# Clef (Cloudflare, Qwen3.8-27B post-train with a joint schema head, multimodal, measured on text) vs Decider 31B (NVFP4)

As of Oct 15, 2026, Clef (Cloudflare, Qwen3.8-27B post-train with a joint schema head, multimodal, measured on text) leads Decider 31B (NVFP4) in 0 of 1 shared categories.

Clef (Cloudflare, Qwen3.8-27B post-train with a joint schema head, multimodal, measured on text): price per 1M tokens is unset in the catalog.

Decider 31B (NVFP4): price per 1M tokens is unset in the catalog.

Clef (Cloudflare, Qwen3.8-27B post-train with a joint schema head, multimodal, measured on text): open weights.

Decider 31B (NVFP4): open weights.

- Which to pick, Decision models: As of Oct 15, 2026, Decider 31B (NVFP4) leads Clef (Cloudflare, Qwen3.8-27B post-train with a joint schema head, multimodal, measured on text) in Decision models at #2 against #37.

As of Oct 15, 2026, Clef (Cloudflare, Qwen3.8-27B post-train with a joint schema head, multimodal, measured on text) is ranked #37 in Decision models (since Oct 15, 2026; sources Decision Index Full and JevBench; methodology v1.0).

As of Oct 15, 2026, Decider 31B (NVFP4) is near state of the art, rank #2 in Decision models (since Oct 15, 2026; sources Decision Index Full; methodology v1.0).