🏆 AI Tools Leaderboard

Community-ranked AI & ML tools — scored by engagement, community feedback, and verification status.

Tools that have been visited the most

  1. 🥇
    SuperML Java logo
    SuperML Java Verified Fine Tuning

    A comprehensive, modular Java Machine Learning Framework inspired by scikit-learn, developed by the SuperML community.

    0 0 32 5 1 32 views
  2. 🥈
    Langfuse logo
    Langfuse Featured Observability Evaluation

    Open-source LLM observability, tracing, and evaluation platform

    0 0 30 28,557 2,957 30 views
  3. 🥉
    LangChain logo
    LangChain Featured RAG AI Agents

    The most widely adopted framework for building LLM-powered applications

    1 0 29 138,609 22,964 29 views
  4. #4
    Pydantic AI logo
    Pydantic AI Verified AI Agents

    Production-grade AI agent framework built by the Pydantic team

    1 0 28 17,544 2,179 28 views
  5. #5
    Ollama logo
    Ollama Featured LLM Hosting AI Infrastructure

    Run large language models locally with one command

    0 0 25 173,271 16,458 25 views
  6. #6
    vLLM logo
    vLLM Featured LLM Hosting AI Infrastructure

    High-throughput LLM inference engine with PagedAttention

    0 0 25 82,018 17,697 25 views
  7. #7
    Superml DataTruth logo
    Superml DataTruth Verified RAG Semantic Layer

    DataTruth is an enterprise-grade analytics platform

    1 0 25 2 25 views
  8. #8
    Smart-SDLC logo
    Smart-SDLC Verified AI Coding Assistants Enterprise AI Platforms

    Smart SDLC — AI-Driven Development Framework

    3 1 24 6 1 24 views
  9. #9
    Qdrant logo
    Qdrant Featured Vector Databases

    High-performance vector database with rich filtering for production AI

    0 0 24 31,835 2,320 24 views
  10. #10
    Chroma logo
    Chroma Featured Vector Databases

    The open-source AI-native embedding database

    1 0 23 28,232 2,291 23 views
  11. #11
    LangGraph logo
    LangGraph Featured AI Agents Multi Agent Frameworks

    Build stateful, multi-actor AI agent applications with graph-based workflows

    2 0 23 33,985 5,713 23 views
  12. #12
    Apache Airflow logo
    Apache Airflow Verified Workflow Orchestration MLOps

    The industry standard for programmatic workflow orchestration

    1 0 23 45,703 17,179 23 views
  13. #13
    NL-2-SQL-Agent logo
    NL-2-SQL-Agent Verified AI Agents Multi Agent Frameworks

    a natural language agent that connects to a SQL database, learns schema + domain context, and answers questions using a ReAct SQL loop.

    0 0 23 1 23 views
  14. #14
    Faker logo
    Faker Verified Synthetic Data

    Generate massive amounts of realistic fake data for testing and AI

    0 0 20 11,618 3,165 20 views
  15. #15
    Hugging Face Transformers logo
    Hugging Face Transformers Featured AI Infrastructure Fine Tuning

    The standard library for working with pretrained ML models

    1 0 19 161,328 33,426 19 views
  16. #16
    Guardrails AI logo
    Guardrails AI Verified Guardrails

    Add validation, correction, and guardrails to LLM outputs

    0 0 19 6,969 619 19 views
  17. #17
    Milvus logo
    Milvus Verified Vector Databases

    Cloud-native open-source vector database built for scale

    0 0 18 44,647 4,039 18 views
  18. #18
    MLflow logo
    MLflow Featured MLOps Observability

    Open-source MLOps platform for the full ML lifecycle

    0 0 18 26,320 5,813 18 views
  19. #19
    RAGAS logo
    RAGAS Featured Evaluation RAG

    Automated evaluation framework for RAG pipelines

    0 0 17 14,250 1,464 17 views
  20. #20
    Microsoft GraphRAG logo
    Microsoft GraphRAG Featured Knowledge Graphs RAG

    Graph-based RAG that extracts knowledge graphs for better retrieval

    2 0 17 33,476 3,542 17 views
  21. #21
    Semantic Kernel logo
    Semantic Kernel Verified AI Agents Workflow Orchestration

    Microsoft's SDK for integrating LLMs into apps with plugins and planners

    0 0 16 28,058 4,632 16 views
  22. #22
    AutoGen logo
    AutoGen Featured AI Agents Multi Agent Frameworks

    Microsoft's framework for multi-agent AI conversation and automation

    1 0 16 58,719 8,861 16 views
  23. #23
    Haystack logo
    Haystack Verified RAG Workflow Orchestration

    Production-ready LLM framework for building RAG and search pipelines

    0 0 16 25,468 2,830 16 views
  24. #24
    LiteLLM logo
    LiteLLM Featured LLM Hosting AI Infrastructure

    Unified API for 100+ LLMs — OpenAI-compatible proxy

    0 0 16 49,420 8,630 16 views
  25. #25
    DSPy logo
    DSPy Featured Prompt Engineering AI Agents

    Programming framework for algorithmically optimizing LM prompts

    0 0 16 34,867 2,958 16 views

📊 SuperML Score — 5-dimension framework

A composite 0–100 score updated daily. Missing signals are excluded and the remaining weights are renormalised — so products without GitHub or a PyPI package are not penalised.

🌟 Fame 30%

Awareness & social proof. GitHub stars, forks, npm/PyPI/Docker downloads.

⚡ Activity 25%

Project velocity. Commits, releases, contributors, and issue resolution rate (90-day window).

📦 Adoption 20%

Actual usage. npm, PyPI, and Docker Hub download counts.

🗣️ Community 15%

Ecosystem discussion. Hacker News & Stack Overflow mentions (90d) + SuperML engagement.

🔗 Ecosystem 10%

Integration breadth, LLM provider support, open-source license, and deployment options.

All signals use log₁₀ normalisation so emerging tools and established frameworks rank meaningfully together. Verification bonus applied on top: Featured +50 · Arch reviewed +30 · Verified +15. Until the daily cron populates superml_score, ranking uses the legacy engagement formula.