DeepSeek-V4-Flash-Vision-Exp
DeepSeek · 305B total / 13B active (MoE)
An MIT-licensed vision experiment for documents
A vision experiment from DeepSeek released in September 2026: 305B-A13B, 256K, MIT, with documents 94, charts 90, perception 91 and a composite of 87.4. The “Exp” matters — it is an experimental branch with no video or audio, while agents 80 and generation 70 are merely serviceable.
Last updated Oct 21, 2026Editorial scoring
Bottom line
Eight-dimension breakdown
editorial mapping · 0–100- DeepSeek-V4-Flash-Vision-Exp87.4
Weights: perception 20 / documents 18 / charts 14 / video 14 / agents 14 / generation 6 / Chinese 6 / ecosystem 8. Definitions and sources on the methodology page.
Public benchmarks
as reported, not converted| Benchmark / metric | Value | Note |
|---|---|---|
| 参数规模 | 305B-A13B | Official spec |
| 许可证 | MIT | Commercial use |
| 上下文 | 256K | Official spec |
Public scores come from different versions and prompts and are not interchangeable with our composite; they are one evidence input.
Scenario mapping
five stress tests, one scale| Scenario | Score | Observation |
|---|---|---|
| Chinese receipt OCR | 94 · Strong on print and tables | |
| Chart data extraction | 90 · Reliable on multi-series charts | |
| 30-min video QA | 55 · No video support | |
| Mobile GUI control | 70 · Not GUI-specific | |
| Chinese cultural context | 88 · Strong technical context; average everyday context |
Strengths and limitations
Strengths
- Documents 94, MIT and ¥0.8 make batch extraction friendly on both cost and legal terms.
- Ecosystem 94: DeepSeek’s tooling and hosted API are mature.
- 256K context keeps long contracts and multi-page reports from over-chunking.
Limitations
- No video or audio; only text and image are covered.
- Generation 70 and agents 80: unsuitable for creative work or complex orchestration.
- An experimental branch with no stability or long-term support commitment.
Price and real cost
List price
¥0.8/M tokens
≈ ¥0.8 / 1M output tokens; weights free. For 1,000 images at 1,024px, ~1,100 image tokens each and 300 output tokens, the monthly cost is about ¥0.5 (assuming input at 25% of output price).
Use your volumeAbout DeepSeek-V4-Flash-Vision-Exp
Is DeepSeek-V4-Flash-Vision-Exp open source?
Licence: Open weights (MIT). Weights are available, but check the exact terms and filing requirements before commercial use.
How much does DeepSeek-V4-Flash-Vision-Exp cost?
≈ ¥0.8 / 1M output tokens; weights free. It ranks #19 with a composite of 87.4. Real bills depend on resolution, tiling, caching and volume discounts.
What is DeepSeek-V4-Flash-Vision-Exp best for?
Batch contract and report extraction; On-prem document pipelines under MIT; Chart extraction and structuring。
Why does DeepSeek-V4-Flash-Vision-Exp score 87.4?
The composite weights eight dimensions: perception 20%, documents 18%, charts 14%, video 14%, agents 14%, generation 6%, Chinese 6%, ecosystem 8%. Its strongest dimension is Document parsing & Chinese OCR; its weakest is Generation & editing.
Personal ranking · Not an official score
Every ranking, score and comparison on this page is an independent personal ranking, not an official score, and represents no vendor, institution or regulator. Scores are a subjective mapping of public evidence under our own weights — change the weights and the order changes. Disagree, or spotted a factual error? Contact the site owner: jizhi2024@foxmail.com — we check each report and log corrections in the changelog.