# Quantum Metric: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 18 judge labels across 3 categories by 9 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/quantum-metric

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Session replay and heatmaps](https://www.gane.ai/index/gtm/gtm-data/session-replay-and-heatmaps/index.md) | 0% | 43 | 36% | 11 |
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 33 | 0% | 6 |
| [Product analytics](https://www.gane.ai/index/gtm/gtm-data/product-analytics/index.md) | 0% | 43 | 0% | 1 |

## What the models said for it

- "Choose Contentsquare, Glassbox, or Quantum Metric when scale, enterprise governance, and advanced experience analytics justify a larger platform." (Perplexity Sonar, Session replay)
- "Enterprise eCommerce & Digital Marketing | Contentsquare, Quantum Metric | Advanced revenue attribution, zone-based heatmaps" (Gemini 3.5 Flash, Session replay)
- "Specializes in enterprise-scale reliability for complex e-commerce or banking apps" (Qwen 3.7 Flash, Customer intel)

## And against it

- "Enterprise options like Glassbox or Quantum Metric add heavy compliance and auto-insights but are pricier." (Grok 4.20, Session replay)
- "expensive enterprise platform (like full Contentsquare or Quantum Metric which can run $30k–$50k+/year)" (Gemini 3.5 Flash, Session replay)
- "Enterprise-level with advanced AI, journey mapping, and omnichannel support (higher cost)." (Grok 4.20, Session replay)
- "Best for large orgs wanting CFO-level metrics. Higher cost and complexity." (DeepSeek V4 Flash, Session replay)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 1 | 3 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 2 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 Quantum Metric, from 73 of the 79 answers that named it (only the models that return a source list).

### Domains cited

- quantummetric.com: 47 (its own site)
- logrocket.com: 28
- userpilot.com: 25
- amplitude.com: 21
- zapier.com: 21
- g2.com: 20
- contentsquare.com: 19
- fullstory.com: 19
- f.hubspotusercontent30.net: 16
- openreplay.com: 16

### Pages cited

- https://logrocket.com/comparisons/best-session-replay-tools: 27
- https://userpilot.com/blog/session-replay-tools: 21
- https://zapier.com/blog/best-session-replay-tools: 21
- https://quantummetric.com/blog/the-complete-guide-to-session-replay: 19
- https://f.hubspotusercontent30.net/hubfs/4606935/Assets/eBooks/eBook%20-%20The%20Enterprise%20Guide%20to%20Session%20Replay.pdf: 16
- https://quantummetric.com/blog/top-8-session-replay-tools-for-enterprises: 15
- https://quantummetric.com/blog/best-session-replay-tools-in-2026: 13
- https://costbench.com/best/session-replay-for-enterprise: 9

## In its own words

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

- Positioning: Experience context for AI (https://quantummetric.com/)
- For: teams and AI agents (https://quantummetric.com/)
- Price stated: Pricing is based on a number of factors including your annual session volume, the digital properties where we are deployed, product add-ons and other things like the amount of professional services you’re looking for. (https://www.quantummetric.com/pricing-plans)
- Customers named: lululemon, MasOrange, Wyndham Hotels & Resorts, BMO, American Medical Association, Wyndham, Highlights for Children

## What it publishes

Every page quantummetric.com exposes, read 2026-09-29: 876 addresses. By kind, pages and the last 90 days:

- blog: 367 pages, 4 in the last 90 days, latest 2026-08-24
- case study: 34 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest undated
- conference or event: 76 pages, 0 in the last 90 days, latest undated
- report or ebook: 45 pages, 0 in the last 90 days, latest undated
- comparison: 19 pages, 1 in the last 90 days, latest 2026-07-29
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 131 pages, 0 in the last 90 days, latest undated
- news or press: 26 pages, 4 in the last 90 days, latest 2026-09-18
- Recent: 2026-09-18 news or press: Quantum metric introduces ai agent visibility https://www.quantummetric.com/press-releases/quantum-metric-introduces-ai-agent-visibility
- Recent: 2026-09-16 news or press: Quantum metric launches voice of customer https://www.quantummetric.com/press-releases/quantum-metric-launches-voice-of-customer
- Recent: 2026-09-02 news or press: Customer listening gap https://www.quantummetric.com/press-releases/customer-listening-gap
- Recent: 2026-08-24 blog: I connected friction data to a coding agent heres what happened https://www.quantummetric.com/blog/i-connected-friction-data-to-a-coding-agent-heres-what-happened
- Recent: 2026-08-10 blog: Responsible ai analytics https://www.quantummetric.com/blog/responsible-ai-analytics
- Recent: 2026-07-29 comparison: Mixpanel amplitude alternatives https://www.quantummetric.com/blog/mixpanel-amplitude-alternatives

## 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.