| 1 |
Amplitude |
|
10/10 |
1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 |
- Claude Haiku 5.5 (#1) Deep behavioral analytics, strong cohorts and journeys, generous free tier for software teams.
- GPT-6 Luna (#1) Strong behavioral analytics, funnels, retention, cohorts, and experimentation for product teams.
- Gemini 4 Argon (#1) Deepest behavioral cohorting, funnel analysis, and enterprise governance for scaling software products.
- Qwen 3.8 Flash (#1) Gold standard product analytics; deep behavioral analysis and strong self-serve.
- GLM-5.3 (#1) Best-in-class behavioral analytics and funnels; the product analytics category leader.
- Kimi K3 (#1) Best-in-class depth for product analytics, behavioral cohorts, and experimentation workflows.
- MiniMax M3 (#1) Leading cohort analysis and behavioral tracking tool.
- Mistral Large 4 (#1) The gold standard for product analytics with powerful behavioral cohorts and retention analysis.
- DeepSeek V4 Pro (#2) Deep behavioral analytics and cohorting, ideal for product-led growth teams.
- Nemotron 3 Ultra (#2) Behavioral analytics platform with strong user journey and experimentation features
|
| 2 |
Mixpanel |
|
10/10 |
2 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 1 |
- DeepSeek V4 Pro (#1) Best for self-serve event-based analytics with powerful funnel and retention analysis.
- Nemotron 3 Ultra (#1) Event-based analytics with powerful funnel, retention, and cohort analysis
- Claude Haiku 5.5 (#2) Fast event-based analysis with an intuitive interface and strong product-led growth features.
- GPT-6 Luna (#2) Excellent event-based analysis with approachable funnels, retention, and segmentation.
- Gemini 4 Argon (#2) Fast, intuitive self-serve event analytics with clean workflows and transparent pricing.
- Qwen 3.8 Flash (#2) Long-standing leader in event-based analytics, funnels, retention cohorts.
- GLM-5.3 (#2) Powerful event analytics with approachable UI and generous free tier.
- Kimi K3 (#2) Intuitive self-serve funnels and retention analysis that product teams actually adopt.
- MiniMax M3 (#2) Best event-based product analytics for SaaS teams.
- Mistral Large 4 (#2) Intuitive event-based analytics beloved by product teams for fast funnel and retention insights.
|
| 3 |
Heap |
|
10/10 |
3 | 4 | 5 | 3 | 3 | 5 | 4 | 3 | 3 | 3 |
- Claude Haiku 5.5 (#3) Autocapture removes manual instrumentation burden, useful for retroactive analysis of user behavior.
- Qwen 3.8 Flash (#3) Autocapture removes instrumentation burden; strong retroactive analysis.
- DeepSeek V4 Pro (#3) Autocapture eliminates manual tracking, great for retroactive analysis.
- MiniMax M3 (#3) Auto-capture analytics without manual event tagging.
- Mistral Large 4 (#3) Auto-captures all user data without engineering, saving countless hours on instrumentation.
- Nemotron 3 Ultra (#3) Autocapture analytics eliminating manual event tracking setup
- GPT-6 Luna (#4) Autocapture reduces instrumentation overhead while supporting retroactive behavioral analysis.
- Kimi K3 (#4) Automatic event capture removes instrumentation bottlenecks and enables retroactive analysis.
- Gemini 4 Argon (#5) Autocapture technology tracks every user interaction retroactively without requiring manual engineering instrumentation.
- GLM-5.3 (#5) Auto-captures all events, removing tedious manual tracking work.
|
| 4 |
Pendo |
|
10/10 |
4 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 4 |
- GLM-5.3 (#3) Strong product usage analytics plus in-app guides, great for SaaS.
- Claude Haiku 5.5 (#4) Combines analytics with in-app guides, feedback, and roadmap tools for product teams.
- Gemini 4 Argon (#4) Combines strong product usage analytics with native in-app guides and user feedback.
- Qwen 3.8 Flash (#4) Excellent product usage insights tied to in-app experience and feedback.
- DeepSeek V4 Pro (#4) Combines analytics with in-app guides and feedback for product adoption.
- Mistral Large 4 (#4) Combines analytics with in-app guidance, uniquely bridging measurement and user engagement.
- Nemotron 3 Ultra (#4) Product experience platform combining analytics with in-app guides
- GPT-6 Luna (#5) Combines usage analytics with in-app guides and feedback for software products.
- Kimi K3 (#5) Combines analytics with in-app guides and feedback, great for B2B SaaS adoption.
- MiniMax M3 (#5) Strong product analytics plus in-app guidance features.
|
| 5 |
PostHog |
|
10/10 |
8 | 3 | 3 | 8 | 5 | 4 | 3 | 4 | 5 | 5 |
- GPT-6 Luna (#3) Broad product analytics plus session replay, feature flags, and self-hosting flexibility.
- Gemini 4 Argon (#3) All-in-one developer-friendly platform combining product analytics, session replay, and feature flags.
- Kimi K3 (#3) Open-source all-in-one with self-hosting, ideal for engineering-driven software teams.
- GLM-5.3 (#4) Open-source all-in-one platform; session replay, feature flags, great value.
- MiniMax M3 (#4) Open-source product analytics with full feature set.
- DeepSeek V4 Pro (#5) Open-source, all-in-one platform with session replay and feature flags.
- Mistral Large 4 (#5) Open-source, all-in-one platform offering analytics, session replay, and feature flags affordably.
- Nemotron 3 Ultra (#5) Open-source product analytics with session replay and feature flags
- Claude Haiku 5.5 (#8) Open-source, developer-friendly suite with analytics, replays, feature flags, and experiments.
- Qwen 3.8 Flash (#8) Fast-growing all-in-one: analytics plus session replay and flags, great DX.
|
| 6 |
FullStory |
|
10/10 |
5 | 7 | 6 | 6 | 6 | 6 | 6 | 7 | 7 | 6 |
- Claude Haiku 5.5 (#5) Session replay tied to quantitative analytics makes diagnosing UX friction very efficient.
- Gemini 4 Argon (#6) Pairs Autocapture product metrics with industry-leading session replay to diagnose user friction.
- Qwen 3.8 Flash (#6) Strong session replay and performance context complementing core analytics.
- DeepSeek V4 Pro (#6) Session replay and frustration signals give rich qualitative insights.
- GLM-5.3 (#6) Excellent session replay and frustration signals for UX insights.
- Kimi K3 (#6) Pairs quantitative analytics with session replay for debugging real user friction.
- Nemotron 3 Ultra (#6) Session replay and analytics for understanding user behavior visually
- GPT-6 Luna (#7) Best-in-class session replay and behavioral signals for investigating user friction.
- MiniMax M3 (#7) Session replay adds deep product usage insight.
- Mistral Large 4 (#7) Exceptional session replay paired with analytics for deep qualitative product understanding.
|
| 7 |
Google Analytics |
|
8/10 |
6 | 8 | 9 | 5 | | 7 | 7 | | 8 | 7 |
- Qwen 3.8 Flash (#5) Ubiquitous, free baseline for web traffic though less product-centric.
- Claude Haiku 5.5 (#6) Ubiquitous and free, adequate for web funnels, though less suited to deep product analysis.
- GLM-5.3 (#7) Free, ubiquitous web analytics; deep tracking of acquisition funnels.
- Kimi K3 (#7) Free, ubiquitous baseline with GA4 event model, though less product-depth focused.
- Nemotron 3 Ultra (#7) Free web/app analytics with event-based model and BigQuery export
- GPT-6 Luna (#8) Widely adopted, accessible web analytics with useful product measurement capabilities.
- Mistral Large 4 (#8) Free and ubiquitous, though less precise for product-specific behavioral analysis.
- Gemini 4 Argon (#9) Ubiquitous, free event-based tracking that bridges marketing attribution and basic product usage.
|
| 8 |
Hotjar |
|
7/10 |
7 | | | 7 | 9 | 8 | 10 | 6 | 9 | |
- MiniMax M3 (#6) Best for qualitative product analytics via heatmaps.
- Claude Haiku 5.5 (#7) Affordable heatmaps and recordings suit smaller teams checking usability quickly.
- Qwen 3.8 Flash (#7) Popular heatmaps and behavior insights; lighter than full event analytics.
- DeepSeek V4 Pro (#9) Heatmaps, recordings, and surveys make it accessible for smaller teams.
- Mistral Large 4 (#9) Affordable heatmaps and recordings, great for quick UX insights though limited in depth.
|
| 9 |
LogRocket |
|
5/10 |
| | 7 | 9 | 7 | | | 8 | | 9 |
- Gemini 4 Argon (#7) Unifies frontend performance monitoring, session replay, and product analytics for engineering-led teams.
- DeepSeek V4 Pro (#7) Frontend monitoring combined with session replay for debugging UX issues.
- MiniMax M3 (#8) Combines session replay with product-level analytics.
- Qwen 3.8 Flash (#9) Session replay with logs helps debug user behavior issues quickly.
- Nemotron 3 Ultra (#9) Session replay with frontend performance and error monitoring
|
| 10 |
June |
|
5/10 |
| 9 | 8 | | 8 | | 8 | | | 8 |
- Gemini 4 Argon (#8) Built specifically for B2B SaaS with instant company-level retention and activation reports.
- DeepSeek V4 Pro (#8) Simple, opinionated analytics for B2B SaaS with auto-generated reports.
- Kimi K3 (#8) Lightweight, fast setup analytics tailored to early-stage B2B SaaS companies.
- Nemotron 3 Ultra (#8) B2B SaaS-focused analytics with account-level reporting and CRM sync
|
| 11 |
Segment |
|
3/10 |
| | | 10 | | | | 9 | 6 | |
- Mistral Large 4 (#6) Essential data infrastructure that routes clean analytics data to all your tools reliably.
|
| 12 |
Contentsquare |
|
2/10 |
10 | 6 | | | | | | | | |
- GPT-6 Luna (#6) Deep digital experience analytics, including journey analysis, heatmaps, and session replay.
|
| 13 |
Kissmetrics |
|
3/10 |
| | | | 10 | | | 10 | | 10 |
- MiniMax M3 (#10) Solid person-level analytics for SaaS funnels.
|
| 14 |
Countly |
|
1/10 |
| | | | | 9 | | | | |
- GLM-5.3 (#9) Flexible open-source option with on-prem deployment control.
|
| 15 |
Datadog |
|
1/10 |
| | | | | | 9 | | | |
|