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Opik Alternatives
Similar projects and alternatives to opik
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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langfuse
🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23
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agenta
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
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langtrace
Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, providing real-time tracing, evaluations and metrics for popular LLMs, LLM frameworks, vectorDBs and more.. Integrate using Typescript, Python. 🚀💻📊
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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lmnr
Laminar - open-source all-in-one platform for engineering AI products. Create data flywheel for your AI app. Traces, Evals, Datasets, Labels. YC S24.
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langwatch
The open LLM Ops platform - Traces, Analytics, Evaluations, Datasets and Prompt Optimization ✨
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archgw
The AI-native proxy server for agents. Arch handles the pesky low-level work in building agentic apps like calling specific tools, routing prompts to the right agents, clarifying vague inputs, unifying access and observability to any LLM, etc.
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llm_recorder
llm_recorder is a Python library that helps you record and replay interactions with language models.
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RAG-logger
RAG Logger is an open-source logging tool designed specifically for Retrieval-Augmented Generation (RAG) applications. It serves as a lightweight, open-source alternative to LangSmith, focusing on RAG-specific logging needs.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better opik alternative or higher similarity.
opik discussion
opik reviews and mentions
Posts with mentions or reviews of opik.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2025-03-04.
- Show HN: ArchGW – An open-source intelligent proxy server for prompts
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Launch HN: Confident AI (YC W25) – Open-source evaluation framework for LLM apps
If you're looking for a locally runnable, fully open source eval platform, I'm a maintainer over at Opik: https://github.com/comet-ml/opik/
Some high-level features that seem relevant to you:
- Works with any API or local model. Has some deeper out-of-the-box integrations with particular providers/platforms (OpenAI, LiteLLM, Bedrock, Anthropic, and others), as well as many of the more popular frameworks.
- Lots of built-in metrics, including some LLM-as-a-Judge evals, but also provides a minimal and flexible base metric class for custom evaluations.
- Beyond basic logging of traces and spans, you can also collect and version control datasets, encapsulate eval runs as "experiments", optimize prompts against previously logged data, and more.
We've only recently launched, but we've had a big surge in users with a lot of teams using it at scale. If you want to check it out, the cloud version is also 100% free, and I'd be happy to answer any questions you might have.
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RAG Logger: An Open-Source Alternative to LangSmith
Really awesome seeing more people work on this! I’m one of the founders of Opik https://github.com/comet-ml/opik which does similar things but also has a UI and supports massive scale. Curious to hear if you have any feedback!
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Launch HN: Langfuse (YC W23) – OSS Tracing and Workflows to Improve LLM Apps
I'm a maintainer of Opik, an open source LLM evaluation and observability platform. We only launched a few months ago, but we're growing rapidly: https://github.com/comet-ml/opik
- Show HN: Opik, an open source LLM evaluation framework
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Building an Effective and User-Friendly Medical Chatbot with OpenAI and CometLLM: A Step-by-Step Guide
Step 5: Log records into Comet The next step involves using comet_llm to keep track of what patients ask, how the bot responds, and how long each interaction takes. The information is logged on the Comet website. This helps in improving the model for future training. You can learn more about experiment tracking with Comet LLM.
- Show HN: Comet LLM: open-source prompt management and analytics
- Comet LLM: Open-Source Library to Log, Track, and Visualize LLM Prompts/Chains
- Comet LLM: Track and visualization LLM prompts and chains
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A note from our sponsor - SaaSHub
www.saashub.com | 16 May 2025
Stats
Basic opik repo stats
9
7,873
10.0
3 days ago
comet-ml/opik is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of opik is Python.
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