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OP

opik-optimizer

PyPI·Infrastructure

opik-optimizer is an open-source automatic agent and prompt optimization toolkit integrated with the Opik platform. It helps developers systematically improve the performance of their AI agents and prompts using structured optimization techniques and evaluation workflows. Built by Comet ML, it targets AI engineers and researchers building production-grade LLM applications.

Open SourceApache-2.0CLISelf-hosted
Visit PyPI↗
20.9kstars
1.6kforks
4features
2024since

Overview

4 features

In the AI & ML space, opik-optimizer takes a focused approach. Manually tuning and optimizing the performance of AI agents and prompts through trial and error. opik-optimizer is an open-source project aimed at developers. The project is open source (Apache-2.0). It ships for the command line, and it can be self-hosted.

Comet ML builds and maintains opik-optimizer, and it first shipped in 2024. Development happens publicly on GitHub with 20.9k stars and 929 commits in the last 90 days. Among its 4 catalogued features are automatic optimization, agent tuning, and prompt optimization.

Summary written by a language model from the project’s public pages.

  • ✓Automatic optimization
  • ✓Agent tuning
  • ✓Prompt optimization
  • ✓Evaluation workflows
Tags
agent-optimizationprompt-optimizationllm-evaluationauto-tuningai-experiments
AI capabilities
Text
Inference: Hybrid

Built with & integrations

Runs on
CLISelf-hosted

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub · ★ 20.9k✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed28 Jul · 13:37 UTC
    opik-optimizer verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about opik-optimizer

What does opik-optimizer do?
Manually tuning and optimizing the performance of AI agents and prompts through trial and error. It is catalogued under AI & ML on PulseGate.
Who should use opik-optimizer?
opik-optimizer is an open-source project built for developers.
Does opik-optimizer have a free plan?
Yes — opik-optimizer is open source under the Apache-2.0 license and free to use.
What platforms does opik-optimizer run on?
opik-optimizer runs on the command line. It can also be self-hosted.
Is opik-optimizer still maintained?
The GitHub repository shows 929 commits in the last 90 days.
What projects are similar to opik-optimizer?
Similar projects tracked by PulseGate include Prompt Optimizer, OptPilot, and optiprofiler-agent.Prompt OptimizerOptPilotoptiprofiler-agent
Who develops opik-optimizer?
opik-optimizer is developed by Comet ML.
When did opik-optimizer launch?
opik-optimizer first shipped in 2024.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 20.9k
License
Apache-2.0
Built for
developers
Model
Open source
Solves
Manually tuning and optimizing the performance of AI agents and prompts through trial and error.

Registered as

GitHub
comet-ml/opik
PyPI
opik-optimizer

Developer

Comet ML
Community-driven
↗ GitHub

Open source

View on GitHub →
Stars
20,940
Forks
1,642
Open issues
162
Last commit
28 Jul 2026
Commits 90d
929
Contributors
143
Authorship
Community-driven
Default branch
main
Latest release
2.2.9 · 28 Jul 2026

Live coverage

Identity confidence
Low · 64
Indexed
28 Jul 2026
Lifecycle
Alive
Last seen
28 Jul 2026
Identity audit (13)
Slug
opik-optimizer-pypi-org
Lifecycle state recorded
28 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
28 Jul 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
28 Jul 2026
Canonical URL
https://pypi.org/project/opik-optimizer

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  • POPrompt Optimizerpromptoptimizer.org
  • OPOptPilotpypi.org
  • OPoptiprofiler-agentgithub.com