Kubit
C
C tier on Product Analytics ToolsScore 5.6 · #41 of 42
- Android app
- Not listed
- Free plan
- No
- Runs on
- api, Web
Summary
Kubit is ranked #41 of 42 in product analytics tools on Everything Xiaomi. It runs on API, Web.
Compared on product analytics tools
Facts
- Product
- Kubit connects AI agent actions to user behavior so teams can investigate why users re-prompt, drop off, or convert.guide.kubit.ai · 9 Oct 2026
- Run analysis
- Kubit groups agent runs by execution-path shape and displays them in a Sankey diagram, with counts for recurring patterns.kubit.ai · 9 Oct 2026
- Span labeling
- Kubit’s Polaris evaluator labels spans, including failures that return a clean status.kubit.ai · 9 Oct 2026
- Analysis tools
- Users can slice runs into funnels and cohorts to find where they diverge, loop, or stall.kubit.ai · 9 Oct 2026
- Warehouse connections
- Kubit says it queries traces in place in Databricks, Snowflake, BigQuery, and ClickHouse.kubit.ai · 9 Oct 2026
- Data ingestion
- Kubit describes ingesting traces via OpenTelemetry, pulling events from a CDP, or querying a warehouse directly.kubit.ai · 9 Oct 2026
- Coding agent workflow
- Kubit supports embedding product analytics into AI workflows via MCP so coding agents can use insights and automate verification.kubit.ai · 9 Oct 2026
- Privacy
- Kubit says traces stay in the customer’s warehouse and that it does not copy them for analysis.kubit.ai · 9 Oct 2026
- Security and compliance
- The early access page states that Kubit is SOC 2 and GDPR compliant.kubit.ai · 9 Oct 2026
- Early access
- The early access program is for AI engineers running production agents whose traces are already in Databricks or Snowflake, and lists seven places in its first cohort.kubit.ai · 9 Oct 2026
- Program offer
- The early access page says the product is free for the program and requires no credit card.kubit.ai · 9 Oct 2026
- Support
- Kubit lists support by email at [email protected] or through /kubit:support in Claude Code.kubit.ai · 9 Oct 2026
- Company
- The company identifies itself as Kubit AI, Inc.kubit.ai · 9 Oct 2026
Best Kubit alternatives
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Where it ranks on Everything Xiaomi
- Best Product Analytics Tools in 2026#41 of 42
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Sources
- guide.kubit.ai/article/kubit-overview· checked 9 Oct 2026
- kubit.ai/blog/open-agent-traces-one-at-a-time· checked 9 Oct 2026
- kubit.ai· checked 9 Oct 2026
- kubit.ai/product-analytics· checked 9 Oct 2026
- kubit.ai/early-access· checked 9 Oct 2026
- kubit.ai/about· checked 9 Oct 2026