# Coscientist

Coscientist publishes no per-task cost or token figure in the AgentBurn index. AgentBurn snapshot 2026-10-27. Every figure carries a provenance label: source-backed, derived, or left empty when no public basis exists.

| Metric | Value | Basis |
|---|---|---|
| Tokens per task | not published | not_public |
| Cost per task | not published | not_public |
| Success rate | not published | not_public |
| Cost per solved task | not published | — |
| Runs per day (estimate) | not published | not_public |

LLM agent that designs, codes and runs real chemistry experiments

Coscientist combines web search, code execution and robotic lab APIs so an LLM can plan a synthesis, write the control code and actually run it on automated hardware. In its Nature paper it optimised Suzuki and Sonogashira couplings and discovered a new reaction pathway, working end-to-end from a natural-language brief.

Data snapshot: 2026-10-27 · https://getagentburn.com/projects/coscientist/