The best openllmetry alternatives

metaflow

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

Choose metaflow if…

• you specifically need agents or ai

Shares datascience, generative-ai, llm, llmops with openllmetry.

serve

jina-ai/serve

☁️ Build multimodal AI applications with cloud-native stack

Choose serve if…

• you want the more widely starred option (21.8k)
• you specifically need cloud-native or cncf

Shares generative-ai, llmops, opentelemetry with openllmetry.

langchain

langchain-ai/langchain

The agent engineering platform.

Choose langchain if…

• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (148.9k)
• you specifically need agents or ai

Shares generative-ai, llm, open-source, python with openllmetry.

langgraph

langchain-ai/langgraph

Build resilient agents.

Choose langgraph if…

• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (44.4k)
• you specifically need agents or ai

Shares generative-ai, llm, open-source, python with openllmetry.

langfuse

langfuse/langfuse

🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.

Choose langfuse if…

• you would rather work in TypeScript than Python
• you want the more widely starred option (36.9k)
• you specifically need analytics or autogen

Shares llm, llmops, monitoring, observability with openllmetry.

agents-towards-production

NirDiamant/agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

Choose agents-towards-production if…

• you would rather work in Jupyter Notebook than Python
• you want the more widely starred option (21.8k)
• you specifically need agent or agent-framework

Shares generative-ai, llm, observability, python with openllmetry.

BentoML

bentoml/BentoML

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

Choose BentoML if…

• you specifically need ai-inference or deep-learning

Shares generative-ai, llm, llmops, python with openllmetry.

agent-starter-pack

GoogleCloudPlatform/agent-starter-pack

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

Choose agent-starter-pack if…

• you specifically need agents or gcp

Shares generative-ai, llmops, observability with openllmetry.

mcp-context-forge

IBM/mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Choose mcp-context-forge if…

• you specifically need agents or ai

Shares generative-ai, observability, python with openllmetry.

semantica

semantica-agi/semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

Choose semantica if…

• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (14.4k)
• you specifically need agent-memory or ai

Shares generative-ai, llm, python with openllmetry.

Soup

MakazhanAlpamys/Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Choose Soup if…

• you specifically need cli or consumer-gpu

Shares llm, llmops, python with openllmetry.

claude-devtools

matt1398/claude-devtools

The missing DevTools for Claude Code — inspect session logs, tool calls, token usage, subagents, and context window in a visual UI. Free, open source.

Choose claude-devtools if…

• you would rather work in TypeScript than Python
• MIT License suits your use better than Apache License 2.0
• you specifically need ai or ai-agent

Shares llm, observability, open-source with openllmetry.