Ling 3.0 Flash vs Nemotron 3.5 Super VL 120B A12B NVFP4
Change modelsLing 3.0 FlashInclusionAI
IndexAll categories, out of 100.
50.9 ±4.7 best
50.8 ±5.3
GapIndex points below the top.
Top
−0.1 · no clear gap
CoverageIndex weight that has results.
85%
85%
SpeedOutput tokens per second.
73/s
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EloLMArena rating and rank.
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ReleasedMonth of release.
2026-07
2026-10
Input / 1MUS dollars per 1M input tokens.
$0.021
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Output / 1MUS dollars per 1M output tokens.
$0.063
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1K chats2K tokens in, 500 out, each.
$0.074
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1K documents20K tokens in, 1K out, each.
$0.483
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1K agent tasks200K tokens in, 20K out, each.
$5.46
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ContextMaximum tokens in one request.
262K
1M best
AgenticMulti-step tasks with tools.
53.5 best
45.1
CodingCode writing and repair.
50.0
55.1 best
ReasoningLogic problems and puzzles.
48.8
55.6 best
MultimodalTasks with images and text.
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47.1
KnowledgeFacts and expert knowledge.
46.1
52.7 best
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
58.6 best
55.8
MathMath problems.
54.5
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Benchmarks
12 sharedOnly Ling 3.0 Flash: 31Only Nemotron 3.5 Super VL 120B A12B NVFP4: 11
Ling 3.0 Flash
Nemotron 3.5 Super VL 120B A12B NVFP4