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NVIDIA Nemotron 3.5 Lightning 30B A3B

NVIDIA · 32B · A3B · open weights

Strongest in Cybersecurity (#45 of 47), weakest in Agents (#209 of 298). Above par in 2 of 17 scopes. Among the models it meets almost everywhere, it finishes behind Claude Opus 5.5 and Claude Fable 5.1.

§ 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.

Human preference52#176/354
Human preference52#176/354
Reasoning38.7#177/195
Mathematics32.9#151/152
Coding34.9#179/179
Agentic coding34.1#173/173
Professional35.9#193/194
Cybersecurity27#45/47
Medical32.9#143/149
Finance37.6#146/162
Legal35.5#165/173
Core abilities32.8#200/200
Instruction following26.8#60/62
Language26#62/62
General intelligence39.6#155/180
Agents45.6#209/298
Knowledge work43#135/208

§ 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 NVIDIA Nemotron 3.5 Lightning 30B A3B, left for the other.

Llama 4 Scout Instructwon 6 · lost 6
GPT-4o miniwon 6 · lost 7
Claude 3.5 Haikuwon 5 · lost 6
GPT-4.1 nanowon 6 · lost 8
GPT-4owon 5 · lost 7
Mercury 2.5won 4 · lost 7
GPT OSS 20Bwon 3 · lost 9
GPT-5 nanowon 2 · lost 9
O3 Miniwon 2 · lost 10
Gemma 4 31Bwon 2 · lost 10
Command Awon 2 · lost 11
DeepSeek V3won 2 · lost 12
Mistral Large 3won 2 · lost 12
DeepSeek R1won 2 · lost 12
Mistral Medium 3.5won 2 · lost 12
Gemini 3.1 Flash-Litewon 2 · lost 12
Gemini 2.5 Prowon 2 · lost 12
Inklingwon 2 · lost 15
Qwen3.6 27Bwon 1 · lost 11
Gemini 2.0 Flashwon 1 · lost 11
GPT-4.1 miniwon 1 · lost 13
MiniMax M3won 1 · lost 16
GLM-5.3 Flashwon 1 · lost 16
GPT-6.1 Solwon 1 · lost 16
Qwen3.8 Maxwon 1 · lost 16
Gemini 2.5 Flash-Litewon 0 · lost 11
Claude 3.7 Sonnetwon 0 · lost 11
Grok 4.1 Fastwon 0 · lost 11
Gemini 4 Carbonwon 0 · lost 11
Grok 3 Miniwon 0 · lost 12
MiniMax M2.5won 0 · lost 12
Grok 4 Fastwon 0 · lost 12
Grok 3won 0 · lost 12
Inkling 2 Smallwon 0 · lost 12
Claude Haiku 4.5won 0 · lost 12
MiniMax M2.7won 0 · lost 12
Qwen3 Maxwon 0 · lost 12
Claude Opus 4won 0 · lost 12
MiMo V2.5won 0 · lost 12
GLM-4.7won 0 · lost 12
GPT-5.1won 0 · lost 12
GLM-5won 0 · lost 12
GLM-5.1won 0 · lost 12
MiMo V2.5 Prowon 0 · lost 12
Grok 4.20won 0 · lost 12
Kimi K3.1 Prowon 0 · lost 12
Muse Sparkwon 0 · lost 12
Muse Wonder Fullwon 0 · lost 13
O4 Miniwon 0 · lost 13
Gemini 2.5 Flashwon 0 · lost 13
Grok 4won 0 · lost 13
GPT-4.1won 0 · lost 13
Kimi K2won 0 · lost 13
Qwen3 235B A22B Instructwon 0 · lost 13
O3won 0 · lost 13
Step 5won 0 · lost 13
Gemini 3 Prowon 0 · lost 13
GPT OSS 120Bwon 0 · lost 14
GPT-5 miniwon 0 · lost 14
Claude Sonnet 4won 0 · lost 14
DeepSeek V3.2won 0 · lost 14
GLM-4.6won 0 · lost 14
GPT-5won 0 · lost 14
Kimi K2.5won 0 · lost 14
Claude Sonnet 4.5won 0 · lost 14
Claude Opus 4.6won 0 · lost 14
Inkling Smallwon 0 · lost 15
GPT-5.2won 0 · lost 15
Grok 4.3won 0 · lost 15
Qwen3.6 Pluswon 0 · lost 15
GPT-5.4 miniwon 0 · lost 15
MiMo V2.6 Flashwon 0 · lost 15
Kimi K2.6won 0 · lost 15
Claude Sonnet 4.6won 0 · lost 15
Qwen3.7 Maxwon 0 · lost 15
Claude Opus 4.5won 0 · lost 15
Gemini 3.5 Flashwon 0 · lost 15
MiMo V2.6 Prowon 0 · lost 15
Gemini 3.1 Prowon 0 · lost 15
Muse Spark 1.1won 0 · lost 15
Gemini 4 Argonwon 0 · lost 15
GPT-5.4 nanowon 0 · lost 16
Mistral Large 4won 0 · lost 16
GPT-6 Solwon 0 · lost 16
Claude Sonnet 5won 0 · lost 16
GLM-5.2won 0 · lost 16
GPT-5.4won 0 · lost 16
GPT-5.5won 0 · lost 16
Claude Opus 4.8won 0 · lost 16
Gemini 3.6 Flashwon 0 · lost 16
Gemini 3.7 Flashwon 0 · lost 16
Claude Opus 5won 0 · lost 16
Muse Spark 1.2won 0 · lost 16
Muse Spark 1.3won 0 · lost 16
Claude Opus 4.7won 0 · lost 16
Claude Fable 5won 0 · lost 16
Muse Wonderwon 0 · lost 16
Claude Haiku 5.5won 0 · lost 17
Qwen3.8 27Bwon 0 · lost 17
DeepSeek V4 Flashwon 0 · lost 17
GPT-6 Lunawon 0 · lost 17
Grok 4.7won 0 · lost 17
GPT-5.6 Lunawon 0 · lost 17
Gemini 3.5 Flash-Litewon 0 · lost 17
Grok 4.6won 0 · lost 17
DeepSeek V4 Prowon 0 · lost 17
Grok 4.5won 0 · lost 17
GPT-5.6 Terrawon 0 · lost 17
Claude Sonnet 5.5won 0 · lost 17
GPT-6 Astrawon 0 · lost 17
DeepSeek V4.1 Flashwon 0 · lost 17
GLM-5.3won 0 · lost 17
GPT-5.6 Solwon 0 · lost 17
Kimi K3won 0 · lost 17
Gemini 3.8 Flashwon 0 · lost 17
Claude Fable 5.1won 0 · lost 17
Claude Opus 5.5won 0 · lost 17

§ 3 · Sources

Where the numbers come from

6 publications, 19 figures. Every one links to the page it was read from.

LMArena Text ↗1 measureread 2026-11-11
LMArena Text 1351
Artificial Analysis ↗1 measureread 2026-11-11
Artificial Analysis Intelligence Index 6
GDPval-AA ↗1 measureread 2026-11-11
GDPval-AA 646
AA-Briefcase ↗1 measureread 2026-11-11
AA-Briefcase 507
LiveBench 1.0 ↗8 measuresread 2026-11-11
LiveBench 1.0 44.5LiveBench 1.0 · Reasoning 42.9LiveBench 1.0 · Coding 45.8LiveBench 1.0 · Agentic Coding 19.9LiveBench 1.0 · Mathematics 66.5LiveBench 1.0 · Data Analysis 43.1LiveBench 1.0 · Language 38.3LiveBench 1.0 · Instruction Following 54.9
Vals.ai ↗7 measuresread 2026-11-11
Vals · Legal Research Bench 2.88%Vals · Finance Agent 18.5%Vals · CorpFin 54.23%Vals · MedScribe 4.27%Vals · CyberBench 29.46%Vals · SWE-bench Verified 52.8% (Mini-SWE-agent)Vals · Code Migration 2.95%

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