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AI Tools

Best Llm Developer Tools in 2026

  1. 01 DeepEval

    DeepEval suits developers building evaluation pipelines for AI systems, particularly those who want tests to run in CI/CD or Python scripts.

    From $200/mo Free plan Open source Web · Windows · macOS · Linux
    9.3 Visit Specs
  2. 02 Braintrust

    Braintrust is aimed at teams operating AI agents in production, from early-stage teams to enterprises.

    From $249/mo Free plan Web · API · Self-hosted
    9.2 Visit Specs
  3. 03 LangSmith

    LangSmith suits teams engineering AI agents that need evaluation, tracing, prompt work, deployment, and production monitoring.

    From $39/mo Free plan Web · Windows · macOS · Linux
    9.0 Visit Specs
  4. 04 Langfuse

    Langfuse suits teams building AI agent applications that need tracing, prompt management, and evaluation tools.

    From $29/mo Free plan Open source Web · Linux · API · Self-hosted
    8.9 Visit Specs
  5. 05 Promptfoo

    It suits developers and enterprises evaluating prompts or testing AI applications for risks.

    Free plan Open source Web · Windows · macOS · Linux
    8.3 Visit Specs
  6. 06 Arize Phoenix

    It suits teams operating AI applications that need model, retrieval, tool, prompt, and evaluation tracing.

    Free plan Web · API · Self-hosted
    8.2 Visit Specs
  7. 07 Haystack

    Haystack is built for AI developers and engineers creating modular, transparent systems, including agent workflows, RAG and multimodal applications.

    Free plan API · Self-hosted
    8.1 Visit Specs
  8. 08 Helicone

    Helicone suits teams routing and observing AI application requests across model providers, including teams that need self-hosting or LLM cost tracking.

    From $79/mo Free plan Web · API · Self-hosted
    8.1 Visit Specs
  9. 09 LangChain

    It suits developers building configurable model-and-tool agents in Python or JavaScript/TypeScript.

    From $39/mo Free plan API · Self-hosted
    8.1 Visit Specs
  10. 10 Opik

    Opik suits teams developing applications or agents that make calls to an LLM and want tracing and evaluation across the development cycle.

    From $19/mo Free plan Web · Linux · API · Self-hosted
    8.1 Visit Specs
  11. 11 CrewAI AMP
    Free plan Web · API · Self-hosted
    8.0 Visit Specs
  12. 12 Portkey

    Portkey suits teams that need a common API and operational controls for generative AI models and providers.

    From $49/mo Free plan Web · API · Self-hosted
    8.0 Visit Specs
  13. 13 PromptLayer

    PromptLayer is for engineers and domain experts who build or improve AI products together.

    From $49/mo Free plan Web · API · Self-hosted
    7.6 Visit Specs
  14. 14 Cohere North
    Web · Self-hosted
    7.5 Visit Specs
  15. 15 DSPy
    API · Self-hosted
    7.5 Visit Specs
  16. 16 LiteLLM

    LiteLLM is aimed at platform teams that need a shared gateway, model routing and spend controls.

    Free plan Web · API · Self-hosted
    7.5 Visit Specs
  17. 17 LlamaIndex

    LlamaIndex suits developers and enterprises building document-processing, retrieval and knowledge-work workflows.

    From $50/mo Web · Linux · API · Self-hosted
    7.5 Visit Specs
  18. 18 OpenRouter
    Free plan Web · API
    7.5 Visit Specs
  19. 19 Fireworks AI
    Web · API · Self-hosted
    7.4 Visit Specs
  20. 20 Hugging Face Inference Endpoints
    From $0.06/mo Web · API
    7.4 Visit Specs
  21. 21 Replicate
    Free plan Web · API
    7.3 Visit Specs
  22. 22 Ragas
    Linux · API · Self-hosted
    7.1 Visit Specs
  23. 23 AutoGen
    Windows · macOS · Linux
    6.2 Visit Specs
  24. 24 Google Gemini API
    Web
    5.7 Visit Specs
  25. 25 GroqCloud
    Web
    5.7 Visit Specs
How this list is ordered. Specifiction scores each tool on how fully its maker documents it, whether its prices are published, where the research puts it, the platforms it runs on and whether it can be tried for free (how we rank). Makers can also buy a numbered place (how Specifiction is paid for).

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