Alternatives to Ragas

10 alternatives

  1. 1AI Evaluation and Testing

    Promptfoo

    AI Evaluation and Testing

    Open-source tool for testing and evaluating LLM prompts, models, and RAG pipelines with side-by-side comparisons.

    Llm red teamingVulnerability scanningPrompt evaluation and testing
  2. 2AI Evaluation and Testing

    Evidently AI

    AI Evaluation and Testing

    Open-source ML monitoring tool for evaluating, testing, and monitoring data and model quality in production.

    Free planFree trialTiered plansData QualityData Observability

    Price$80 / month

    Price position: below the category median.
  3. 3AI Evaluation and Testing

    BenchLLM

    AI Evaluation and Testing

    Open-source evaluation tool for testing and benchmarking LLM applications in CI/CD pipelines.

    Free planContinuous TestingLLM Orchestration
  4. 4AI Evaluation and Testing

    AI Verify (IMDA)

    AI Evaluation and Testing

    Open-source AI governance testing framework by Singapore's IMDA for assessing AI system trustworthiness.

    Free planAI GovernanceLLM Evaluation
  5. 5AI Evaluation and Testing

    Giskard

    AI Evaluation and Testing

    Open-source AI quality and testing platform for detecting vulnerabilities, biases, and hallucinations in ML models.

    Automated adversarial red teaming for llm agentsLlm vulnerability detection and classificationDomain specific quality evaluation dataset generation
  6. 6AI Evaluation and Testing

    Confident AI

    AI Evaluation and Testing

    LLM evaluation platform providing automated testing and benchmarking for AI applications with custom metrics.

    Llm evaluation with research backed metricsDataset management and auto curationGit based prompt versioning and management
  7. 7AI 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
  8. 8AI Evaluation and Testing

    Deepchecks

    AI Evaluation and Testing

    Open-source ML testing and monitoring platform for validating data and models throughout the development lifecycle.

    Free planFree trialSOC 2GDPRHIPAATiered plans
  9. 9AI Evaluation and Testing

    Athina AI

    AI Evaluation and Testing

    LLM monitoring and evaluation platform detecting hallucinations, toxicity, and quality issues in production AI.

    Free planSOC 2LLM OpsLLM Orchestration
  10. 10AI Evaluation and Testing

    Coxwave Align

    AI Evaluation and Testing

    LLM analytics platform providing automated evaluation, monitoring, and insights for AI products.

    User behavior analysis for AI productsQuantitative evaluation metrics for AI products