- WildClawBench-MM Multimodal tool use (multimodal tasks only, Claude Code) 71
- UniClawBench Multimodal tool use (OpenClaw) 69.6
- AgenticVBench Multimodal tool use (Claude Code) 36.8
- OmniGAIA Web Search 74
- DailyOmni Audio-Visual Understanding 85.1
- WorldSense Audio-Visual Understanding 68.5
- AVUT Audio-Visual Understanding 86.6
- JoinAVBench Audio-Visual Understanding 75.9
- OmniVideoBench Audio-Visual Reasoning (static; Qwen Code 67.8) 63.4
- Video-MME-v2 Audio-Visual Reasoning (static, audio input; Qwen Code 71.3) 65
- LVOmniBench Long Video Reasoning (static; Qwen Code 73.6) 63.3
- OmniCap-IF Audio-Visual Caption CSR 80.6 ISR 28.2 80.6
- QIVD Audio-Visual Interaction 69.6
- StreamingBench Audio-Visual Interaction 80.8
- FLEURS-ASR Multilingual ASR (WER, 60 languages); FLEURS-S2TT BLEU 31.8 9.3
- SpotSoundBench Audio Grounding 67.2
- MMAU Audio Understanding 81.8
- MMAR Audio Understanding 79.8
- MMSU Audio Understanding 82.1
- LongAudioSpan Long Audio Reasoning Accuracy 82.7 Rubric 71.8 Chain 48.2 82.7
- MuchoMusic-RUL Music Understanding 72.6
- HumMusQA Music Understanding 75.8
- MusTBench Music Understanding 50.6
- Audio MultiChallenge Audio Interaction 71.5
- WildSpeech Audio Interaction 74.3
- VoiceBench Audio Interaction 91.6
- DeepSWE 1.1 (best of Claude Code and mini-SWE-agent) 57.8
- SWE-bench Pro (Claude Code, Qwen-corrected tasks) 63.3
- SWE-bench Multilingual (mini-SWE-agent) 80.5
- NL2Repo-Bench (Claude Code) 48.9
- CoWorkBench Long-horizon office work 75.3
- IFBench 81.5
- GPQA Diamond 91
- HLE (judged by GPT-4o) 36.5
- LiveCodeBench v6 92.6
- ClawEval-MM Pass@3 60.4 Average 61.9 61.9
- AndroidWorld 87.1
- Vision2Web 62.9
- ERQA 71
- LVBench 76.9
- RealWorldQA 87.7
- MathVision Without CI 91.8 With CI 96.2 96.2
- CharXiv (RQ) Without CI 83.5 With CI 91.4 91.4
- OmniCloze Audio-Visual Caption 63.2
- Mean of WenetSpeech (Net) 4.8 / WenetSpeech (Meeting) 4.6 ASR (WER) 4.7
Qwen3.8-Omni-Flash
Qwen3.8-Omni-Flash ranks first on 6 of the 25 benchmarks it has scores on.
45
Benchmarks with a score
6
Ranked first, out of five or more models
14
In the top three
Qwen Sep 2026 Qwen3.8-Omni-Flash
Closed weights Mid-size
No Epoch Capabilities Index score yet
- IFBench 81.5% #5 /70
- NL2Repo-Bench 48.9% #12 /28
- ERQA 71% #6 /26
Where it ranks
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
Knowledge and language
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| IFBench | 81.5% | #5 of 70 | Model card | |
| Humanity's Last Exam | 36.5% | #65 of 147 | Model card |
Math and science
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| GPQA Diamond | 91% | #22 of 284 | Model card |
Coding
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| LiveCodeBench v6 | 92.6% | #2 of 76 | Model card | |
| SWE-bench Multilingual | 80.5% | #13 of 70 | Model card | |
| SWE-Bench Pro | 63.3% | #18 of 77 | Model card | |
| NL2Repo-Bench | 48.9% | #12 of 28 | Model card | |
| DeepSWE | 57.8% | #39 of 51 | Model card | |
| Vision2Web | 62.9% | #5 of 5 | Model card |
Agents and tools
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| AndroidWorld | 87.1% | #1 of 18 | Model card | |
| WildClawBench | 71% | #1 of 5 | Model card | |
| OmniGAIA | 74% | #1 of 3 | Model card | |
| UniClawBench | 69.6% | #1 of 1 | Model card |
Professional work
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| CoWorkBench | 75.3% | #1 of 6 | Model card |
Vision, audio and robotics
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| MATH-Vision (MathVision) | 96.2% | #2 of 42 | Model card | |
| CharXiv | 91.4% | #4 of 67 | Model card | |
| RealWorldQA | 87.7% | #3 of 30 | Model card | |
| MMAU | 81.8% | #2 of 14 | Model card | |
| Daily-Omni | 85.1% | #1 of 6 | Model card | |
| VoiceBench | 91.6% | #2 of 10 | Model card | |
| Audio MC | 71.5% | #1 of 5 | Model card | |
| WorldSense (omnimodal) | 68.5% | #1 of 5 | Model card | |
| ERQA | 71% | #6 of 26 | Model card | |
| LVBench | 76.9% | #7 of 25 | Model card | |
| Claw-Eval-MM | 61.9% | #2 of 7 | Model card | |
| VideoMME v2 (with subtitles) | 65% | #2 of 6 | Model card | |
| MuChoMusic | 72.6% | #1 of 3 | Model card | |
| AV-SpeakerBench | 77.2% | #1 of 2 | Model card | |
| AVUT | 86.6% | #1 of 2 | Model card | |
| JointAVBench | 75.9% | #1 of 2 | Model card | |
| OmniVideoBench | 63.4% | #1 of 2 | Model card | |
| QIVD | 69.6% | #1 of 2 | Model card | |
| MMSU | 82.1% | #3 of 5 | Model card | |
| MMAR | 79.8% | #2 of 3 | Model card | |
| StreamingBench | 80.8% | #2 of 3 | Model card | |
| Omni-Cloze | 63.2% | #2 of 2 | Model card | |
| WildSpeech-Bench | 74.3 | #2 of 2 | Model card | |
| AgenticVBench | 36.8% | #1 of 1 | Model card | |
| HumMusQA | 75.8% | #1 of 1 | Model card | |
| LongAudioSpan | 82.7% | #1 of 1 | Model card | |
| LVOmniBench | 63.3% | #1 of 1 | Model card | |
| MMOU | 78.8% | #1 of 1 | Model card | |
| MusTBench | 50.6% | #1 of 1 | Model card | |
| OmniCap-IF | 80.6% | #1 of 1 | Model card | |
| SpotSoundBench | 67.2% | #1 of 1 | Model card |
Its launch post
The benchmarks the lab chose to headline, with the scores it gave.
Its system card
Every result in the longer documents the lab published with it. 2 of them aren't in the launch post.
Qwen3.8-Omni: Towards Native Omni-Modal Agents 22 Sep 2026
Capabilities
- DeepSWE 57.8
- SWE-Bench Pro 63.3
- SWE-bench Multilingual 80.5
- NL2Repo-Bench 48.9
- CoWorkBench 75.3
- IFBench 81.5
- GPQA Diamond 91
- Humanity's Last Exam 36.5
- LiveCodeBench v6 92.6
- Claw-Eval-MM 61.9
- AndroidWorld 87.1
- Vision2Web 62.9
- ERQA 71
- LVBench 76.9
- RealWorldQA 87.7
- MATH-Vision (MathVision) 91.8
- CharXiv 83.5
- WenetSpeech
- FLEURS 9.3
- SpotSoundBench 67.2
- MMAU 81.8
- MMAR 79.8
- MMSU 82.1
- LongAudioSpan 82.7
- MuChoMusic 72.6
- HumMusQA 75.8
- MusTBench 50.6
- Audio MC 71.5
- WildSpeech-Bench 74.3
- VoiceBench 91.6
- Daily-Omni 85.1
- WorldSense (omnimodal) 68.5
- AVUT 86.6
- JointAVBench 75.9
- AV-SpeakerBench 77.2
- OmniVideoBench 63.4
- VideoMME v2 (with subtitles) 65
- MMOU 78.8
- LVOmniBench 63.3
- Omni-Cloze 63.2
- OmniCap-IF 80.6
- QIVD 69.6
- StreamingBench 80.8
- WildClawBench 71
- UniClawBench 69.6
- AgenticVBench 36.8
- OmniGAIA 74