Agnes 3.0 Flash vs DeepSeek V4 Flash
Agnes 3.0 Flash 
DeepSeek V4 Flash Verdict
- Agnes 3.0 Flash and DeepSeek V4 Flash (max) are level on quality (62.3 vs 62.1).
- Agnes 3.0 Flash is stronger in agents & tools, composite, knowledge, long context.
- DeepSeek V4 Flash (max) is stronger in reasoning, coding, instruction following, maths.
- Agnes 3.0 Flash is 3.5× cheaper ($0.075 vs $0.262 per 1M blended).
| Metric | Agnes 3.0 Flash | DeepSeek V4 Flash (max) |
|---|---|---|
| BenchLeader Index | 62.3 | 62.1 |
| Agents & tools score | 76.8 | 67.0 |
| Composite score | 74.0 | 72.8 |
| Knowledge score | 59.1 | 57.4 |
| Long context score | 67.0 | 66.3 |
| Reasoning score | 71.1 | 73.9 |
| Coding score | – | 49.1 |
| Instruction following score | – | 76.7 |
| Maths score | – | 57.3 |
| Blended price $/M | $0.075 | $0.262 |
| Output speed | – | 212 tok/s |
| Time to first answer | – | 10.6 s |
| Context window | 1M | 1M |
| SciCode | – | 44.9% |
| WeirdML | – | 45.6% |
| AA Intelligence Index | 35.5 | 34.5 |
| IFBench | – | 79.2% |
| AA-LCR | 81.0% | 79.7% |
| AA-Omniscience | -10.6 | -14.3 |
| Terminal-Bench Hard | – | 35.6% |
| GPQA Diamond (AA) | 92.4% | 90.8% |
| Humanity's Last Exam (AA) | 38.5% | 38.5% |
| SciCode (AA) | 51.6% | 50.4% |
| τ²-Bench Telecom (AA) | – | 95.0% |
| AIME 2026 | – | 95.8% |
| HMMT February 2026 | – | 93.9% |
| MathArena Apex | – | 27.1% |
| CritPt | 15.1% | 16.6% |
| GDPval (AA) | 53.7% | 47.1% |
| τ²-Bench Banking (AA) | 47.6% | 39.4% |
| ITBench SRE (AA) | – | 31.5% |
| Analyst Agent (AA) | – | 25.0% |
| LMCA | – | 35.9% |
| DTBench | – | 86.4% |
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 Flash: questions
- Is Agnes 3.0 Flash better than DeepSeek V4 Flash?
- Agnes 3.0 Flash and DeepSeek V4 Flash (max) are level on quality (62.3 vs 62.1). 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 Flash for agentic tasks?
- Agnes 3.0 Flash scores higher in agentic tasks (77 vs 67 on the category index, where 50 is average).
- Which is cheaper, Agnes 3.0 Flash or DeepSeek V4 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.