 1.2won 0 · lost 5
GPT-5won 0 · lost 6
Qwen3.5 397B A17Bwon 0 · lost 6
Grok 4.7won 0 · lost 6
Kimi K2.5won 0 · lost 6
Claude Sonnet 4.5won 0 · lost 6
Grok 4.5won 0 · lost 6
Claude Sonnet 5.5won 0 · lost 6
GPT-6 Astrawon 0 · lost 6
DeepSeek V4.1 Flashwon 0 · lost 6
GPT-5.4won 0 · lost 6
GPT-5.5won 0 · lost 6
GPT-6.1 Solwon 0 · lost 6
Claude Opus 4.8won 0 · lost 6
Kimi K3.1 Prowon 0 · lost 6
GLM-5.3won 0 · lost 6
GPT-5.6 Solwon 0 · lost 6
Claude Opus 4.7won 0 · lost 6
Claude Fable 5.1won 0 · lost 6
Claude Fable 5won 0 · lost 6
Claude Opus 5.5won 0 · lost 6
Muse Wonderwon 0 · lost 6
Gemini 4 Argonwon 0 · lost 6
Gemini 4 Carbonwon 0 · lost 6

§ 3 · Sources

Where the numbers come from

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

LMArena Text ↗1 measureread 2026-11-11
LMArena Text 1416
GDPval-AA ↗1 measureread 2026-11-11
GDPval-AA 718
AA-Briefcase ↗1 measureread 2026-11-11
AA-Briefcase 459
Kagi LLM Benchmark ↗1 measureread 2026-11-11
Kagi LLM Benchmark 57.4%

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