Rawbbit review
A self-hosted analytics pipeline covering player events, SQL, dashboards, and AI-agent access.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Rawbbit is an open-source game analytics pipeline for studios that want to collect, store, query, and visualize player-event data on infrastructure they control. It supports HTTP event-batch ingestion, JavaScript and HTTP integrations, raw Parquet storage in S3-compatible object storage, ClickHouse analysis, Metabase dashboards, direct SQL access, and a read-only MCP server for AI agents. Its analytics scope includes retention, funnels, cohorts, sessions, revenue, level progression, purchases, and ad-view analysis, making it suited to technical teams building their own data stack rather than teams seeking a hosted reporting tool.
The Free self-serve plan costs €0 one-time and includes a self-serve repository, deployment documentation, and the core ingestion and storage pipeline. Done-for-you setup adds infrastructure setup and deployment, ingestion and storage configuration, pipeline configuration, data modeling and basic analytics support, Metabase deployment, and MCP server deployment; its pricing is quote-based. The Design Partner Program offers a fixed-scope pilot. This structure keeps the entry path accessible for teams able to manage deployment, while giving teams that want assistance a separate service route.
Rawbbit’s main strength is the depth of its open, composable architecture. NATS JetStream handles event buffering, S3-compatible storage retains raw data, ClickHouse provides the analytical database, and Metabase supplies dashboards. Direct SQL access gives technical teams another way to investigate data, while MCP connections support read-only access for Claude, Codex, OpenCode, and OpenClaw. Choose Rawbbit when infrastructure control, SQL access, and configurable event analytics matter most. Teams that want managed onboarding or clearly defined live-game reporting should consider whether its self-hosted model and documented scope fit their workflow.
Rawbbit pros and cons
- Where it wins
- Free self-serve access with core ingestion and storage pipeline
- Retention, funnels, cohorts, sessions, revenue, and SQL analytics
- Self-hosted stack with ClickHouse, Metabase, NATS, and S3 support
- Where it doesn't
- Self-hosting requires infrastructure and deployment work
- Done-for-you setup uses quote-based pricing
- Live-game reporting is not identified as a defined capability
Rawbbit fact sheet, pricing and score →
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