{"query":"Evaluation Dashboard","corpusVersion":"local","generatedAt":"2026-11-03T06:48:18.686Z","results":[{"blockId":"benchmark-evaluations.arena-rankings#evaluation-dashboard","pageId":"benchmark-evaluations.arena-rankings","title":"Evaluation Dashboard","pageTitle":"Evaluation Dashboard","url":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","humanUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard#evaluation-dashboard","markdownUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","sectionId":"evaluation-dashboard","kind":"task","productArea":"benchmark_evaluations","score":961.0089371022302,"reasons":["search_match","title_match","display_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"# Evaluation Dashboard\n\nDashboard summarizes benchmark performance through **Progress**, **Leaderboard** and **Frontier**. Use Results when a chart needs Case-level explanation."},{"blockId":"benchmark-evaluations.arena-rankings#read-the-dashboard","pageId":"benchmark-evaluations.arena-rankings","title":"Read the dashboard","pageTitle":"Evaluation Dashboard","url":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","humanUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard#read-the-dashboard","markdownUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","sectionId":"read-the-dashboard","kind":"task","productArea":"benchmark_evaluations","score":575.1928534012508,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Read the dashboard\n\n1. Confirm the Benchmark Version and candidate identities.\n2. Choose Progress to inspect movement over recorded executions, Leaderboard for the selected performance ordering, or Frontier to inspect visible tradeoffs.\n3. Read the metric's population, aggregation and completeness.\n4. Follow a surprising value into Results and inspect its Cases and Rubrics.\n5. Preserve regressions and resource tradeoffs alongside gains.\n\nA chart is a summary, not a new approval state. The newest candidate or the highest displayed aggregate does not automatically become the selected implementation."},{"blockId":"benchmark-evaluations.arena-rankings#related-reference-pages","pageId":"benchmark-evaluations.arena-rankings","title":"Related reference pages","pageTitle":"Evaluation Dashboard","url":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","humanUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard#related-reference-pages","markdownUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","sectionId":"related-reference-pages","kind":"task","productArea":"benchmark_evaluations","score":563.4957666991232,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Related reference pages\n\n{% related-card-grid title=\"Related reference pages\" %}\n- [Evaluation Results](/docs/benchmark-evaluations/results)\n- [Inspect Evaluation Results](/docs/benchmark-evaluations/inspect-results)\n- [Rubric Points and Benchmark Scores](/docs/correctness-governance/scoring)\n{% /related-card-grid %}"},{"blockId":"benchmark-evaluations.arena-rankings#object-and-state-changes","pageId":"benchmark-evaluations.arena-rankings","title":"Object and state changes","pageTitle":"Evaluation Dashboard","url":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","humanUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard#object-and-state-changes","markdownUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","sectionId":"object-and-state-changes","kind":"task","productArea":"benchmark_evaluations","score":450.21030192247423,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Object and state changes\n\nDashboard controls read existing results. They do not launch a Run, alter representative score selection, correct a judgment or retain a Lemon Goal candidate.\n\nThe reference Run used for a candidate score is selected before outcomes are known. Additional independent Runs remain available in history rather than silently changing that reference population."},{"blockId":"benchmark-evaluations.arena-rankings#prerequisites","pageId":"benchmark-evaluations.arena-rankings","title":"Prerequisites","pageTitle":"Evaluation Dashboard","url":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","humanUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard#prerequisites","markdownUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","sectionId":"prerequisites","kind":"task","productArea":"benchmark_evaluations","score":443.0236477764188,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Prerequisites\n\n- Runs for one identified Benchmark Version.\n- A clear understanding of the selected metric and Regime.\n- Complete results for claims that require a rankable comparison."},{"blockId":"benchmark-evaluations.overview#benchmark-evaluations","pageId":"benchmark-evaluations.overview","title":"Benchmark Evaluations","pageTitle":"Benchmark Evaluations","url":"https://teammately.ai/docs/benchmark-evaluations.md","humanUrl":"https://teammately.ai/docs/benchmark-evaluations#benchmark-evaluations","markdownUrl":"https://teammately.ai/docs/benchmark-evaluations.md","sectionId":"benchmark-evaluations","kind":"concept","productArea":"benchmark_evaluations","score":436.13495046303336,"reasons":["search_match","term_match","prefix_or_fuzzy_match"],"markdown":"# Benchmark Evaluations\n\nBenchmark Evaluations connects a fixed Benchmark Version to candidate responses, rubric judgments, scores and recorded resource use. Open **Runs** to launch or inspect execution, **Results** to inspect and compare outcomes, or **Dashboard** to read Progress, Leaderboard and Frontier."},{"blockId":"benchmark-evaluations.arena-rankings#success-criteria","pageId":"benchmark-evaluations.arena-rankings","title":"Success criteria","pageTitle":"Evaluation Dashboard","url":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","humanUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard#success-criteria","markdownUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","sectionId":"success-criteria","kind":"task","productArea":"benchmark_evaluations","score":431.1711285066942,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Success criteria\n\n- The metric, population and repeated-Trial rule are explicit.\n- Incomplete results remain visibly incomplete.\n- A meaningful change can be traced to exact responses and criteria.\n- Cost, tokens and latency are used only when actually captured."},{"blockId":"benchmark-evaluations.arena-rankings#common-failure-modes","pageId":"benchmark-evaluations.arena-rankings","title":"Common failure modes","pageTitle":"Evaluation Dashboard","url":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","humanUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard#common-failure-modes","markdownUrl":"https://teammately.ai/docs/benchmark-evaluations/dashboard.md","sectionId":"common-failure-modes","kind":"task","productArea":"benchmark_evaluations","score":431.1711285066942,"reasons":["search_match","page_title_match","term_match","prefix_or_fuzzy_match"],"markdown":"## Common failure modes\n\n- Treating a ranking as an approval.\n- Substituting later successful Trials for missing reference results.\n- Reading a negative point score as an impossible result.\n- Treating absent telemetry as zero consumption."}]}