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The LLM benchmark aggregator.

Beam 1.0

Reflection

Strongest in Web research (#25 of 48, on 1 of its 2 boards), weakest in Agents (#185 of 289). Above par in 4 of 14 scopes. Among the models it meets almost everywhere, it finishes behind Claude Fable 5 and GPT-6 Astra and ahead of DeepSeek V3 and GPT-4.1 Mini.

§ 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.

Coding51.8#69/176
Agentic coding51.9#64/169
Professional47.9#119/187
Document design42.1#36/47
Reasoning46.7#122/189
Reasoning45.2#85/143
Core abilities46#152/225
Data analysis42.4#36/47
General intelligence47#130/214
Agents46.2#185/289
Web research51.7#25/48
Long-horizon work37.1#39/47
Knowledge work54.8#60/198
Computer use33.4#76/80

§ 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 Beam 1.0, left for the other.

GPT-4o Miniwon 9 · lost 0
GPT-4.1 Nanowon 9 · lost 0
Claude Haiku 4.5won 13 · lost 1
Gemma 4 31Bwon 13 · lost 1
Nemotron 3.5 Super VLwon 12 · lost 2
GPT-5.4 Nanowon 7 · lost 2
GPT-5.4 Miniwon 6 · lost 3
Mistral Large 3won 6 · lost 3
MiniMax M3won 9 · lost 5
Inklingwon 8 · lost 6
Gemini 3.5 Flash Litewon 5 · lost 4
GPT OSS 120Bwon 5 · lost 4
GPT-4.1 Miniwon 5 · lost 4
DeepSeek V3won 5 · lost 4
Mistral Large 4won 7 · lost 7
Muse Spark Openwon 7 · lost 7
Gemini 3.1 Prowon 7 · lost 7
Inkling Smallwon 4 · lost 5
DeepSeek V3.2won 4 · lost 5
GPT-5 Miniwon 4 · lost 5
Gemini 2.5 Prowon 4 · lost 5
Gemini 3.5 Flashwon 4 · lost 5
DeepSeek R1won 3 · lost 6
GPT-5won 3 · lost 6
Claude Sonnet 4.5won 3 · lost 7
Kimi K2.5won 3 · lost 7
GLM-5.3 Flashwon 4 · lost 10
Claude Sonnet 4.6won 3 · lost 11
Muse Spark 1.2won 3 · lost 11
DeepSeek V4 Flash Visionwon 3 · lost 11
Claude Sonnet 4won 2 · lost 8
Claude Haiku 5.5won 2 · lost 12
GPT-5.6 Lunawon 1 · lost 13
GPT-6 Lunawon 1 · lost 13
Step 5won 1 · lost 13
Qwen3.8 27Bwon 1 · lost 13
GPT-5.6 Terrawon 1 · lost 13
Gemini 3.8 Flashwon 1 · lost 13
Claude Sonnet 5.5won 1 · lost 13
Mimo V2.6 Prowon 1 · lost 13
Claude Opus 4.8won 1 · lost 13
Qwen3.8 Maxwon 1 · lost 13
GPT-6 Solwon 1 · lost 13
GPT-5.6 Solwon 1 · lost 13
GPT-5.5won 1 · lost 13
Muse Spark 1.3won 1 · lost 13
GLM-5.2won 0 · lost 9
DeepSeek V4 Flashwon 0 · lost 9
DeepSeek V4 Prowon 0 · lost 9
Claude Opus 4.7won 0 · lost 9
GPT-5.4won 0 · lost 9
O3won 0 · lost 9
Qwen3.8 Flashwon 0 · lost 13
Claude Sonnet 5won 0 · lost 14
GLM-5.3won 0 · lost 14
Claude Opus 5won 0 · lost 14
Grok 4.6won 0 · lost 14
Gemini 3.7 Flashwon 0 · lost 14
Kimi K3won 0 · lost 14
Grok 4.5won 0 · lost 14
DeepSeek V4.1 Flashwon 0 · lost 14
Grok 4.7won 0 · lost 14
Claude Opus 5.5won 0 · lost 14
Muse Wonderwon 0 · lost 14
Claude Fable 5.1won 0 · lost 14
Gemini 4 Argonwon 0 · lost 14
GPT-6.1 Solwon 0 · lost 14
GPT-6 Astrawon 0 · lost 14
Claude Fable 5won 0 · lost 14

§ 3 · Sources

Where the numbers come from

5 publications, 12 figures. Every one links to the page it was read from.

Artificial Analysis ↗1 measureread 2026-10-19
Artificial Analysis Intelligence Index 30
GDPval-AA ↗1 measureread 2026-10-19
GDPval-AA 1177
AA-Briefcase ↗1 measureread 2026-10-19
AA-Briefcase 976
ARC-AGI-2 ↗1 measureread 2026-10-19
ARC-AGI-2 23.5%
LiveBench ↗8 measuresread 2026-10-19
LiveBench 55.5LiveBench · Agentic 17.3LiveBench · Reasoning 80.2LiveBench · Coding 83.9LiveBench · Browser Use 0LiveBench · Data Analysis 66.4LiveBench · Research 72.8LiveBench · Design 67.9

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