HEAD TO HEAD
Make the
right call.
Pick two to four models. Compare category evidence, price, context, speed and capabilities side by side.
Sign in to save this comparison →01 / SCORECARD
Coding focus · side by side
| Metric | DeepSeek V4.1 Flash | Gemini 3.7 Flash |
|---|---|---|
| Quantum Score | Insufficient verified data73% coverage | Insufficient verified data73% coverage |
| Confidence / coverage | Limited evidence · 73% · 2 independent domains | Limited evidence · 73% · 2 independent domains |
| Context window | 1,000,000 tokens | — tokens |
| Modalities / tools | text, image · vision, tool use | text, image · vision, tool use |
| Coding | 55 | 44 -11 vs first |
| Reasoning | 92 | 91 -1 vs first |
| Math | 69 | 81 +12 vs first |
| Research | — | — |
| Agents | 100 | 20 -80 vs first |
| Multimodal | — | — |
| Speed | — | — |
| Value | 75 | 51 -24 vs first |
| Input / 1M | $0.30 | $0.75 |
| Output / 1M | $1.20 | $3.75 |
| Measured output speed | — | — |
02 / EVIDENCE
Published benchmark evidence
| Benchmark | DeepSeek V4.1 Flash | Gemini 3.7 Flash |
|---|---|---|
| SkillsBench Vals OpenHands with skills · Vals 2026-09-27 · Vals OpenHands harness with skills | 69.8 % independent lab ↗ | 65.89 % independent lab ↗ |
| LiveBench code_completion · 2026-06-25 · Public table; published model effort variant | 82.609 % benchmark maintainer ↗ | 76.087 % benchmark maintainer ↗ |
| LiveBench code_generation · 2026-06-25 · Public table; published model effort variant | 77.465 % benchmark maintainer ↗ | 81.69 % benchmark maintainer ↗ |
| LiveBench javascript · 2026-06-25 · Public table; published model effort variant | 81.818 % benchmark maintainer ↗ | 68.182 % benchmark maintainer ↗ |
| LiveBench AMPS_Hard · 2026-06-25 · Public table; published model effort variant | 98 % benchmark maintainer ↗ | 98 % benchmark maintainer ↗ |
| LiveBench olympiad · 2026-06-25 · Public table; published model effort variant | 89.081 % benchmark maintainer ↗ | 91.794 % benchmark maintainer ↗ |
| LiveBench theory_of_mind · 2026-06-25 · Public table; published model effort variant | 80.769 % benchmark maintainer ↗ | 82.692 % benchmark maintainer ↗ |
| LiveBench zebra_puzzle · 2026-06-25 · Public table; published model effort variant | 100 % benchmark maintainer ↗ | 94.5 % benchmark maintainer ↗ |
AS THE EVIDENCE CHANGED
Comparison history
Dated releases, price events, and benchmark publications. A price or test change can alter the factual comparison; this timeline does not pick a winner.
2026-09-10 · DeepSeek V4.1 Flash released ↗ · source
2026-08-13 · Gemini 3.7 Flash released ↗ · source
2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench code_completion (2026-06-25) at 76.087 % · source ↗
2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench code_generation (2026-06-25) at 81.69 % · source ↗
2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench javascript (2026-06-25) at 68.182 % · source ↗
2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench AMPS_Hard (2026-06-25) at 98 % · source ↗
2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench olympiad (2026-06-25) at 91.794 % · source ↗
2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench theory_of_mind (2026-06-25) at 82.692 % · source ↗
2026-09-30 verified (test date not published) · gemini-3-7-flash entered LiveBench zebra_puzzle (2026-06-25) at 94.5 % · source ↗
2026-09-30 verified (test date not published) · deepseek-v4-1-flash entered LiveBench code_completion (2026-06-25) at 82.609 % · source ↗
2026-09-30 verified (test date not published) · deepseek-v4-1-flash entered LiveBench code_generation (2026-06-25) at 77.465 % · source ↗
2026-09-30 verified (test date not published) · deepseek-v4-1-flash entered LiveBench javascript (2026-06-25) at 81.818 % · source ↗
2026-09-30 verified (test date not published) · deepseek-v4-1-flash entered LiveBench AMPS_Hard (2026-06-25) at 98 % · source ↗
2026-09-30 verified (test date not published) · deepseek-v4-1-flash entered LiveBench olympiad (2026-06-25) at 89.081 % · source ↗
An overall score appears only after enough current, comparable, independently sourced results exist. Pricing and individual benchmark results remain visible meanwhile.