Modulis vs Heap
Auto-Capture Analytics with Full Observability
Heap provides auto-capture product analytics. Modulis adds full observability—logs, metrics, traces, session replay, and LLM monitoring—with self-hosted data ownership.
Feature Comparison
See how Modulis stacks up against Heap across every category that matters.
| Feature |  Modulis | H Heap |
|---|---|---|
| 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?
Heap excels at auto-capture product analytics, but engineering teams still need separate tools for logs, metrics, and traces. Modulis provides comprehensive product analytics alongside full-stack observability in one platform.
Heap focuses on product teams. Modulis is built for engineering, product, and business teams equally, with session replay tied to backend traces and infrastructure monitoring.
Heap sends all captured event data to their cloud. Modulis keeps everything on your infrastructure—user events, logs, metrics, and traces—giving you full data ownership and compliance control.
While Heap offers session replay, it doesn't connect to backend observability. Modulis links every frontend session to distributed traces and logs for end-to-end debugging.
Modulis includes native LLM analytics and AI agent monitoring that Heap doesn't offer, making it the right choice for teams building modern AI-powered applications.