Nemotron 3.5 Lightning 30B A3B NVFP4 vs QwQ-32B
Change models
QwQ-32BAlibaba
IndexAll categories, out of 100.
36.9 ±6.8 best
36.3 ±9.5
GapIndex points below the top.
Top
−0.6 · no clear gap
CoverageIndex weight that has results.
75% best
50%
SpeedOutput tokens per second.
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EloLMArena rating and rank.
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1329
ReleasedMonth of release.
2026-08
2025-03
Input / 1MUS dollars per 1M input tokens.
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Output / 1MUS dollars per 1M output tokens.
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1K chats2K tokens in, 500 out, each.
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1K documents20K tokens in, 1K out, each.
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1K agent tasks200K tokens in, 20K out, each.
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ContextMaximum tokens in one request.
1M best
131K
AgenticMulti-step tasks with tools.
30.2
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CodingCode writing and repair.
38.7
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ReasoningLogic problems and puzzles.
39.0 best
25.7
MultimodalTasks with images and text.
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KnowledgeFacts and expert knowledge.
39.4 best
38.4
MultilingualTasks in many languages.
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33.0
InstructionTasks with strict prompt rules.
57.1 best
28.8
MathMath problems.
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41.8
Benchmarks
4 sharedOnly Nemotron 3.5 Lightning 30B A3B NVFP4: 15Only QwQ-32B: 13
Nemotron 3.5 Lightning 30B A3B NVFP4
QwQ-32B