Kubit
NewAgent Observability with Behavior Analytics
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 98.8%·next run
- Kubit ranks #26 of 30 in Product Analytics with an AI visibility score of 0.3 (SlateIndex, Nov 3, 2026).
- Kubit is most visible on ChatGPT (0.9) and least on Perplexity (0).
- AI engines name Kubit in 1 of the 30 Product Analytics buyer prompts SlateIndex tracks.
- mixpanel.com is the source AI engines cite most in answers about Kubit, with 2 citations.
About
Company details for Kubit
Kubit is agent observability software that labels every span of an AI agent's trace with its in-house Polaris model. It groups agent runs by execution path in a Sankey view and shows error rate, latency and token cost for each path. Queries run in place on traces stored in Databricks, Snowflake, BigQuery or ClickHouse. It ranks #26 of 30 in Product Analytics on SlateIndex and has a visibility score of 0.3 in the latest weekly run.
Founded in 2018 and headquartered in Los Altos, California, US, the company employs 11–50 people. It has raised about $24M. Its differentiator: groups every agent run by its execution path and labels every span, with the traces left in the customer's own warehouse.
- Website
- kubit.ai
- Categories
- Product Analytics
- Company size
- 11–50 employees
- Headquarters
- Los Altos, California, US
- Founded
- 2018
- Company type
- Private, venture-backed
- Funding
- Series A, led by Insight Partners with Shasta Ventures and TSVC · $24M raised
- Deployment
- Runs inside the customer's own data warehouse, with no SDK or pipeline to install.
- Platforms
- Databricks, Snowflake, BigQuery, ClickHouse
- Support
- Email support@kubit.ai, /kubit:support command in Claude Code
Read from linkedin.com, kubit.ai, techcrunch.com, mrweb.com, prnewswire.com · refreshed Nov 3, 2026.
AI visibility
Latest weekly run · Nov 3 · next run Nov 9
Visibility score trend
Weekly runs over the last 60 days, with up to 7 competitors. Click a name to hide or show its line.
Kubit gained 0.3 points over 1 weekly run in Product Analytics. Amplitude leads the category at 79.4%.
Media
Website and product screenshots for Kubit
AI mentions & citations
Recent answers that name Kubit
Products & features
What Kubit sells
Flows
Groups every agent run by the shape of its execution path, showing where runs diverge, loop or stall.
Polaris
In-house small language model that labels every span for what it did and whether it worked.
Triggers
Shows the attributes, semantic clusters, upstream steps and recent commits behind each pattern.
Native Query
Queries agent traces and business tables in the customer's own warehouse without an SDK or pipeline.
Strengths engines cite
- Recommended as an alternative for product analytics on your own data warehouse
Target market & buyers
Enterprises building AI agents and product analytics, including those on an Enterprise plan.
Notable customers include Paramount, Miro, Skyscanner, Serko, Samsung, Synchrony, Pluto TV, CBS.
Funding & recent developments
Funding
| Round | Year | Amount |
|---|---|---|
| Seed | 2021 | $6M |
| Series A, led by Insight Partners with Shasta Ventures and TSVC | 2022 | $18M |
| Latest known round | Total raised |
|---|---|
| Series A, led by Insight Partners with Shasta Ventures and TSVC | $24M |
Recent developments
- Mar 2026PartnershipKubit integrates with Snowflake for warehouse-native analytics
Queries run inside customers' Snowflake environments.
- Feb 2026ProductPosts on an MCP server for warehouse-native analytics and on agentic AI
The vendor published posts on an MCP server for warehouse-native analytics and on agentic AI.
- Aug 2025ProductKubit launches Ask Kubit conversational AI interface
Ask Kubit is available to Enterprise customers only.
Competitive landscape
How Kubit compares with its top three alternatives
Kubit most often appears alongside Amplitude, Mixpanel, PostHog in AI answers.
Cite as: SlateIndex, “Kubit AI visibility profile”, https://slateindex.ai/brand/kubit, data of Nov 3, 2026. Licence: CC BY 4.0.