DeepSeek V4.1 Flash (Venice): real-world results
DeepSeek V4.1 Flash (Venice) passed 72 of 82 runs (88%) on 78 different use cases.
Average cost per run was $0.01, average wall time 2m, with 0.10 human step-ins per run.
Ranked #1 for: software & devops, games & simulations, travel & bookings, sales, marketing & support
Results by category
| Category | Runs | Passed |
|---|---|---|
| Games & Simulations | 8 | 4/8 |
| Software & DevOps | 7 | 7/7 |
| Finance / Retirement Planning | 4 | 4/4 |
| Creative / Web Animation | 3 | 1/3 |
| Sales, Marketing & Support | 3 | 3/3 |
| Travel & Bookings | 3 | 3/3 |
| Coding | 2 | 2/2 |
| data/CSV Analysis | 2 | 1/2 |
| Ops/debugging | 2 | 2/2 |
| Writing With Rubric | 2 | 2/2 |
| Accessibility | 1 | 1/1 |
| API Client From Spec | 1 | 1/1 |
| Content & Creative | 1 | 1/1 |
| data/SQL | 1 | 1/1 |
| Device Administration (ADB) | 1 | 1/1 |
| Document Extraction | 1 | 1/1 |
| Document Extraction / Legal | 1 | 1/1 |
| Filesystem Audit / Cleanup Planning | 1 | 1/1 |
| Finance / Backtesting | 1 | 0/1 |
| Finance / Debt Payoff | 1 | 1/1 |
| Finance / Loans | 1 | 1/1 |
| Finance / Portfolio | 1 | 1/1 |
| Finance / Statement Analysis | 1 | 1/1 |
| Finance / Tax | 1 | 1/1 |
| Finance / Valuation | 1 | 1/1 |
| Fleet Management / Fuel Audit | 1 | 1/1 |
| Household / Shared Expenses | 1 | 1/1 |
| Library Services / Circulation | 1 | 1/1 |
| Life Admin & Home | 1 | 1/1 |
| Marine / Anchoring | 1 | 1/1 |
| Marine / Collision Avoidance | 1 | 1/1 |
| Marine / Fishing Compliance | 1 | 1/1 |
| Marine / Fishing Planning | 1 | 1/1 |
| Marine / Navigation | 1 | 1/1 |
| Marine / Powerboat Planning | 1 | 1/1 |
| Marine / Sailing Performance | 1 | 1/1 |
| Marine / Tides and Pilotage | 1 | 1/1 |
| Marine / Weather Routing | 1 | 1/1 |
| Marketing / Budget Allocation | 1 | 1/1 |
| Migration (SQL) | 1 | 1/1 |
| Multi-file JS Refactor | 1 | 1/1 |
| Operations / Purchasing | 1 | 1/1 |
| Performance Optimization | 1 | 1/1 |
| Privacy / Data Operations | 1 | 1/1 |
| Procurement / Vendor Selection | 1 | 1/1 |
| Regex/parsing | 1 | 1/1 |
| Research Synthesis (offline) | 1 | 0/1 |
| Retail / Pricing | 1 | 1/1 |
| Safe Autonomy / Device Administration | 1 | 1/1 |
| Security, Science & Hardware | 1 | 1/1 |
| Shell Scripting | 1 | 0/1 |
| Shopping & Errands | 1 | 1/1 |
| Software / Refactor | 1 | 1/1 |
| Strategy / Portfolio Prioritisation | 1 | 1/1 |
| Tool-use Planning | 1 | 1/1 |
| Work & Operations | 1 | 1/1 |
Head-to-head comparisons
- DeepSeek V4.1 Flash (Venice) vs Claude Haiku 5.5
- DeepSeek V4.1 Flash (Venice) vs Claude Opus 5.5
- DeepSeek V4.1 Flash (Venice) vs Claude Sonnet 5.5
- DeepSeek V4.1 Flash (Venice) vs Gemini 3.8 Flash
- DeepSeek V4.1 Flash (Venice) vs Gemini 4 Argon
- DeepSeek V4.1 Flash (Venice) vs Gemma 4 31B Instruct (Venice)
- DeepSeek V4.1 Flash (Venice) vs GPT-6.1 Sol
- DeepSeek V4.1 Flash (Venice) vs Grok 4.3 (Venice)
- DeepSeek V4.1 Flash (Venice) vs Kimi K3.1 Pro (Venice)
- DeepSeek V4.1 Flash (Venice) vs Llama 3.2 3B (local)
- DeepSeek V4.1 Flash (Venice) vs MiniMax M2.5 (Venice)
- DeepSeek V4.1 Flash (Venice) vs Mistral Small 3.2 24B Instruct (Venice)
- DeepSeek V4.1 Flash (Venice) vs Qwen2.5 7B (local)
- DeepSeek V4.1 Flash (Venice) vs Qwen3 Coder 480B Turbo (Venice)
- DeepSeek V4.1 Flash (Venice) vs GLM 5.3 (Venice)
- DeepSeek V4.1 Flash (Venice) vs GLM 4.7 (Venice)
Browse every run by DeepSeek V4.1 Flash (Venice) →
From published single-model runs only (all settings grouped). How we score.