| 1 |
Amplitude |
|
10/10 |
1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
- Claude Haiku 5.5 (#1) Deep behavioral analytics with strong cohort and retention tooling; generous free tier.
- GPT-6 Luna (#1) Best all-around behavioral analytics: deep funnels, cohorts, retention, and experimentation workflows.
- Gemini 4 Argon (#1) Unmatched behavioral cohorting and journey visualization make it the gold standard for growth teams.
- Qwen 3.8 Flash (#1) Best-in-class behavioral analytics; deep event analysis justifies premium pricing.
- GLM-5.3 (#1) Best-in-class behavioral analytics and funnels; the default choice for product teams.
- Kimi K3 (#1) Best self-serve product analytics depth for most product teams.
- MiniMax M3 (#1) Excellent for funnel, retention, and behavioral cohort analysis at scale.
- Mistral Large 4 (#1) Best behavioral analytics depth and retention modeling for product teams.
- DeepSeek V4 Pro (#2) Unmatched behavioral cohorts and retention analysis; scales well for data-heavy orgs.
- Nemotron 3 Ultra (#2) Excellent behavioral analytics with strong cohort analysis and experimentation
|
| 2 |
Mixpanel |
|
10/10 |
2 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 1 |
- DeepSeek V4 Pro (#1) Best balance of deep event analytics, retroactive funnels, and accessible UI for product teams.
- Nemotron 3 Ultra (#1) Best event-based analytics with powerful retroactive funnels and user cohorts
- Claude Haiku 5.5 (#2) Fast, intuitive event analysis that product teams adopt quickly and use daily.
- GPT-6 Luna (#2) Excellent self-serve event analysis with approachable funnels, retention, and user profiles.
- Qwen 3.8 Flash (#2) Powerful funnels/retention, flexible pricing, strong for product-led teams.
- GLM-5.3 (#2) Powerful event analytics with approachable UI; strong value for growth teams.
- Kimi K3 (#2) Fastest, most intuitive event analytics with strong funnels and retention.
- MiniMax M3 (#2) Best-in-class event-based product analytics with fast, flexible cohorts.
- Mistral Large 4 (#2) Fast, intuitive funnel and segmentation for teams that need answers quickly.
- Gemini 4 Argon (#3) Fast, intuitive event tracking and funnel analysis with a clean interface anyone can master.
|
| 3 |
Heap |
|
10/10 |
3 | 4 | 5 | 3 | 3 | 5 | 4 | 3 | 3 | 3 |
- Claude Haiku 5.5 (#3) Autocapture removes instrumentation pain; good for retroactive analysis without engineering tickets.
- Qwen 3.8 Flash (#3) Auto-captures all events, eliminating instrumentation—huge time savings.
- DeepSeek V4 Pro (#3) Autocapture eliminates instrumentation guesswork; great for teams without dedicated data engineers.
- MiniMax M3 (#3) Auto-capture retroactive analysis is genuinely valuable for lean teams.
- Mistral Large 4 (#3) Autocapture means zero event taxonomy maintenance—rare real time-saver.
- Nemotron 3 Ultra (#3) Autocapture eliminates tracking setup; retroactive analysis is game-changing
- GPT-6 Luna (#4) Autocapture and retroactive event definitions make it especially useful when tracking plans are incomplete.
- Kimi K3 (#4) Autocapture eliminates instrumentation debt, retroactive analysis wins.
- Gemini 4 Argon (#5) Autocapture tracks every user interaction retroactively without waiting on engineering to instrument events.
- GLM-5.3 (#5) Autocapture removes event-tracking burden; great retroactive analysis.
|
| 4 |
PostHog |
|
10/10 |
4 | 3 | 2 | 7 | 4 | 3 | 3 | 4 | 5 | 5 |
- Gemini 4 Argon (#2) All-in-one developer-friendly suite combining product analytics, session replay, and feature flags with transparent pricing.
- GPT-6 Luna (#3) Strong value combining product analytics, session replay, feature flags, and optional self-hosting.
- GLM-5.3 (#3) Full product OS with analytics, session replay, feature flags; generous free tier.
- Kimi K3 (#3) Open-source flexibility plus full product OS, excellent value.
- Claude Haiku 5.5 (#4) Open-source, self-hostable, bundles session replay, flags, and experiments at a fair price.
- DeepSeek V4 Pro (#4) Open-source, generous free tier, combines session replay, feature flags, and analytics in one.
- MiniMax M3 (#4) Open-source all-in-one analytics + session replay at fair pricing.
- Mistral Large 4 (#5) Full stack (product, session replay, feature flags) at startup-friendly pricing.
- Nemotron 3 Ultra (#5) Open-source, self-hostable, great product analytics + feature flags + session replay
- Qwen 3.8 Flash (#7) Open-source with generous free tier; full toolkit at low cost.
|
| 5 |
Pendo |
|
10/10 |
5 | 5 | 4 | 4 | 5 | 4 | 5 | 8 | 4 | 4 |
- Gemini 4 Argon (#4) Best-in-class combination of deep product usage analytics and native in-app user onboarding guides.
- Qwen 3.8 Flash (#4) Combines product analytics with session replay and in-app guidance.
- GLM-5.3 (#4) Excellent for enterprise SaaS wanting analytics plus in-app guides.
- Mistral Large 4 (#4) In-app guidance and NPS tied directly to user behavior—unique combo.
- Nemotron 3 Ultra (#4) Best for product-led growth: analytics + in-app guides + feedback in one
- Claude Haiku 5.5 (#5) Combines analytics with in-app guides and feedback, valuable for onboarding-heavy products.
- GPT-6 Luna (#5) Pairs product usage analytics with in-app guides and feedback for product-led teams.
- DeepSeek V4 Pro (#5) Excels at in-app guides, NPS surveys, and user sentiment layered on product usage data.
- Kimi K3 (#5) Analytics plus in-app guidance justifies cost for onboarding use cases.
- MiniMax M3 (#8) Best-in-class in-app guides, NPS, and product usage analytics combined.
|
| 6 |
FullStory |
|
10/10 |
6 | 7 | 6 | 6 | 6 | 6 | 6 | 5 | 6 | 6 |
- MiniMax M3 (#5) Strong digital experience analytics with powerful session search.
- Claude Haiku 5.5 (#6) Excellent session replay and digital experience analytics for diagnosing user friction.
- Gemini 4 Argon (#6) Superior session replay paired with frustration detection automatically surfaces hidden conversion blockers.
- Qwen 3.8 Flash (#6) Complete session capture plus solid analytics for support/product teams.
- DeepSeek V4 Pro (#6) Session replay with advanced frustration signals and heatmaps no other replay tool matches.
- GLM-5.3 (#6) Session replay and frustration signals are genuinely diagnostic gold.
- Kimi K3 (#6) Best-in-class session replay combined with product analytics.
- Mistral Large 4 (#6) Session replay with frustration scoring beats competitors for UX debugging.
- Nemotron 3 Ultra (#6) Superior session replay with frustration signals and quantitative analytics
- GPT-6 Luna (#7) Best-in-class session replay complements analytics by revealing why users behave as they do.
|
| 7 |
Hotjar |
|
6/10 |
9 | | | 5 | 7 | 7 | | 6 | 8 | |
- Qwen 3.8 Flash (#5) Affordable heatmaps and recordings; easy ROI for UX insights.
- MiniMax M3 (#6) Heatmaps and session replays complement quantitative tools well.
- DeepSeek V4 Pro (#7) Affordable heatmaps, recordings, and feedback widgets; ideal entry point for small teams.
- GLM-5.3 (#7) Affordable heatmaps and recordings; ideal for web-focused products.
- Mistral Large 4 (#8) Cheap qualitative heatmaps and feedback that non-technical teams actually use.
- Claude Haiku 5.5 (#9) Affordable heatmaps and recordings for quick qualitative insight on smaller budgets.
|
| 8 |
LogRocket |
|
5/10 |
| | 7 | 8 | 8 | | | 7 | | 8 |
- Gemini 4 Argon (#7) Bridges product analytics and frontend error monitoring so engineers fix UX issues immediately.
- MiniMax M3 (#7) Session replay plus product analytics, great for frontend debugging.
- Qwen 3.8 Flash (#8) Session replay tied to errors; excellent for debugging product issues.
- DeepSeek V4 Pro (#8) Best-in-class session replay with dev tools for JS errors and network request inspection.
- Nemotron 3 Ultra (#8) Session replay + frontend errors + performance; great for debugging UX
|
| 9 |
June |
|
5/10 |
| 9 | 8 | | 9 | | 7 | | | 7 |
- Kimi K3 (#7) Simple, affordable analytics purpose-built for B2B SaaS products.
- Nemotron 3 Ultra (#7) Simplest B2B SaaS analytics; auto-reports for activation, retention, churn
- Gemini 4 Argon (#8) Purpose-built for B2B SaaS with instant company-level retention reports right out of the box.
- DeepSeek V4 Pro (#9) Auto-generated insights and Slack-native reporting for startups that want speed over depth.
|
| 10 |
Contentsquare |
|
4/10 |
10 | 6 | | | | 8 | 8 | | | |
- GPT-6 Luna (#6) Valuable behavioral and experience insights, especially for understanding friction across digital journeys.
- Kimi K3 (#8) Strongest for enterprise digital experience and journey analysis.
|
| 11 |
Glassbox |
|
4/10 |
| 8 | 9 | 9 | | | 9 | | | |
- Gemini 4 Argon (#9) Enterprise-grade digital experience intelligence with struggle scoring for complex web and mobile apps.
- Qwen 3.8 Flash (#9) Enterprise-grade mobile/web experience analytics at scale.
|
| 12 |
Google Analytics |
|
4/10 |
7 | 10 | | | | | | | 9 | 10 |
- Claude Haiku 5.5 (#7) Free and sufficient for basic web traffic, though weaker for true product event analysis.
- Mistral Large 4 (#9) Free, ubiquitous, and still the baseline for web acquisition metrics.
- GPT-6 Luna (#10) Free-to-start and ubiquitous, but product teams may find its analysis less intuitive.
- Nemotron 3 Ultra (#10) Free, powerful for marketing attribution; weak on product analytics
|
| 13 |
Segment |
|
2/10 |
| | | | | | | 9 | 7 | |
- Mistral Large 4 (#7) The essential data pipeline layer; clean source of truth for everything downstream.
|
| 14 |
Looker |
|
1/10 |
8 | | | | | | | | | |
- Claude Haiku 5.5 (#8) Strong for governed, company-wide metrics when you already run a warehouse.
|
| 15 |
Kissmetrics |
|
1/10 |
| | | | | | | | | 9 |
|