Heap

How often 10 AI models recommend Heap, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

100%of all answers on this question

Best standing

#1of 34 on Best product analytics tools

Buying questions

1where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Claude Haiku 5.5100%
2. GPT-6 Luna100%
3. Gemini 4 Argon100%
4. Qwen 3.8 Flash100%
5. DeepSeek V4 Pro100%
6. GLM-5.3100%
7. Kimi K3100%
8. MiniMax M3100%
9. Mistral Large 4100%
10. Nemotron 3 Ultra100%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best product analytics tools 10

• Claude Haiku 5.5Autocapture removes manual instrumentation burden, useful for retroactive analysis of user behavior.
• GPT-6 LunaAutocapture reduces instrumentation overhead while supporting retroactive behavioral analysis.
• Gemini 4 ArgonAutocapture technology tracks every user interaction retroactively without requiring manual engineering instrumentation.
• Qwen 3.8 FlashAutocapture removes instrumentation burden; strong retroactive analysis.
• DeepSeek V4 ProAutocapture eliminates manual tracking, great for retroactive analysis.
• GLM-5.3Auto-captures all events, removing tedious manual tracking work.
• Kimi K3Automatic event capture removes instrumentation bottlenecks and enables retroactive analysis.
• MiniMax M3Auto-capture analytics without manual event tagging.
• Mistral Large 4Auto-captures all user data without engineering, saving countless hours on instrumentation.
• Nemotron 3 UltraAutocapture analytics eliminating manual event tracking setup

Against the competition

Each question's products ranked by the share of all answers that named them, Heap highlighted.

Best product analytics tools

34 products named in 120 answers across 4 wordings

In nearly every answer

AmplitudeHeapMixpanelPendoPostHogFullStory

Contested

1. 7Google Analytics72%
2. 8Hotjar64%
3. 9LogRocket48%
4. 10June35%
5. 11Segment26%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best product analytics tools	100	100	100	100	100	100	100	100	100	100

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best product analytics tools	100	100	100	100

Head to head

Against the products named most often on the same questions

Heap vs AmplitudeHeap vs MixpanelHeap vs PendoHeap vs PostHogHeap vs FullStoryHeap vs Google Analytics

Compare with another product

Work on Heap? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.