Alternatives

OpenLLM alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

OpenLLM

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

100
Quality
100
Trust
12K
Stars
#1

Opik

Similarity 126Trust 100Excellent 100

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

20K starsJun 12, 2026 pushdevelopmentPythonLLMOps
$ npx skills add comet-ml/opik
#2

BentoML

Similarity 124Trust 100Excellent 100

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

8.7K starsJun 3, 2026 pushdevelopmentPythonLLMOps
$ npx skills add bentoml/BentoML
#3

Openllmetry

Similarity 124Trust 100Excellent 100

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

7.2K starsJun 11, 2026 pushdevelopmentPythonLLMOps
$ npx skills add traceloop/openllmetry
#4

Giskard Oss

Similarity 124Trust 100Excellent 100

🐢 Open-Source Evaluation & Testing library for LLM Agents

5.4K starsJun 12, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Giskard-AI/giskard-oss
#5

LLM Engineers Handbook

Similarity 123Trust 100Excellent 100

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

5.1K starsApr 22, 2026 pushdevelopmentPythonLLMOps
$ npx skills add PacktPublishing/LLM-Engineers-Handbook
#6

Langfuse

Similarity 121Trust 100Excellent 100

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

29K starsJun 12, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add langfuse/langfuse
#7

Mlflow

Similarity 118Trust 100Excellent 100

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

26K starsJun 12, 2026 pushdevelopmentPythonLLMOps
$ npx skills add mlflow/mlflow
#8

Rig

Similarity 118Trust 100Excellent 100

⚙️🦀 Build modular and scalable LLM Applications in Rust

7.6K starsJun 12, 2026 pushdevelopmentRustLLMOps
$ npx skills add 0xPlaygrounds/rig
#9

Helicone

Similarity 118Trust 100Excellent 100

🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

5.8K starsJun 11, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add Helicone/helicone
#10

RagaAI Catalyst

Similarity 118Trust 100Excellent 100

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

16K starsFeb 11, 2026 pushdevelopmentPythonLLMOps
$ npx skills add raga-ai-hub/RagaAI-Catalyst
#11

Langwatch

Similarity 117Trust 100Excellent 100

The platform for LLM evaluations and AI agent testing

3.3K starsJun 12, 2026 pushdevelopmentTypeScriptLLMOps
$ npx skills add langwatch/langwatch
#12

Metaflow

Similarity 117Trust 100Excellent 100

Build, Manage and Deploy AI/ML Systems

10K starsJun 11, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Netflix/metaflow
#13

Phoenix

Similarity 117Trust 100Excellent 100

AI Observability & Evaluation

10K starsJun 12, 2026 pushdevelopmentPythonLLMOps
$ npx skills add Arize-ai/phoenix
#14

Vllm Ascend

Similarity 116Trust 100Excellent 100

Community maintained hardware plugin for vLLM on Ascend

2.2K starsJun 12, 2026 pushdevelopmentC++LLMOps
$ npx skills add vllm-project/vllm-ascend
#15

Agent Starter Pack

Similarity 116Trust 100Excellent 100

Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.

6.5K starsJun 11, 2026 pushdevelopmentPythonLLMOps
$ npx skills add GoogleCloudPlatform/agent-starter-pack
#16

Zenml

Similarity 116Trust 100Excellent 100

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

5.4K starsJun 12, 2026 pushdevelopmentPythonLLMOps
$ npx skills add zenml-io/zenml

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep OpenLLM if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.