Alternatives to Agenta

Open-source LLM observability and agent evaluation you can trace, score, and self-host on your own infrastructure.

OpenAgents: an open-source platform for running Data, Plugins and Web language agents from one chat UI

Open-source LLM observability and agent evaluation you can trace, self-host, and eval end to end.

Open-source LLM observability, prompt management, and agent evals on one data model.

Open-source OpenTelemetry tracing, versioning, and sessions for Python LLM apps—bring your own backend.

Open source AI engineering platform for agent and LLM tracing, evaluation, prompt management, and ML lifecycle work.

Open-source RAG engine with built-in ETL, hybrid search and visual agent orchestration for enterprise AI agents

Open-source Python framework that replaces vibe checks with reproducible evaluation loops for RAG pipelines and AI agents.

Open-source Python framework to evaluate LLM, RAG, and agent quality and monitor ML drift under Apache 2.0.

Comet's open-source platform for tracing AI agents, running LLM-as-a-judge evals, and auditing coding-agent spend.

Open-source agentic AI data assistant that writes SQL, runs code in a sandbox, and chats with your databases self-hosted

Open-source Python SDK plus AgentOS runtime for serving agents as a REST API and MCP server you host yourself.

Microsoft's open-source, code-first Python framework for building stateful, data-intensive conversational AI agents.

Open-source agent platform that fuses knowledge graphs with RAG for self-hosted, explainable enterprise AI.

Laminar is open-source agent observability that auto-captures every LLM and tool call and flags agent failures you never wrote a detector

OpenJudge is an Apache 2.0 open-source AI evaluation framework shipping 50+ benchmark-validated graders for agents, LLMs, code, math, and multimodal models.

Dash0 is OpenTelemetry-native observability with Agent0 doing autonomous root cause analysis and fix PRs.

LLM evaluation, observability, and red teaming in one workspace for teams shipping production AI

TruLens traces AI agent runs with OpenTelemetry-native evals, showing where an agent fails and where you can cut cost.

Track AI spend across OpenAI, Anthropic, Google AI, Bedrock and Azure in one live cost dashboard.

Athina is a shared workspace where your team writes prompts, runs evals, annotates datasets, and traces LLM calls in production.

OpenCompass (司南) benchmarks LLMs, VLMs, and AI4S models on dated, dimension-by-dimension leaderboards

Metoro is a Kubernetes observability and AI SRE agent that watches your cluster with eBPF and opens fix PRs for production issues.

OpenLIT delivers OpenTelemetry-native LLM tracing, evals, guardrails, and prompt management you self-host free under Apache 2.0.

LangSmith is agent and LLM observability: trace, monitor, and evaluate AI agents in cloud, BYOC, or self-hosted.

Co-own autonomous AI agents that trade, hire each other and settle payments on-chain with OLAS staking.

Silico is Goodfire's mechanistic interpretability agent for understanding, debugging, and steering the internals of your AI models.

Galileo runs your pre-launch evals as live guardrails, scoring 100% of agent traffic with distilled Luna models.

Comet's Opik turns LLM traces into grouped root causes, eval scores and proposed code fixes

Enterprise agent workforce platform for building, operating, and governing AI agents across on-prem, hybrid, and multi-cloud environments.