Modulis vs Datadog: From Production Error to Root Cause in Minutes — Not Hours

What makes us different?

Modulis is a fully managed BYOC production resolution platform that takes engineering teams from production error to AI-generated root cause and PR-ready code fix in minutes. Unlike Datadog, Modulis charges a flat monthly subscription with no ingestion-based billing. Modulis deploys and manages everything inside your own cloud account, so your data never leaves your infrastructure.

One platform instead of many

Datadog is primarily built for infrastructure observability, which often leads teams to adopt additional tools for session replay, product analytics, web analytics, or data warehousing. Modulis goes further by bringing observability (logs, metrics, and traces), session replay, product and web analytics, data warehousing, and LLM analytics into a single unified system. Everything runs on the same underlying data layer, eliminating tool sprawl, broken context, and cross-team silos.

Fully managed, BYOC architecture

With Modulis, teams no longer have to choose between the convenience of SaaS and the control of BYOC. Modulis is deployed directly inside your infrastructure but fully managed by the Modulis team, delivering a cloud-like experience without operational overhead. Engineering teams don’t need to manage infrastructure or upgrades, while organizations retain full control of where their data lives—without SaaS lock-in.

Pricing that scales without surprises

Datadog’s pricing typically increases as usage grows across logs, metrics, traces, retention, and dashboards, often making costs difficult to predict at scale. Modulis is designed with transparent, tier-based pricing and no usage overage fees, helping teams plan confidently as they grow. The result is a lower, more predictable total cost of ownership without sacrificing capabilities.

Your data, from day one

Unlike vendor-hosted platforms, Modulis ensures your data never leaves your environment. There are no extra charges to access, query, or export your own data, and no vendor-imposed retention limits. This makes Modulis especially well suited for data-heavy workloads, AI-driven products, and organizations with strict compliance or data residency requirements.

Built for modern and AI-driven systems

Modulis is designed for modern architectures, including microservices, event-driven systems, and AI- or LLM-powered applications. With native LLM analytics and AI agents built into the platform, teams don’t need to bolt on additional tools as their systems evolve. Modulis is future-ready by default, supporting both today’s observability needs and tomorrow’s AI workloads.

Build Modulis—Your Way, On Your Infrastructure

From single-tenant deployments to multi-region SaaS platforms, Modulis powers high-performance observability without lock-in.