ScaleDown Classify-1

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.

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).

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.