Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity
- Published
- Source
- arXiv
- Paper number
- 546
- Field
- AI / General
- arXiv ID
- 2607.00248
Key points
- Three sizes, Pro, Lite, and Mini, let users choose a performance-speed tradeoff, and Mini costs $0.03 per million for prefill and $0.31 per million for decode.
- Compared with GPT-5.2 at $1.75/$14 and Claude Opus 4.5 at $5/$25, Seed2.0 Pro is far more cost-efficient at $0.47/$2.37.
- In China MaaS traffic, the internet industry dominates, while manufacturing, automotive, and telecom each account for less than 1%, and unstructured information processing is the main scenario.
- For agentic coding requests, frontend development and bug fixing dominate, with Vue.js used more than three times as often as React.
- The goal is to achieve competitiveness on research-level reasoning tasks such as Erdős problems and scientific coding.
- Seed2.0 acknowledges that there is still a gap to Claude and Gemini on coding tasks such as SWE-Evo and NL2Repo, as well as on long-tail knowledge such as SuperGPQA.
Paper links
External research summaries. These are not HDATF publications or measured product results.