# Kubit: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/kubit

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Product analytics](https://www.gane.ai/index/gtm/gtm-data/product-analytics/index.md) | 0% | 27 | 0% | 2 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Kubit, from 4 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- ciopages.com: 2
- cometly.com: 2
- g2.com: 2
- mixpanel.com: 2
- statsig.com: 2
- toolradar.com: 2
- amplitude.com: 1
- checkthat.ai: 1
- community.mixpanel.com: 1
- docs.statsig.com: 1

### Pages cited

- https://ciopages.com/buyer-guides/product-analytics: 2
- https://cometly.com/post/warehouse-native-analytics: 2
- https://g2.com/categories/product-analytics: 2
- https://amplitude.com/compare/best-product-analytics-tools: 1
- https://amplitude.com/explore/analytics/product-analytics-guide: 1
- https://checkthat.ai/brands/posthog/pricing: 1
- https://cometly.com/post/enterprise-marketing-analytics-pricing: 1
- https://community.mixpanel.com/x/ask-ai/msg_ru1adBESjsRz/request-for-enterprise-plan-pricing-and-features-i: 1

## 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://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.