What free tools or dashboards are available right now to help me track AI model drift on a tight budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What free tools or dashboards are available right now to help me track AI model drift on a tight budget
1 real search · 1 real-search pass
best free open source AI ML model drift monitoring tools dashboards Evidently AI NannyML whylogs Arize Phoenix 2026Google ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
best free open source AI ML model drift monitoring tools dashboards Evidently AI NannyML whylogs Arize Phoenix 2026 Google ↗
- GitHub and installation · github.com
- Official website · nannyml.com
- GitHub · github.com
- GitHub - Noveum/noveum-directory-aglio-lab: The comprehensive list of LLM observability tools: 120 open-source and commercial platforms for AI tracing, monitoring, evaluation, analytics, cost, and security. · github.com
- GitHub - aglio-lab/llm-observability-tools: The comprehensive list of LLM observability tools: 120 open-source and commercial platforms for AI tracing, monitoring, evaluation, analytics, cost, and security. · github.com
- GitHub and installation · github.com
- GitHub · github.com
- GitHub · github.com
- GitHub · github.com