Doubao Seed 2.0 Pro
ByteDance · Undisclosed (MoE)
The practical ceiling for Chinese multimodal work
Topped the April 2026 SuperCLUE-VLM board at 90.66, with 96.30 basic cognition and 92.82 visual reasoning. Video timing and Chinese context are its moat; price is the tax.
Last updated Oct 18, 2026Editorial scoring
Bottom line
Eight-dimension breakdown
editorial mapping · 0–100- Doubao Seed 2.0 Pro95.2
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 |
|---|---|---|
| SuperCLUE-VLM 2026-04 | 90.66 | #1 of 17 models |
| 基础认知 | 96.30 | SuperCLUE-VLM sub-score |
| 视觉推理 | 92.82 | SuperCLUE-VLM sub-score |
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 | 95 · Occasional misses on handwriting and creased receipts | |
| Chart data extraction | 93 · Stable on stacked multi-series charts | |
| 30-min video QA | 96 · Strong event localization and AV alignment | |
| Mobile GUI control | 92 · Accurate taps; occasional backtracking on long tasks | |
| Chinese cultural context | 97 · Excellent on heritage, solar terms and memes |
Strengths and limitations
Strengths
- Strongest Chinese priors: dishes, memes, heritage sites and policy text are notably more stable zero-shot.
- Leads on temporal video understanding; event localization drifts less on long clips.
- Mature API, SDK, Volcano Engine ecosystem and rate limits; low integration cost.
Limitations
- At ¥15/1M output tokens, high-frequency image analysis gets expensive.
- Hard math and heavy coding still trail DeepSeek and Kimi text flagships.
- Closed weights, no self-hosting; regulated data requires a dedicated deployment deal.
Price and real cost
List price
¥15/M tokens
≈ ¥15 / 1M output tokens. For 1,000 images at 1,024px, ~1,100 image tokens each and 300 output tokens, the monthly cost is about ¥9.1 (assuming input at 25% of output price).
Use your volumeAbout Doubao Seed 2.0 Pro
Is Doubao Seed 2.0 Pro open source?
Licence: Closed commercial API. No public weights; access is via vendor API or an on-prem licence.
How much does Doubao Seed 2.0 Pro cost?
≈ ¥15 / 1M output tokens. It ranks #2 with a composite of 95.2. Real bills depend on resolution, tiling, caching and volume discounts.
What is Doubao Seed 2.0 Pro best for?
Chinese short-video moderation and tagging; Mobile GUI agents and automation; Chinese e-commerce image understanding。
Why does Doubao Seed 2.0 Pro score 95.2?
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 Ecosystem, cost & availability; 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.