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The LLM benchmark aggregator.

Qwen3.5 4B

Alibaba · 4B

§ 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.

Agents50.3—/267✱
Tool use50.7—/81✱
Reasoning50.7—/178✱
Mathematics53.6—/140✱
Science52.6—/122✱
Expert reasoning48.6—/0✱
Coding47.5—/164✱
Agentic coding48.4—/157✱
Code generation37.1—/77✱

§ 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 Qwen3.5 4B, left for the other.

GPT-4owon 6 · lost 0
Gemma 4 E4Bwon 6 · lost 0
Mistral Large 3won 6 · lost 0
Claude 3.5 Haikuwon 6 · lost 0
Mistral Medium 3.5won 6 · lost 0
GPT-4.1 Nanowon 7 · lost 0
GPT-4o Miniwon 7 · lost 0
Granite 4.2 3Bwon 8 · lost 1
Qwen3.5 0.8Bwon 6 · lost 1
DeepSeek V3won 6 · lost 1
GPT-4.1 Miniwon 6 · lost 1
GPT-5.4 Nanowon 6 · lost 1
GPT OSS 120Bwon 5 · lost 1
Grok Build 0.1won 5 · lost 1
Granite 4.2 30Bwon 6 · lost 2
K2 Horizon 0.9Bwon 5 · lost 2
OpenBMB 1Bwon 5 · lost 2
Gemini 3.5 Flash Litewon 5 · lost 2
Grok 4.3won 5 · lost 2
Command Awon 5 · lost 2
Claude 3.5 Sonnetwon 4 · lost 2
Claude 3.7 Sonnetwon 4 · lost 2
Inkling Smallwon 4 · lost 2
Mimo V2.5won 4 · lost 2
Qwen3.6 27Bwon 4 · lost 2
G9v3 3Bwon 6 · lost 3
Inklingwon 6 · lost 3
MiniMax M3won 6 · lost 3
Nemotron 3 Ultrawon 5 · lost 3
Gemma 4 31Bwon 5 · lost 3
Nemotron 3 Superwon 5 · lost 3
Qwen3.6 35B A3Bwon 5 · lost 3
Qwen3.5 2Bwon 4 · lost 3
Gemini 3.1 Prowon 4 · lost 3
Claude Sonnet 4won 4 · lost 3
GPT-5.4 Miniwon 4 · lost 3
Qwen3.6 Pluswon 4 · lost 3
Claude Haiku 4.5won 4 · lost 3
Claude Opus 4won 3 · lost 3
DeepSeek R1won 3 · lost 3
Gemini 3.1 Flash Litewon 3 · lost 3
Muse Sparkwon 3 · lost 3
Mimo V2.5 Prowon 3 · lost 3
O3 Miniwon 3 · lost 4
Qwen3.7 Maxwon 3 · lost 4
Kimi K2.6won 3 · lost 4
GPT-4.1won 3 · lost 4
Kimi K2won 3 · lost 4
GLM-4.6won 3 · lost 4
Granite 4.2 8Bwon 3 · lost 5
G9v3 39A5Bwon 3 · lost 5
K2 Horizon 32Bwon 3 · lost 5
Muse Glimmer-30Bwon 3 · lost 5
Gemini 2.5 Flashwon 3 · lost 5
Grok 3 Miniwon 2 · lost 4
MiniMax M2.7won 2 · lost 4
GPT-5.1won 2 · lost 4
Kimi K2.7 Codewon 2 · lost 4
Kimi K2.5won 2 · lost 4
Qwen3.8 Flash Nextwon 2 · lost 4
Grok 4.7won 2 · lost 4
Gemini 2.5 Prowon 2 · lost 5
Gemma 4 12Bwon 2 · lost 5
GPT-5 Miniwon 2 · lost 5
Grok 4.5won 2 · lost 5
Claude Sonnet 4.5won 2 · lost 5
Grok 4.1 Fastwon 2 · lost 5
GLM-5.3 Flashwon 2 · lost 5
Gemini 3 Prowon 2 · lost 5
Qwen3.5 9Bwon 2 · lost 6
K2 Horizon 7Bwon 2 · lost 6
O4 Miniwon 2 · lost 6
DeepSeek V4 Flashwon 2 · lost 6
Kimi K3won 2 · lost 6
Claude Opus 4.5won 2 · lost 6
GLM-5.2won 2 · lost 7
Qwen3.8 27Bwon 2 · lost 7
GLM-4.7won 1 · lost 5
GPT-6 Lunawon 1 · lost 5
Muse Spark 1.2won 1 · lost 5
Gemini 3.5 Flashwon 1 · lost 6
Gemini 3.6 Flashwon 1 · lost 6
Muse Spark 1.1won 1 · lost 6
Claude Sonnet 4.6won 1 · lost 6
Gemini 3.8 Flashwon 1 · lost 6
Grok 4.6won 1 · lost 6
Qwen3.8 Maxwon 1 · lost 6
DeepSeek V4 Prowon 1 · lost 7
DeepSeek V4.1 Flashwon 1 · lost 7
GPT-5.6 Solwon 1 · lost 7
GLM-5.3won 1 · lost 7
K2 Horizon 3.7Bwon 1 · lost 8
GPT-5.6 Lunawon 1 · lost 8
Claude Opus 4.6won 0 · lost 6
GPT-5won 0 · lost 6
GLM-5.1won 0 · lost 6
GPT-6 Solwon 0 · lost 6
GPT-6 Astrawon 0 · lost 6
Muse Spark 1.3won 0 · lost 6
Claude Opus 5.5won 0 · lost 6
DeepSeek V3.2won 0 · lost 7
GPT-5.4won 0 · lost 7
Gemini 3.7 Flashwon 0 · lost 7
GPT-5.5won 0 · lost 7
Claude Opus 4.7won 0 · lost 7
Grok 4won 0 · lost 7
Claude Opus 4.8won 0 · lost 7
Claude Fable 5.1won 0 · lost 7
Claude Fable 5won 0 · lost 7
O3won 0 · lost 8
GPT-5.2won 0 · lost 8
K2 Horizon 375B A23Bwon 0 · lost 8
Claude Opus 5won 0 · lost 8
GPT-5.6 Terrawon 0 · lost 9
Claude Sonnet 5won 0 · lost 9

§ 3 · Sources

Where the numbers come from

1 publication, 8 figures. Every one links to the page it was read from.

tau3-Banking 6.8%Terminal-Bench 2.1 25.8%SciCode 16.1%GPQA Diamond 77.1%SWE-bench Verified 41.2%HMMT Feb 2026 61.6%HLE 9.9%BFCL v4 55.7%

Badge

PublicAI Index badge for Qwen3.5 4B[![PublicAI Index](https://publicai.io/model-index/badge?model=qwen3-5-4b)](https://publicai.io/model-index/m/qwen3-5-4b)

✱ Placed by a one-off publication, not a board that re-ran the model. ✱✱ marks a figure the model’s own publisher printed, which counts for less again. Scores are 0–100 on the PublicAI Index scale, 50 = the average of the models each source lists. Scores belong to their publishers.

Snapshot 2026-09-27 · the full index · JSON API