Modulis vs Smartlook
User Analytics with Full Observability Depth
Smartlook provides session replay and analytics for web and mobile. Modulis adds full observability—logs, metrics, traces—plus LLM monitoring, all self-hosted.
Feature Comparison
See how Modulis stacks up against Smartlook across every category that matters.
| Feature |  Modulis | S Smartlook |
|---|---|---|
| General | ||
| Unified Platform (All-in-One) | ✓ | ✗ |
| Supports DevOps + Product + Business Teams | ✓ | ~ |
| Fully Managed Platform | ✓ | ✓ |
| Multiple Tools Required | ✗ | ✓ |
| Unlimited Team Members | ✓ | ✗ |
| Deployment & Architecture | ||
| Self-Hosted (Customer Infrastructure) | ✓ | ✗ |
| Cloud-like Experience | ✓ | ✓ |
| Vendor Lock-In | ✗ | ✓ |
| Observability (Logs, Metrics & Traces) | ||
| Log Management | ✓ | ✗ |
| Metrics Monitoring | ✓ | ✗ |
| Distributed Tracing / APM | ✓ | ✗ |
| Session Replay & Debugging | ||
| Session Replay | ✓ | ✓ |
| Frontend + Backend Correlation | ✓ | ✗ |
| End-to-End Debugging Workflow | ✓ | ✗ |
| Product & Web Analytics | ||
| Product Analytics | ✓ | ~ |
| Web Analytics | ✓ | ~ |
| Event Tracking | ✓ | ✓ |
| Dashboards & Visualization | ||
| Custom Dashboards | ✓ | ~ |
| Pre-Built Dashboards | ✓ | ~ |
| Cross-Team Dashboards | ✓ | ✗ |
| Real-Time Analytics | ✓ | ~ |
| Data & Ownership | ||
| Customer Owns 100% of Data | ✓ | ✗ |
| Data Stored in Customer Infrastructure | ✓ | ✗ |
| Built-in Data Warehousing | ✓ | ✗ |
| AI & LLM Analytics | ||
| Native LLM Analytics | ✓ | ✗ |
| Prompt / Response Tracking | ✓ | ✗ |
| AI Agents | ✓ | ✗ |
| AI-Ready Architecture | ✓ | ✗ |
| Pricing & Cost Control | ||
| Tier-Based Pricing | ✓ | ✓ |
| No Usage Overage Fees | ✓ | ✗ |
| Transparent Billing | ✓ | ✓ |
| Compliance & Security | ||
| Minimal Compliance Overhead | ✓ | ✗ |
| Full Data Residency Control | ✓ | ✗ |
| Enterprise-Ready Architecture | ✓ | ✗ |
What Makes Modulis Different?
Smartlook focuses on session replay and basic product analytics for web and mobile apps. Modulis includes all of that plus comprehensive backend observability—logs, metrics, and distributed traces.
Smartlook only captures frontend interactions. Modulis connects session replays to backend traces, giving you full end-to-end visibility from user action to server response.
Smartlook stores all data in their cloud with limited residency options. Modulis runs on your infrastructure, providing complete data ownership and compliance control.
Smartlook doesn't serve engineering teams who need monitoring and debugging tools. Modulis is built for engineering, product, and business teams equally in a single unified platform.
Modulis includes native LLM analytics, AI agent monitoring, and built-in data warehousing—capabilities Smartlook doesn't provide—making it a comprehensive observability solution.