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Graphite VS Opsmeter

Compare Graphite VS Opsmeter and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Graphite logo Graphite

Graphite is a highly scalable real-time graphing system.

Opsmeter logo Opsmeter

Find what caused your AI bill. Opsmeter gives endpoint, user, model, and prompt-level AI cost attribution in one view.
  • Graphite Landing page
    Landing page //
    2021-10-13
  • Opsmeter Overview
    Overview //
    2026-02-13
  • Opsmeter Top Users
    Top Users //
    2026-02-13
  • Opsmeter Top Endpoints
    Top Endpoints //
    2026-02-13
  • Opsmeter Prompt Versions
    Prompt Versions //
    2026-02-13

Opsmeter is an AI cost observability platform that shows exactly what caused your AI bill. Track spend by endpoint, user, model, and prompt version, monitor token and latency trends, and keep telemetry flowing with provider-agnostic ingest, rate-limit headers, and retry-safe guidance.

Graphite

Website
graphiteapp.org
Pricing URL
-
$ Details
-
Platforms
-
Release Date
-
Edit details

Opsmeter

Website
opsmeter.io
Pricing URL
Official Opsmeter Pricing
$ Details
freemium $99.0 / Monthly
Platforms
Web REST API SaaS
Release Date
2026 February
Startup details
Country
Estonia
Employees
1 - 9
Edit details

Graphite features and specs

  • Scalability
    Graphite is designed for high performance and can handle large volumes of time-series data, making it suitable for scaling up as data grows.
  • Flexibility
    Graphite offers a flexible schema, allowing users to define their own metrics and naming conventions that best suit their monitoring needs.
  • Integration
    Graphite integrates easily with a variety of data sources and visualization tools such as Grafana, making it a versatile option for many monitoring setups.
  • Open Source
    Being an open-source tool, Graphite has a strong community for support and contributions, and it is also free to use without licensing costs.
  • Customizability
    Graphite allows for extensive customization of dashboards and visualization options, providing users with many ways to view and interpret their data.

Possible disadvantages of Graphite

  • Complex Setup
    The initial setup and configuration of Graphite can be complex and time-consuming, often requiring in-depth knowledge of the system.
  • Performance Issues
    While Graphite is designed for high performance, it can sometimes struggle with write-heavy loads and may require additional setup to maintain efficiency.
  • High Resource Consumption
    Graphite can consume significant system resources, especially disk I/O and CPU, which might be a concern for environments with limited resources.
  • Limited Built-in Visualization
    The native Graphite-web UI is considered less feature-rich compared to more modern tools like Grafana, which may necessitate additional tools for better visualization.
  • Maintenance Overhead
    Due to its complexity and resource needs, maintaining Graphite can involve a significant overhead, particularly in larger or more dynamic environments.

Opsmeter features and specs

  • Cost Attribution
    Breaks down AI spend by endpoint, user, model, and prompt version.
  • Provider-Agnostic Ingest
    Single telemetry schema for OpenAI, Anthropic, and other LLM providers.
  • Budgets & Alerts
    Plan-based budgets, warning thresholds, and telemetry pause behavior when limits are reached.

Analysis of Graphite

Overall verdict

  • Graphite (graphiteapp.org) is generally considered a good tool for real-time graphing of time-series data.

Why this product is good

  • Graphite is appreciated for its powerful and flexible graphing capabilities, scalability, and open-source nature. It's widely used for monitoring and visualization due to its robust ecosystem and the ability to handle large amounts of data efficiently.

Recommended for

    Graphite is recommended for developers, system administrators, and IT professionals who need to monitor and visualize time-series data, particularly those working in environments with large-scale data monitoring needs.

Graphite videos

+ Add

Review: Samson Graphite 49 & Graphite 25 | Audio Mentor

More videos:

  • Demo - Faber-Castell 9000 graphite pencil review and tiger demo - w/ Lachri
  • Review - Graphite pencil brand review

Opsmeter videos

No Opsmeter videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to Graphite and Opsmeter)

Graphite

Opsmeter

Developer Tools
100 100%
Developer Tools
0% 0
Cost Management Software
0 0%
Cost Management Software
100% 100
Monitoring Tools
94 94%
Monitoring Tools
6% 6
AI
91 91%
AI
9% 9

Questions & Answers

As answered by people managing Graphite and Opsmeter.

What makes your product unique?

Opsmeter's answer:

Opsmeter combines endpoint, user, model, and prompt-version cost attribution in one view, so teams can quickly see what changed and why AI spend increased. It is provider-agnostic and built to keep telemetry reliable without breaking production flows.

Why should a person choose your product over its competitors?

Opsmeter's answer:

Choose Opsmeter for faster root-cause analysis, simple provider-agnostic ingest, and practical budget/rate-limit handling. It helps teams act on cost spikes quickly instead of only showing high-level usage charts.

How would you describe the primary audience of your product?

Opsmeter's answer:

Opsmeter is built for teams running AI in production: CTOs/engineering leads, platform and ops teams, and founders who need clear cost visibility and governance.

What's the story behind your product?

Opsmeter's answer:

Opsmeter started from a common problem: teams could see the AI bill, but not what exactly caused it. We built Opsmeter to answer that question clearly and quickly with request-level attribution.

Which are the primary technologies used for building your product?

Opsmeter's answer:

Opsmeter is built with Angular (TypeScript) on the frontend, ASP.NET Core (.NET/C#) on the backend, PostgreSQL for data, and Docker/Nginx for deployment and operations.

Who are some of the biggest customers of your product?

Opsmeter's answer:

We currently work with startup and growth-stage AI teams. Customer names are not publicly disclosed yet.

User comments

Share your experience with using Graphite and Opsmeter. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Graphite and Opsmeter

Graphite Reviews

The 10 Best Nagios Alternatives in 2024 (Paid and Open-source)
Although Graphite's UI might not be the most impressive, it seamlessly integrates with Grafana for improved visualizations. It's important to note that Graphite itself doesn't collect data directly; instead, applications need to be configured to send data to Graphite. Carbon then listens for this data and forwards it to Whisper, where it is stored in time series format on...
Source: betterstack.com
4 Best Time Series Databases To Watch in 2019
Graphite is a even more established and very widely used time series database system. Graphite is a powerful monitoring tool that store numeric time series data and display them on demand via its Graphite-web interface at a fair speed. Graphite is most of the time used as a system, network and application performance metric store. Big companies such as Booking.com, Reddit...
Source: medium.com

Opsmeter Reviews

We have no reviews of Opsmeter yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Graphite seems to be a lot more popular than Opsmeter. While we know about 16 links to Graphite, we've tracked only 1 mention of Opsmeter. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Graphite mentions (16)

View more

Opsmeter mentions (1)

  • Show HN: Opsmeter โ€“ AI cost attribution and budget control for LLM apps
    - Would you want this as observability, governance, or both? Website: https://opsmeter.io. - Source: Hacker News / 4 months ago

What are some alternatives?

When comparing Graphite and Opsmeter, you can also consider the following products

CodeRabbit - Unleash AI on Your Code Reviews with CodeRabbit

Helicone AI - Open-source LLM Observability for Developers

GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.

Langfuse - Langfuse is an open-source LLM engineering platform that helps teams collaboratively debug, analyze, and iterate on their LLM applications.

Prometheus - An open-source systems monitoring and alerting toolkit.

Humanloop - Train state-of-the-art language AI in the browser

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