Changelog

What's new

Release notes for Token Physics. Have an idea for what should come next? Tell us.

Version 1.0 · Snowflake Marketplace release

Token Physics is available on the Snowflake Marketplace.

  • Covers every billed Cortex service: AI functions, Cortex Code (Snowsight, CLI, and Desktop), Cortex Search, Cortex Agents, Snowflake Cowork, the Cortex REST API, Cortex Analyst, Fine-tuning, Provisioned Throughput, and AI Guardrails.
  • Usage by model, function, user, role, warehouse, and query tag.
  • The warehouse compute behind the queries that call AI functions.
  • Optimization leads: the costliest models, tagged workloads, and recurring AI_COMPLETE queries, with a side-by-side model comparison on a sampled prompt.
  • An optional AI-written summary of each period, and notes pinned to dates on the charts.
  • A billing check that compares the dashboard's credits with Snowflake's metering history.
  • Usage history stored in your account, so it reaches back further than the 365 days Snowflake keeps.
  • A setup checklist in App Setup that shows which grants are in place and which data the app cannot reach.

Version 0.1 · Initial release

Initial dashboard for Snowflake Cortex AI spend visibility.

  • Total Cortex spend trends by day, source area, function, and model.
  • Source-area breakouts for Cortex AI functions, Cortex Code Desktop, Cortex Code CLI, and Cortex Code in Snowsight.
  • User, role, warehouse, and query-tag attribution.
  • Estimated spend: credits multiplied by your cost per credit, in your rate sheet's currency.
  • Optimization opportunities surfaced from high-cost models, repeated workloads, and outlier queries.