A new type of LM that outputs probabilities: 25x faster and 600x cheaper as an LLM judge
danshipper · x · 2026-09-16
Dan Shipper says Every has been testing a brand-new type of foundation model for about a week.
- Instead of words, it outputs probabilities, making it highly efficient as an LLM judge
- Matches Fable-level judgment quality in their tests while being 25x faster and 600x cheaper
- hammermt published a vibe-check review on Every
More from Models
- Why OpenAI must copy Google's long game to keep up with Anthropic — haider1 · 2026-11-02
- GDPx: SemiAnalysis's frontier benchmark across the 11 most valuable domains — rohanpaul_ai · 2026-11-02
- SemiAnalysis launches GDPx: best frontier model scores just 12% on expert work — rohanpaul_ai · 2026-11-02
- AWS's open-source Strands Harness claims 45% cheaper than Claude Code, reigniting harness debate — blaizedsouza · 2026-11-02
- Yacine calls Terra High 'kind of an insane model' — yacineMTB · 2026-11-02
- Running DeepSeek V4.1 on a single H200 at $5.30/hr — daluoseo · 2026-11-02