Beam 1.0 501B-A23B FP8 vs Beam 1.0 501B-A23B NVFP4
Change modelsBeam 1.0 501B-A23B FP8Reflection AI
Beam 1.0 501B-A23B NVFP4Reflection AI
IndexAll categories, out of 100.
59.2 ±5.4 best
58.5 ±5.4
GapIndex points below the top.
Top
−0.7 · no clear gap
CoverageIndex weight that has results.
85%
85%
SpeedOutput tokens per second.
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EloLMArena rating and rank.
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ReleasedMonth of release.
2026-10
2026-10
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
1M
AgenticMulti-step tasks with tools.
55.4 best
55.0
CodingCode writing and repair.
61.4 best
60.8
ReasoningLogic problems and puzzles.
64.3 best
62.7
MultimodalTasks with images and text.
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KnowledgeFacts and expert knowledge.
60.3 best
59.2
MultilingualTasks in many languages.
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InstructionTasks with strict prompt rules.
64.4 best
63.0
MathMath problems.
55.8 best
55.5
Benchmarks
18 sharedBeam 1.0 501B-A23B FP8
Beam 1.0 501B-A23B NVFP4