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It's a split decision.
These are not direct substitutes. Choose Graphite if your team wants AI-assisted pull request review, stacked PRs, and a merge queue around GitHub. Its Hobby plan is free, while Starter starts at $20 per user per month with annual billing; monthly prices are not published. Choose InfluxDB for real-time time-series data and on-premises, edge, or cloud deployment. Core is free for local prototyping; cloud Serverless is metered, and standard production subscription prices are not published.
01Side by side
| Graphite | InfluxDB | |
|---|---|---|
| Starting price | Free Hobby; Starter $20/user/month, billed annually | Free Core; Serverless is usage-based |
| Free plan | Hobby includes limited AI Reviews and Graphite Chat | Core is free forever; no HA or enterprise security |
| Best for | AI-assisted PR reviews, stacked changes, and merging | Real-time operational time-series workloads |
| Core strength | PR review and merge workflow | High-resolution time-series ingest and analytics |
| Learning curve | Not published | Not published |
| Integrations / data | GitHub repos, Slack, CLI, VS Code, and MCP | Time-series data across on-premises, edge, and cloud |
| Team / seat costs | $20–$40/user/month on annual plans; monthly rates unpublished | Usage-based or custom; standard subscription prices unpublished |
| Support | Enterprise premium support and SLAs | Enterprise support SLA; Core community support |
Graphite Choose Graphite if
- Choose Graphite if you want AI-assisted pull request reviews.
- Choose Graphite if your team works with stacked PRs.
- Choose Graphite if you need a merge queue in your review workflow.
InfluxDB Choose InfluxDB if
- Choose InfluxDB if you handle real-time time-series data.
- Choose InfluxDB if you need on-premises, edge, or cloud deployment.
- Choose InfluxDB if usage-based Serverless pricing fits your workload.
02Pricing compared
Graphite has a free Hobby plan for personal projects, with limited AI reviews and Graphite Chat. Paid plans are priced per user with annual billing: Starter is $20 per user per month and Team is $40. The pricing page does not publish monthly prices, and Enterprise pricing is not listed.
InfluxDB has free InfluxDB 3 Core for local development and prototyping, but it has no high availability or enterprise security. Cloud Serverless is metered rather than sold at a standard monthly subscription: the listed rates are $0.0025 per MB written, $0.012 per 100 query executions, $0.002 per GB-hour stored, and $0.09 per GB transferred out. It includes $250 in free credit. Enterprise and Dedicated cloud prices are not published; Telegraf Enterprise starts at $18,000 per year.
03Features and depth
These products solve different problems. Graphite is built around pull request review: it combines AI reviews and chat with stacked PRs, a PR inbox, and a merge queue. Chat can provide code-change context and help address CI failures; the merge queue lands PRs in order, while stacking-integrated CI runs only when needed. Its listed plans also vary in AI access: Hobby has limited reviews and chat, while Team includes unlimited use and customizations.
InfluxDB is for continuous, high-resolution operational data. Its feature set covers high-speed ingest, real-time analysis, compression and downsampling, and moving cold data to lakes, warehouses, or AI/ML pipelines. It can be deployed on-premises, at the edge, or in the cloud. The deployment choice affects what is included: for example, Core lacks high availability, while Enterprise lists high availability and read replicas. A PR workflow is not a substitute for a time-series database, or vice versa.
04Ease of use and learning curve
The learning curve depends on what you are trying to manage. Graphite centers on a team’s GitHub pull request workflow, with a CLI, VS Code extension, and MCP listed even on Hobby. Teams adopting stacked PRs, AI reviews, and a merge queue will need to decide how those fit their existing review and branching habits; the published pricing details do not specify setup requirements.
InfluxDB asks a different set of deployment and data decisions. The options range from Core for local development to Serverless, Dedicated cloud, AWS, and self-managed Enterprise. That choice affects billing and capabilities, so teams should confirm their expected usage and required controls before choosing a production option. The pricing material does not publish a standard production subscription price.
Questions people ask
Are Graphite and InfluxDB direct alternatives?
No. Graphite is an AI-assisted code review and pull request workflow platform, with stacked PRs and a merge queue. InfluxDB is a time-series database for capturing and analyzing operational data. Choose based on whether the problem is reviewing code or storing and working with time-series data.
Which product has a cheaper free plan?
Both list a free option, but they are for different uses. Graphite Hobby is for personal projects and includes limited AI reviews and chat. InfluxDB 3 Core is free forever for local development and prototyping, but the listed plan has no high availability or enterprise security.
How much does Graphite cost for a team?
With annual billing, Graphite Starter is $20 per user per month and Team is $40 per user per month. The pricing page does not publish monthly billing prices. Enterprise pricing is also not listed, so teams needing its advanced controls should request pricing rather than assume a rate.
Does InfluxDB publish production pricing?
Not as a standard subscription price. Cloud Serverless is usage-based, with separate rates for writes, queries, storage, and data transfer, and includes $250 in free credit. Enterprise and Dedicated cloud prices are not published; AWS Timestream for InfluxDB is billed through AWS.