# Kubit: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 1 categories by 3 of 14 models. Page: https://gtm-ai-index.com/vendors/kubit/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Product analytics | 0% | 11 | 0% | 3 |

## What the models said for it

- "NetSpring / Kubit | Modern Data Stack native | Zero data duplication... Requires a well-modeled data warehouse to perform quickly." (Gemini 3.5 Flash, Product analytics)
- "Warehouse-native platforms (Kubit, Statsig) - Work directly with your data warehouse" (GLM 4.7 FlashX, Product analytics)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Product analytics: 0% to 0%, ±0. Inside the floor by 11 points · rank 22 → 11 of 40.

## In its own words

What Kubit's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Agent Observability with Behavior Analytics (https://kubit.ai/)

## What it publishes

Every page kubit.ai exposes, read 2026-09-29: 175 addresses. By kind, pages and the last 90 days:

- blog: 71 pages, 0 in the last 90 days, latest 2026-06-19
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest 2026-06-18
- comparison: 1 pages, 0 in the last 90 days, latest 2026-06-03
- Recent: 2026-06-19 blog: Unified product analytics https://guide.kubit.ai/article/unified-product-analytics
- Recent: 2026-06-19 blog: Agent observability https://guide.kubit.ai/article/agent-observability
- Recent: 2026-06-19 blog: Conversational intelligence https://guide.kubit.ai/article/conversational-intelligence
- Recent: 2026-06-19 blog: Behavior analytics https://guide.kubit.ai/article/behavior-analytics
- Recent: 2026-06-19 blog: Warehouse native https://guide.kubit.ai/article/warehouse-native
- Recent: 2026-06-19 blog: Setup data share https://guide.kubit.ai/article/setup-data-share

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.