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It's a split decision.
Graphite and InfluxDB are not substitutes: Graphite is a hosted GitHub code-review and pull-request workflow; InfluxDB is a time-series database for operational data. Choose Graphite to manage stacked PRs, AI reviews and merge queues, with paid seats for team features. Choose InfluxDB to ingest and query telemetry, using its free local Core edition or metered Serverless cloud. If you need both code review and time-series storage, they can occupy separate parts of the same stack.
01Side by side
| Graphite | InfluxDB | |
|---|---|---|
| Pricing model | Free Hobby; paid plans priced per user annually | Free Core; Serverless metered, enterprise plans custom |
| Free tier | Hobby includes CLI, MCP, VS Code, limited AI | Core is free forever; Serverless includes $250 credit |
| Open source and licence | Open-source status not listed | InfluxDB 3 Core is open source; licence name not listed |
| Self-hosting | Hosted, synced with GitHub | Self-managed Enterprise; Core runs on Linux, Mac, Docker |
| API and SDKs | CLI and VS Code; API surface not detailed | Client libraries for Python, JavaScript, Go, C#, Java |
| Integrations | GitHub sync and Slack notifications | Grafana, lakes, warehouses, AI/ML pipelines |
| Deployment model | Web-based GitHub workflow | On-premises, edge, cloud; AWS option available |
| Limits and scaling | AI features vary by plan; Team includes unlimited reviews | Millions of series; Enterprise has no service quotas |
Graphite Choose Graphite if
- Choose Graphite if you want AI review and stacked PRs in GitHub.
- Choose Graphite if your team needs a merge queue and shared PR inbox.
- Choose Graphite if per-seat pricing fits your review workflow.
InfluxDB Choose InfluxDB if
- Choose InfluxDB if you need a database for time-series telemetry.
- Choose InfluxDB if you need local, edge, on-premises or cloud deployment.
- Choose InfluxDB if you want client libraries across several languages.
02Pricing at real usage
Graphite’s Hobby plan costs $0 and includes personal-account repositories, the stacked-PR CLI, MCP, the VS Code extension, and limited Chat and AI Reviews. Starter is $20 per user per month with annual billing; Team is $40 per user per month annually and adds unlimited Chat and AI Reviews, customizations, automations, and a merge queue. The pricing page lists annual billing at 20% off; monthly prices are not published. The homepage also advertises a 30-day trial.
InfluxDB 3 Core is free forever for local development and prototyping. Cloud Serverless includes $250 in free credit, then charges $0.0025 per MB written, $0.012 per 100 query executions, $0.002 per GB-hour stored, and $0.09 per GB transferred out. Enterprise and Cloud Dedicated use custom pricing; AWS Timestream for InfluxDB uses AWS consumption pricing. Model InfluxDB cost around ingest, queries, storage, and transfer; Graphite cost grows with paid seats.
03API, SDKs and integration
Graphite fits into a GitHub pull-request workflow rather than a telemetry pipeline. It syncs with GitHub and provides a web PR page, team inbox, CLI for creating and managing stacked PRs, and a VS Code extension. Teams can add Slack notifications. Graphite Chat works from the PR page for code-change context and CI failures, while its merge queue and stacking-integrated CI coordinate review and merges. The homepage points developers to CLI information, but does not describe a general-purpose API or list SDK languages.
InfluxDB is the database component. Its listed client libraries cover Python, JavaScript, Go, C#, and Java. The homepage also lists Grafana, data lakes, warehouses, and AI/ML pipelines as integration points; cold-data eviction can stream data to those destinations. The deployment options include cloud, on-premises, and edge, with an AWS-specific managed option. The homepage does not name a wire protocol, so confirm protocol compatibility and client-library support against your ingestion stack before choosing.
04Open source, self-hosting and lock-in
InfluxDB offers more deployment control. InfluxDB 3 Core is identified as open source and runs on Linux, Mac, and Docker, but it has no high availability or enterprise security. InfluxDB 3 Enterprise is a self-managed production option with custom pricing, no service quotas, high availability, read replicas, and enterprise security features. The vendor does not name Core’s specific open-source licence here, so check the licence terms for the edition you plan to deploy.
Graphite is a hosted service synced with GitHub; self-hosting and open-source status are not listed. GitHub remains the underlying home for its pull requests, but the vendor does not describe a separate Graphite data-export format or migration path. InfluxDB lists cold-data eviction that streams data to lakes, warehouses, and AI/ML pipelines. Before adopting either tool, confirm what data you need to retain and how you will move it if you change platforms.
Questions people ask
Are Graphite and InfluxDB alternatives?
No. Graphite is an AI code-review and pull-request workflow synced with GitHub. InfluxDB is a time-series database for continuous operational data. A team may use Graphite to review application changes and InfluxDB to store telemetry, but neither replaces the other’s core role.
Which is cheaper for a small team?
Graphite’s Hobby plan is free, while its Starter plan is $20 per user per month with annual billing. InfluxDB 3 Core is free for local development, and Serverless starts with $250 in credit before metered charges. The cheaper choice depends on whether you need review seats or a hosted database.
Can InfluxDB be self-hosted?
Yes. InfluxDB 3 Core runs on Linux, Mac, and Docker, and InfluxDB 3 Enterprise is a self-managed production option. Core has no high availability or enterprise security; Enterprise has custom pricing and includes high availability and read replicas.
Does Graphite provide an API or SDK?
Graphite lists a CLI, VS Code extension, web PR page, and GitHub sync. Its homepage does not describe a general-purpose API or list SDK languages. If you need programmatic access beyond the CLI and GitHub workflow, confirm supported interfaces with Graphite before committing.