Qwen3 Coder 480B Turbo (Venice): real-world results
Qwen3 Coder 480B Turbo (Venice) passed 28 of 51 runs (55%) on 51 different use cases.
Average cost per run was $0.0078, average wall time 57s, with 0.06 human step-ins per run.
Results by category
| Category | Runs | Passed |
|---|---|---|
| Software & DevOps | 7 | 5/7 |
| Games & Simulations | 4 | 4/4 |
| Finance / Retirement Planning | 3 | 3/3 |
| Sales, Marketing & Support | 3 | 1/3 |
| Travel & Bookings | 3 | 2/3 |
| Analytics / Experiment Review | 1 | 0/1 |
| Content & Creative | 1 | 0/1 |
| Cooking / Home | 1 | 0/1 |
| Device Administration (ADB) | 1 | 0/1 |
| Events / Planning | 1 | 0/1 |
| Filesystem Audit / Cleanup Planning | 1 | 0/1 |
| Finance / Accounts Payable | 1 | 0/1 |
| Finance / Backtesting | 1 | 1/1 |
| Finance / Debt Payoff | 1 | 0/1 |
| Finance / Portfolio | 1 | 0/1 |
| Finance / Statement Analysis | 1 | 0/1 |
| Finance / Tax | 1 | 0/1 |
| Finance / Valuation | 1 | 1/1 |
| HR / Payroll | 1 | 1/1 |
| Library Services / Circulation | 1 | 0/1 |
| Life Admin & Home | 1 | 1/1 |
| Marine / Collision Avoidance | 1 | 1/1 |
| Marine / Environmental Monitoring | 1 | 0/1 |
| Marine / Fishing Compliance | 1 | 0/1 |
| Marine / Fishing Planning | 1 | 1/1 |
| Marine / Navigation | 1 | 1/1 |
| Marine / Passage Planning | 1 | 1/1 |
| Marine / Powerboat Planning | 1 | 1/1 |
| Marine / Sailing Performance | 1 | 0/1 |
| Marine / Weather Routing | 1 | 1/1 |
| Real Estate / Property Management | 1 | 0/1 |
| Safe Autonomy / Device Administration | 1 | 0/1 |
| Security, Science & Hardware | 1 | 1/1 |
| Shopping & Errands | 1 | 0/1 |
| Strategy / Portfolio Prioritisation | 1 | 1/1 |
| Work & Operations | 1 | 1/1 |
Head-to-head comparisons
- Qwen3 Coder 480B Turbo (Venice) vs Claude Haiku 5.5
- Qwen3 Coder 480B Turbo (Venice) vs Claude Opus 5.5
- Qwen3 Coder 480B Turbo (Venice) vs Claude Sonnet 5.5
- Qwen3 Coder 480B Turbo (Venice) vs DeepSeek V4.1 Flash (Venice)
- Qwen3 Coder 480B Turbo (Venice) vs Gemini 3.8 Flash
- Qwen3 Coder 480B Turbo (Venice) vs Gemini 4 Argon
- Qwen3 Coder 480B Turbo (Venice) vs Gemma 4 31B Instruct (Venice)
- Qwen3 Coder 480B Turbo (Venice) vs GPT-6.1 Sol
- Qwen3 Coder 480B Turbo (Venice) vs Grok 4.3 (Venice)
- Qwen3 Coder 480B Turbo (Venice) vs Kimi K3.1 Pro (Venice)
- Qwen3 Coder 480B Turbo (Venice) vs Llama 3.2 3B (local)
- Qwen3 Coder 480B Turbo (Venice) vs MiniMax M2.5 (Venice)
- Qwen3 Coder 480B Turbo (Venice) vs Mistral Small 3.2 24B Instruct (Venice)
- Qwen3 Coder 480B Turbo (Venice) vs Qwen2.5 7B (local)
- Qwen3 Coder 480B Turbo (Venice) vs GLM 5.3 (Venice)
- Qwen3 Coder 480B Turbo (Venice) vs GLM 4.7 (Venice)
Browse every run by Qwen3 Coder 480B Turbo (Venice) →
From published single-model runs only (all settings grouped). How we score.