| 1 |
Amplitude |
|
10/10 |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 |
- Claude Haiku 5.5 (#1) Strong behavioral analytics, self-serve funnels and retention, generous free tier.
- GPT-6 Luna (#1) Excellent behavioral analytics, funnels, retention, and experimentation workflows for product teams.
- Gemini 4 Argon (#1) Industry leader for behavioral cohorting, deep event tracking, and scalable growth experimentation.
- Qwen 3.8 Flash (#1) Best-in-class behavioral analytics, powerful cohort and funnel analysis.
- DeepSeek V4 Pro (#1) Best-in-class behavioral analytics with powerful cohort and funnel analysis.
- GLM-5.3 (#1) Best-in-class behavioral insights and product funnels at scale.
- Kimi K3 (#1) Best-in-class behavioral analytics with powerful cohorts, experimentation, and generous self-serve free tier.
- MiniMax M3 (#1) Best-in-class product analytics with deep cohort and funnel analysis.
- Mistral Large 4 (#1) Best-in-class behavioral analytics with powerful cohort and retention analysis.
- Nemotron 3 Ultra (#2) Excellent product analytics with behavioral cohorts and experimentation
|
| 2 |
Mixpanel |
|
10/10 |
2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 |
- Nemotron 3 Ultra (#1) Best event-based analytics with powerful segmentation and retroactive analysis
- Claude Haiku 5.5 (#2) Event-based product analytics that is fast to set up and easy to use.
- GPT-6 Luna (#2) Highly approachable event analytics with strong funnels, cohorts, and retention reporting.
- Gemini 4 Argon (#2) Intuitive self-serve analytics with powerful funnel, retention, and user flow visualizations.
- Qwen 3.8 Flash (#2) Widely adopted product analytics with flexible event tracking and reports.
- DeepSeek V4 Pro (#2) Intuitive event-based tracking with excellent retention and conversion insights.
- GLM-5.3 (#2) Fast, intuitive event analytics with strong segmentation and retention.
- Kimi K3 (#2) Fast, intuitive event analytics; excellent funnels and retention reports for product teams.
- MiniMax M3 (#2) Strong event-based tracking and real-time user behavior insights.
- Mistral Large 4 (#2) Fast, intuitive funnel and retention tracking trusted by product teams worldwide.
|
| 3 |
Heap |
|
10/10 |
3 | 4 | 5 | 3 | 3 | 4 | 4 | 3 | 3 | 3 |
- Claude Haiku 5.5 (#3) Autocapture of events removes much manual tracking work for product teams.
- Qwen 3.8 Flash (#3) Autocapture removes manual tagging; strong retroactive analysis capabilities.
- DeepSeek V4 Pro (#3) Autocapture eliminates manual tagging, great for retroactive analysis.
- MiniMax M3 (#3) Auto-capture retroactively answers questions without extra instrumentation.
- Mistral Large 4 (#3) Retroactive auto-capture eliminates manual event tracking setup entirely.
- Nemotron 3 Ultra (#3) Autocapture eliminates manual tracking; retroactive analysis is a game-changer
- GPT-6 Luna (#4) Autocapture makes exploratory behavioral analysis fast without extensive instrumentation.
- GLM-5.3 (#4) Automatic event capture removes tracking burden; strong retroactive analysis.
- Kimi K3 (#4) Autocapture eliminates tracking plans; retroactive analysis on complete data is a superpower.
- Gemini 4 Argon (#5) Autocapture technology tracks every user interaction retroactively without manual instrumentation.
|
| 4 |
PostHog |
|
10/10 |
7 | 3 | 3 | 5 | 5 | 3 | 3 | 4 | 5 | 5 |
- GPT-6 Luna (#3) Broad product analytics with session replay, feature flags, and self-hosting options.
- Gemini 4 Argon (#3) All-in-one developer-friendly platform combining analytics, session replay, and feature flags.
- GLM-5.3 (#3) Open-source all-in-one with session replay, flags, and generous free tier.
- Kimi K3 (#3) Open-source all-in-one with feature flags, session replay, surveys; self-hostable and great value.
- MiniMax M3 (#4) Open-source all-in-one platform with product analytics, sessions, and feature flags.
- Qwen 3.8 Flash (#5) Generous free tier, self-hosting option, plus session replay bundled in.
- DeepSeek V4 Pro (#5) Open-source platform with session replays, feature flags, and full data control.
- Mistral Large 4 (#5) Open-source platform combining analytics, feature flags, and session replay affordably.
- Nemotron 3 Ultra (#5) Open-source, self-hostable, great session replay and feature flags
- Claude Haiku 5.5 (#7) Open-source option bundling analytics, session replay, feature flags and experiments.
|
| 5 |
Pendo |
|
10/10 |
4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 6 |
- Claude Haiku 5.5 (#4) Combines product analytics with in-app guides and feedback for adoption work.
- Gemini 4 Argon (#4) Combines robust product usage analytics with in-app guides and user feedback tools.
- Qwen 3.8 Flash (#4) Combines analytics with in-app guidance; popular with SaaS product teams.
- DeepSeek V4 Pro (#4) Combines analytics with in-app guides and feedback for product teams.
- Mistral Large 4 (#4) Combines analytics with in-app user guidance and product adoption insights.
- GPT-6 Luna (#5) Combines product usage analytics with in-app guides and feedback collection.
- GLM-5.3 (#5) Combines analytics with in-app guides and user feedback for PMs.
- Kimi K3 (#5) Strong blend of analytics plus in-app guides and NPS for driving feature adoption.
- MiniMax M3 (#5) Combines product analytics with in-app guides and user feedback tools.
- Nemotron 3 Ultra (#6) Strong product analytics plus in-app guides and feedback collection
|
| 6 |
Google Analytics |
|
9/10 |
5 | 7 | 10 | 7 | | 6 | 7 | 7 | 6 | 4 |
- Nemotron 3 Ultra (#4) Free, powerful web/app analytics with BigQuery export
- Claude Haiku 5.5 (#5) Ubiquitous and free, though better for web traffic than deep product usage.
- GLM-5.3 (#6) Free, ubiquitous web analytics with solid ecommerce reporting.
- Mistral Large 4 (#6) Free, ubiquitous, and sufficient for basic web and app traffic analysis.
- GPT-6 Luna (#7) Accessible, widely adopted analytics with a capable free tier and broad integrations.
- Qwen 3.8 Flash (#7) Free, ubiquitous, best for web traffic context around product usage.
- MiniMax M3 (#7) Free, widely adopted, with solid event-based tracking and integrations.
- Gemini 4 Argon (#10) Ubiquitous, free event-based web and app tracking best suited for baseline funnel metrics.
|
| 7 |
FullStory |
|
9/10 |
6 | 8 | 6 | 6 | 6 | | 6 | 8 | 9 | 7 |
- Claude Haiku 5.5 (#6) Session replay and digital experience analytics that pair well with quantitative data.
- Gemini 4 Argon (#6) Pairs quantitative digital experience analytics with high-fidelity session replay and frustration detection.
- Qwen 3.8 Flash (#6) Excellent session replay and debugging tied to user behavior data.
- DeepSeek V4 Pro (#6) Rich session replay with robust search and frustration detection.
- Kimi K3 (#6) Best session replay combined with strong analytics for debugging UX and conversion issues.
- Nemotron 3 Ultra (#7) Best session replay with frustration signals and heatmaps
- GPT-6 Luna (#8) Best-in-class session replay paired with useful behavioral search and insights.
- MiniMax M3 (#8) Digital experience analytics with powerful session replay and friction scoring.
|
| 8 |
Hotjar |
|
6/10 |
8 | | | 8 | 8 | 7 | 9 | 6 | | |
- MiniMax M3 (#6) Heatmaps and session replays add qualitative depth to quantitative data.
- GLM-5.3 (#7) Heatmaps and session recordings reveal real user behavior visually.
- Claude Haiku 5.5 (#8) Affordable heatmaps and recordings for spotting UX friction, less depth in funnels.
- Qwen 3.8 Flash (#8) Heatmaps and surveys make qualitative insight easy for small teams.
- DeepSeek V4 Pro (#8) Heatmaps, recordings, and surveys at an accessible price point.
- Kimi K3 (#9) Affordable heatmaps and recordings; ideal lightweight qualitative layer for smaller teams.
|
| 9 |
LogRocket |
|
5/10 |
| | 7 | 9 | 7 | | 10 | | | 10 |
- Gemini 4 Argon (#7) Bridges frontend performance monitoring, session replay, and product analytics for engineering teams.
- DeepSeek V4 Pro (#7) Session replay and frontend monitoring paired with product analytics.
- Qwen 3.8 Flash (#9) Session replay with console/network logs, great for frontend diagnostics.
- Kimi K3 (#10) Session replay plus error tracking gives engineering-friendly view of product experience.
|
| 10 |
Segment |
|
4/10 |
| | | | | 10 | | 9 | 7 | 8 |
- Mistral Large 4 (#7) Essential data pipeline that cleanly routes analytics data everywhere you need.
|
| 11 |
June |
|
3/10 |
| 10 | 9 | | | | 8 | | | |
- Kimi K3 (#8) Purpose-built for B2B SaaS; instant templates for company-level metrics and Slack integration.
- Gemini 4 Argon (#9) Built on Segment to deliver instant, opinionated B2B SaaS metrics and company-level tracking.
|
| 12 |
Contentsquare |
|
1/10 |
| 6 | | | | | | | | |
- GPT-6 Luna (#6) Strong digital experience analytics, including journey analysis and session replay.
|
| 13 |
Glassbox |
|
3/10 |
| | 8 | | 10 | | | | 10 | |
- Gemini 4 Argon (#8) Enterprise-grade digital journey analytics with strong compliance, mobile tracking, and session replay.
- Mistral Large 4 (#10) Deep session replay and journey analytics for enterprise digital experience teams.
|
| 14 |
Adobe Analytics |
|
2/10 |
10 | | | | | | | | 8 | |
- Mistral Large 4 (#8) Enterprise-grade power with advanced segmentation for large organizations.
|
| 15 |
Kissmetrics |
|
2/10 |
| | | | 9 | | | | | 9 |
- DeepSeek V4 Pro (#9) Person-level tracking focused on revenue and conversion optimization.
- Nemotron 3 Ultra (#9) Person-based analytics focusing on customer lifecycle and retention
|