Agnes 3.0 Flash vs DeepSeek V4.1 Flash
Agnes 3.0 Flash 
DeepSeek V4.1 Flash Verdict
- Agnes 3.0 Flash and DeepSeek V4.1 Flash (max) are level on quality (62.3 vs 61.9).
- Agnes 3.0 Flash is stronger in agents & tools, reasoning.
- DeepSeek V4.1 Flash (max) is stronger in composite, knowledge, long context, coding, multimodal.
- Agnes 3.0 Flash is 3.5× cheaper ($0.075 vs $0.262 per 1M blended).
| Metric | Agnes 3.0 Flash | DeepSeek V4.1 Flash (max) |
|---|---|---|
| BenchLeader Index | 62.3 | 61.9 |
| Agents & tools score | 76.8 | 59.6 |
| Composite score | 74.0 | 74.5 |
| Knowledge score | 59.1 | 61.7 |
| Long context score | 67.0 | 68.5 |
| Reasoning score | 71.1 | 69.5 |
| Coding score | – | 68.9 |
| Multimodal score | – | 61.4 |
| Blended price $/M | $0.075 | $0.262 |
| Output speed | – | 215 tok/s |
| Time to first answer | – | 10.5 s |
| Context window | 1M | 1M |
| LMArena WebDev | – | 1614 |
| LMArena Agent | – | 4.9 |
| LiveBench | – | 81.1% |
| LiveBench Reasoning | – | 86.7% |
| LiveBench Coding | – | 80.0% |
| LiveBench Agentic Coding | – | 77.3% |
| LiveBench Mathematics | – | 93.3% |
| LiveBench Data Analysis | – | 79.3% |
| LiveBench Language | – | 81.2% |
| LiveBench Instruction Following | – | 70.0% |
| AA Intelligence Index | 35.5 | 39.5 |
| AA-LCR | 81.0% | 84.0% |
| MMMU-Pro | – | 77.0% |
| AA-Omniscience | -10.6 | -5.3 |
| GPQA Diamond (AA) | 92.4% | – |
| Humanity's Last Exam (AA) | 38.5% | 39.3% |
| SciCode (AA) | 51.6% | 51.9% |
| CritPt | 15.1% | 14.3% |
| GDPval (AA) | 53.7% | 56.6% |
| τ²-Bench Banking (AA) | 47.6% | – |
Data as of 2026-09-19. Best configuration of each model; every score links to its source on the model pages.
Agnes 3.0 Flash vs DeepSeek V4.1 Flash: questions
- Is Agnes 3.0 Flash better than DeepSeek V4.1 Flash?
- Agnes 3.0 Flash and DeepSeek V4.1 Flash (max) are level on quality (62.3 vs 61.9). The BenchLeader Index combines every independent quality benchmark; Agnes 3.0 Flash is ahead overall as of 2026-09-19, but check the category scores for your use.
- Is Agnes 3.0 Flash better than DeepSeek V4.1 Flash for agentic tasks?
- Agnes 3.0 Flash scores higher in agentic tasks (77 vs 60 on the category index, where 50 is average).
- Which is cheaper, Agnes 3.0 Flash or DeepSeek V4.1 Flash?
- Agnes 3.0 Flash is cheaper: $0.075 against $0.262 per million tokens, blended at three input tokens per output token.
- Which has the larger context window?
- Both accept 1M tokens of context.