ScaleDown Classify-1
Intro
**ScaleDown Classify-1** is a recently tracked product, model, or tool in public channels. The radar excerpt reads: > ScaleDown Constrained Decoding Models live Oct 13 on OpenRouter/docs: Classify-1 (Decisions API), Extract, Summarize—up to 1M multimodal tokens, ~200× faster / 467× cheaper than frontier LLMs for structured tasks; LangChain middleware + docs.scaledown.ai. The recorded source label is `X+Web`. Use the public URL below to verify the original post or page.
Explain
Based only on the excerpt, **ScaleDown Classify-1** should be understood from the facts stated there. This write-up does not invent funding amounts, model sizes, or leaderboard scores that are absent from the excerpt or URL metadata. Confirmable points from the excerpt: - ScaleDown Constrained Decoding Models live Oct 13 on OpenRouter/docs: Classify-1 (Decisions API), Extract, Summarize—up to 1M multimodal tokens, ~200× faster / 467× cheaper than frontier LLMs for structured tasks; LangChain middleware + docs.scaledown.ai. The radar `score` for this entry is `0.93` (an internal ranking field, not a third-party benchmark score).
Usage
To learn more or try **ScaleDown Classify-1**, start from public sources: 1. Open the source link: <https://openrouter.ai/scaledown/classify-1> and check the official description and availability. 2. Follow any access path mentioned in the excerpt (API, open weights, waitlist, in-product entry) using official instructions. 3. Before production use, verify license terms, regional availability, and safety limits yourself; do not assume quotas, prices, or eval scores that the excerpt does not state.