Cubbie Points
HoneyHive
AI Observability
AI evaluation and observability platform for testing, monitoring, and fine-tuning LLM applications in production.
Distributed tracing of AI agent executionOnline evaluation and monitoringExperiment and regression tracking
Alternatives to Distributional AI
- 1AI Observability, AI Evaluation and Testing
- 2AI Observability
LangSmith
AI Observability
LangSmith is LangChain's platform for debugging, testing, evaluating, and monitoring LLM applications and agent workflows.
Llm evaluation and scoringAutomated issue detection and diagnosisProduction monitoring and alertingPrice$39+ / seat / month
Starting price: below the category median. - 3AI Observability, AI Evaluation and Testing
Relari
AI Evaluation and Testing
AI evaluation and testing platform for LLM applications with synthetic data generation.
Cross embodiment model transferFoundation model development for robotic manipulation - 4AI Observability, AI Agents
Teammately
AI Observability
AI agent observability and evaluation platform reducing reliability issues in multi-agent LLM systems.
Expert elicitation via AI agentCoverage engineering and case synthesisHarness development and testingPrice$99 / month
Price position: above the category median. - 5AI Observability, AI Evaluation and Testing
Truera
AI Observability
AI quality management platform for monitoring model performance, explaining predictions, and testing for fairness.
AI GovernanceAI Evaluation and Testing - 6AI Observability, AI Evaluation and Testing
Parea
AI Observability
LLM observability and evaluation platform for AI teams with prompt testing and production monitoring.
Free planFree trialTiered plansAI Evaluation and TestingLLM Orchestration - 7AI Observability, AI Evaluation and Testing
Agenta
AI Evaluation and Testing
Open-source platform for prompt engineering, evaluation, and deployment of LLM applications with team collaboration.
Free planFree trialTiered plansAI AgentsAI Observability - 8AI Observability, AI Evaluation and Testing
Laminar
AI Observability
Open source observability and evaluation platform for LLM applications with tracing.
Automatic trace capture and visualizationAutomated failure detection and clusteringSignal cluster analysis and distribution tracking - 9AI Observability, AI Agents
LangWatch
AI Observability
LangWatch helps teams monitor prompts, traces, and quality signals across production LLM applications and agent workflows.
Free planFree trialTiered plansAI AgentsAI GovernancePrice$65.65+ / month
Starting price: below the category median. - 10AI Observability
Freeplay
AI Observability
LLM ops platform helping product teams experiment, evaluate, and observe generative AI features.
