Open source + paid plans: 201 tools

Grouping rule — Tools that publish their code but also offer paid plans such as cloud, hosting, enterprise or pay-as-you-go API. Checked 2026-10-15 (based on the pricing policy data); the date on each row is when the tool was added to the map.

18 fields · the 175 tools with a detailed guide page come first in each field.

Coding Agent Orchestration 37MLOps & Training 37Observability & Evals 20RAG & Memory 19AI Security & Safety 15Data Engineering 14Vector & Search 10LLM Gateways & APIs 10Multimodal & Perception 7Agent Frameworks 7Foundation Models 5Frontier Labs 5Agent Runtime & Sandboxes 4Coding Agents 4Personal Assistants 3Browser & Computer Use 2Inference & Compute 1AI App Builders 1

Coding Agent Orchestration (37)

Whole field

MLOps & Training (37)

Whole field
  • AlinkGuide· MLOps & Training

    Algorithm platform based on Flink by Alibaba

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • Angel-MLGuide· MLOps & Training

    High-performance distributed machine learning platform

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • Apache AirflowGuide· MLOps & Training

    Workflow automation and scheduling platform

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • AxolotlGuide· MLOps & Training

    Fine-tuning framework for LLMs supporting LoRA, QLoRA, DeepSpeed, and multi-GPU

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • CMLGuide· MLOps & Training

    Continuous machine learning CI/CD tool

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • Comet MLGuide· MLOps & Training

    ML experiment management platform

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • DiffusersGuide· MLOps & Training

    State-of-the-art diffusion models library

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • FeastGuide· MLOps & Training

    Open source feature store for ML

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • FLAMLGuide· MLOps & Training

    Fast and Lightweight AutoML by Microsoft

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • GitLab CIGuide· MLOps & Training

    Integrated CI/CD for ML pipelines in GitLab

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • H2O AutoMLGuide· MLOps & Training

    Automatic machine learning from H2O.ai

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • HopsworksGuide· MLOps & Training

    Feature store and MLOps platform

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • Hugging Face HubGuide· MLOps & Training

    Community model repository and registry

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • Hugging Face TransformersGuide· MLOps & Training

    State-of-the-art ML for PyTorch, TF, and JAX

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • JAXGuide· MLOps & Training

    Google's composable function transformations for ML

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • KerasGuide· MLOps & Training

    High-level neural networks API

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • KubeflowGuide· MLOps & Training

    Kubernetes-native ML pipeline orchestration

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • LightGBMGuide· MLOps & Training

    Fast gradient boosting framework by Microsoft

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • MLflowGuide· MLOps & Training

    Open source platform for ML lifecycle

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • MLflow Model RegistryGuide· MLOps & Training

    Centralized model store for lifecycle management

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • OpenAI GymGuide· MLOps & Training

    Standard API for RL environments

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • OpenAI Python SDKGuide· MLOps & Training

    Official Python library for OpenAI API

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • OpenRLHFGuide· MLOps & Training

    Scalable RLHF framework supporting 70B+ PPO full tuning, iterative DPO, and LoRA

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • PettingZooGuide· MLOps & Training

    Multi-agent RL environment API

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • PrefectGuide· MLOps & Training

    Modern workflow orchestration

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • PyTorchGuide· MLOps & Training

    Open source deep learning framework by Meta

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • scikit-learnGuide· MLOps & Training

    Machine learning in Python

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • Stable Baselines3Guide· MLOps & Training

    Reliable RL algorithm implementations

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • TRLGuide· MLOps & Training

    Library for training transformer LMs with RLHF, SFT, reward modeling, and PPO

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • XGBoostGuide· MLOps & Training

    Optimized gradient boosting library

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • ZenMLGuide· MLOps & Training

    MLOps framework for reproducible pipelines

    Pricing Open source + freemium mix — ZenML(실행 횟수 기반 Scale 월 $999·Enterprise)과 에이전트 재실행 제품 Kitaru(정액 월 $39·Enterprise) 두 작업공간을 하나의 구독으로 묶음

    Official site ↗Added to the map 2026-03-18

  • Auto-sklearn· MLOps & Training

    Automated machine learning toolkit

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • AutoGluon· MLOps & Training

    AutoML toolkit by Amazon for text, image, and tabular data

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • DVC· MLOps & Training

    Data version control for ML projects

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • GitHub Actions· MLOps & Training

    Automate ML workflows with GitHub's CI/CD platform

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • Neptune· MLOps & Training

    Experiment tracking for ML teams

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • Ray RLlib· MLOps & Training

    Scalable reinforcement learning library

    Pricing Open source + paid cloud-managed plans — Open-source version can be self-hosted for free, managed cloud services are paid based on usage/seats

    Official site ↗Added to the map 2026-03-18

Observability & Evals (20)

Whole field
  • AgentOpsGuide· Observability & Evals

    Observability and debugging platform purpose-built for AI agents

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-08-07

  • Arize AIGuide· Observability & Evals

    ML observability and monitoring platform

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • BraintrustGuide· Observability & Evals

    LLM evaluation and prompt management platform

    Pricing Open source + freemium mix — 플랫폼은 Starter $0 / Pro $249/월 / Enterprise 맞춤의 상용 SaaS(온프레미스는 Enterprise), 오픈소스는 GitHub의 '라이브러리·도구'로만 언급

    Official site ↗Added to the map 2026-03-18

  • CaptumGuide· Observability & Evals

    Model interpretability library for PyTorch

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • DeepEvalGuide· Observability & Evals

    Open-source LLM evaluation framework

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • ELI5Guide· Observability & Evals

    Debug and explain ML classifiers and regressors

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • EvidentlyGuide· Observability & Evals

    ML model monitoring and data quality checks

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • GuidanceGuide· Observability & Evals

    Constrained generation and prompt control by Microsoft

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • HeliconeGuide· Observability & Evals

    Open-source LLM observability and proxy

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • InterpretMLGuide· Observability & Evals

    Microsoft's toolkit for model interpretability

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • LangfuseGuide· Observability & Evals

    Open-source LLM engineering platform for tracing and evals

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • LangSmithGuide· Observability & Evals

    Platform for debugging and evaluating LLM apps

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • LIMEGuide· Observability & Evals

    Local interpretable model-agnostic explanations

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • OpikGuide· Observability & Evals

    Open-source LLM evaluation and tracing by Comet

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • Phoenix (Arize)Guide· Observability & Evals

    Open-source AI observability and evaluation platform

    Pricing Open source + freemium mix — Phoenix는 오픈소스, 유료 관리형은 별도 제품 Arize AX(Free $0 / Pro $50/월 / Enterprise 맞춤)

    Official site ↗Added to the map 2026-03-18

  • PromptfooGuide· Observability & Evals

    Test, evaluate, and red-team LLM prompts

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • RagasGuide· Observability & Evals

    Evaluation framework for RAG pipelines

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • SHAPGuide· Observability & Evals

    Game theoretic approach to explain ML model outputs

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • TraceloopGuide· Observability & Evals

    OpenTelemetry-based LLM observability

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

  • PromptFlow· Observability & Evals

    Suite of development tools for LLM apps

    Pricing Open source + paid cloud-managed plans — Open-source edition is free, SaaS managed edition is a paid subscription based on usage/seats

    Official site ↗Added to the map 2026-03-18

RAG & Memory (19)

Whole field
  • BGE RerankerGuide· RAG & Memory

    BAAI's high-performance multilingual reranker

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • CogneeGuide· RAG & Memory

    Semantic memory layer building knowledge graphs for AI agents

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-08-07

  • Cohere Rerank 3Guide· RAG & Memory

    State-of-the-art reranking model for RAG relevance

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • ColBERTGuide· RAG & Memory

    Late interaction retrieval model with token-level embeddings

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • DoclingGuide· RAG & Memory

    IBM's fast document conversion and parsing toolkit

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • DSPyGuide· RAG & Memory

    Framework for algorithmically optimizing LM prompts and pipelines

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • FlashRankGuide· RAG & Memory

    Ultra-lite cross-encoder reranking for RAG

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • HaystackGuide· RAG & Memory

    End-to-end NLP framework for LLM apps

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • Jina RerankerGuide· RAG & Memory

    Multilingual reranker for improving RAG precision

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • LangChainGuide· RAG & Memory

    Framework for developing LLM-powered applications

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • Letta (MemGPT)Guide· RAG & Memory

    OS-inspired memory management for LLMs enabling unbounded virtual context

    Pricing Open source + freemium mix — 개인 Free($0, 에이전트 3개)·Pro($20/월, Letta Auto 모델 사용 할당량 포함), 개발자 API Plan($20/월+활성 에이전트당 $0.10), Teams Pro($20/좌석/월), Enterprise 맞춤

    Official site ↗Added to the map 2026-08-07

  • LlamaIndexGuide· RAG & Memory

    Data framework for LLM applications

    Pricing Open source + freemium mix — 유료 요금제는 오픈소스 프레임워크의 매니지드 호스팅이 아니라 문서 파싱·추출 플랫폼 LlamaParse용이며, 월 구독(Free $0·Starter $50·Pro $500·Enterprise 맞춤)에 크레딧 포함 + 종량제(1,000 크레딧 = $1.25) 구조

    Official site ↗Added to the map 2026-03-18

  • MarkerGuide· RAG & Memory

    Convert PDFs to markdown quickly and accurately

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • Mem0Guide· RAG & Memory

    Universal persistent memory layer for AI agents and assistants

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-08-07

  • ReductoGuide· RAG & Memory

    High-accuracy document extraction for complex PDFs

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • Semantic KernelGuide· RAG & Memory

    Microsoft's SDK for AI orchestration

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • supermemoryGuide· RAG & Memory

    Memory and context API that gives AI agents long-term recall

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-08-07

  • UnstructuredGuide· RAG & Memory

    Document processing for RAG pipelines

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-03-18

  • ZepGuide· RAG & Memory

    Temporal knowledge graph memory for agents (Graphiti)

    Pricing Open source + paid cloud-managed plans — Open-source libraries are free, managed vector DB/memory services are paid based on usage

    Official site ↗Added to the map 2026-08-07

AI Security & Safety (15)

Whole field
  • ARTGuide· AI Security & Safety

    Adversarial Robustness Toolbox by IBM

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • EU AI ActGuide· AI Security & Safety

    EU's comprehensive regulatory framework for AI

    Pricing Open source + paid enterprise plans — EU 규제(법률)와 이를 해설하는 비영리 정보 사이트, 판매하는 소프트웨어·요금제 없음

    Official site ↗Added to the map 2026-03-18

  • FoolboxGuide· AI Security & Safety

    Fast adversarial attacks for deep neural networks

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • GarakGuide· AI Security & Safety

    LLM vulnerability scanner and red-teaming framework

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • LlamaGuardGuide· AI Security & Safety

    Meta's LLM-based input/output safeguard

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • NeMo GuardrailsGuide· AI Security & Safety

    NVIDIA's toolkit for adding safety guardrails to LLMs

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • NIST AI RMFGuide· AI Security & Safety

    NIST AI Risk Management Framework

    Pricing Open source + paid enterprise plans — 미국 정부기관(NIST)의 자발적 위험관리 프레임워크와 공개 자료 센터, 요금제 없음

    Official site ↗Added to the map 2026-03-18

  • ShieldstralGuide· AI Security & Safety

    Mistral's open-weights multimodal safety classifier for text and images

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-08-07

  • TensorFlow PrivacyGuide· AI Security & Safety

    Training ML models with differential privacy

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • TextAttackGuide· AI Security & Safety

    NLP adversarial attacks, augmentation, and training

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • CleverHans· AI Security & Safety

    Library for benchmarking adversarial ML attacks

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • Guardrails AI· AI Security & Safety

    Framework for adding guardrails to LLM outputs

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • Patronus AI· AI Security & Safety

    Enterprise LLM evaluation and safety platform

    Pricing Open source + paid enterprise plans — 프런티어 AI 연구소 대상 학습 데이터·시뮬레이션 환경 공급(가격은 상담), 오픈소스 언급 없음

    Official site ↗Added to the map 2026-03-18

  • Prompt Shield· AI Security & Safety

    Microsoft Azure's prompt injection detection service

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

  • PyRIT· AI Security & Safety

    Python Risk Identification Toolkit for GenAI by Microsoft

    Pricing Open source + paid enterprise plans — Some open-source tools are free; enterprise security platforms are billed under separate contracts

    Official site ↗Added to the map 2026-03-18

Data Engineering (14)

Whole field
  • AirbyteGuide· Data Engineering

    Open-source data integration platform

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • AlationGuide· Data Engineering

    Enterprise data intelligence platform

    Pricing Open source + paid cloud-managed plans — 공식 페이지는 기업용 상용 플랫폼(AIOS)과 상담 요청('Start a Conversation')만 안내하고 오픈소스나 공개 요금제가 없음

    Official site ↗Added to the map 2026-03-18

  • DataHubGuide· Data Engineering

    Metadata platform for data ecosystem

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • dbtGuide· Data Engineering

    Data transformation tool for analytics engineers

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • dltHubGuide· Data Engineering

    Open-source data load tool for Python-first pipelines

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • MeltanoGuide· Data Engineering

    Open-source ELT platform for Singer taps and targets

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • Mostly AIGuide· Data Engineering

    Enterprise synthetic data generation platform

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • OpenMetadataGuide· Data Engineering

    Open standard for metadata and data discovery

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • RedpandaGuide· Data Engineering

    Kafka-compatible streaming platform without ZooKeeper

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • SDVGuide· Data Engineering

    Synthetic Data Vault for tabular and relational data

    Pricing Open source + freemium mix — 무료 SDV Community(BSL, 상업 이용 제한) + SDV Enterprise Base 사용자당 월 $500 + 사용량 요금 + 번들당 월 $250

    Official site ↗Added to the map 2026-03-18

  • YDataGuide· Data Engineering

    Synthetic data generation for ML and testing

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • Amundsen· Data Engineering

    Data discovery and metadata engine by Lyft

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • Fivetran· Data Engineering

    Automated data movement platform

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

  • Gretel AI· Data Engineering

    Synthetic data platform for privacy-preserving ML

    Pricing Open source + paid cloud-managed plans — Open-source self-hosting is free, managed cloud services are priced by usage

    Official site ↗Added to the map 2026-03-18

LLM Gateways & APIs (10)

Whole field
  • Cerebras InferenceGuide· LLM Gateways & APIs

    Ultra-fast LLM inference API powered by Cerebras hardware

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-03-18

  • Google Gemini APIGuide· LLM Gateways & APIs

    Direct API access to Gemini models via AI Studio

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-08-07

  • GroqCloudGuide· LLM Gateways & APIs

    Ultra-low-latency LPU inference API for open models

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-08-07

  • LiteLLMGuide· LLM Gateways & APIs

    Unified API gateway for 100+ LLM providers

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-03-18

  • Mistral APIGuide· LLM Gateways & APIs

    La Plateforme — API access to Mistral models

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-08-07

  • PortKeyGuide· LLM Gateways & APIs

    AI gateway with observability and fallback routing

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-03-18

  • ReplicateGuide· LLM Gateways & APIs

    Run open-source ML models via API

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-03-18

  • Together AIGuide· LLM Gateways & APIs

    Cloud platform for running open-source models

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-03-18

  • Martian· LLM Gateways & APIs

    Intelligent LLM router for cost and performance optimization

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-03-18

  • OpenAI API· LLM Gateways & APIs

    APIs for GPT models, DALL-E, and Whisper

    Pricing Open source + mix of pay-as-you-go/subscription — The gateway itself is often free open source, managed services are priced by API call volume

    Official site ↗Added to the map 2026-03-18

Multimodal & Perception (7)

Whole field
  • AssemblyAIGuide· Multimodal & Perception

    Speech AI models for transcription and understanding

    Pricing Open source (free) or API pay-as-you-go — Many are released free as open-source models, with usage-based pricing when offered as a cloud API

    Official site ↗Added to the map 2026-03-18

  • Azure SpeechGuide· Multimodal & Perception

    Microsoft Azure's speech-to-text and translation service

    Pricing Open source (free) or API pay-as-you-go — Many are released free as open-source models, with usage-based pricing when offered as a cloud API

    Official site ↗Added to the map 2026-03-18

  • Gemini Pro VisionGuide· Multimodal & Perception

    Google's multimodal model with vision capabilities

    Pricing Open source (free) or API pay-as-you-go — Many are released free as open-source models, with usage-based pricing when offered as a cloud API

    Official site ↗Added to the map 2026-03-18

  • Google Vision AIGuide· Multimodal & Perception

    Google Cloud's image recognition and OCR API

    Pricing Open source (free) or API pay-as-you-go — Many are released free as open-source models, with usage-based pricing when offered as a cloud API

    Official site ↗Added to the map 2026-03-18

  • ParakeetGuide· Multimodal & Perception

    NVIDIA's NeMo ASR model with state-of-the-art accuracy

    Pricing Open source (free) or API pay-as-you-go — Many are released free as open-source models, with usage-based pricing when offered as a cloud API

    Official site ↗Added to the map 2026-03-18

  • WhisperGuide· Multimodal & Perception

    OpenAI's open-source speech recognition model

    Pricing Open source (free) or API pay-as-you-go — Many are released free as open-source models, with usage-based pricing when offered as a cloud API

    Official site ↗Added to the map 2026-03-18

  • YOLOGuide· Multimodal & Perception

    Real-time object detection by Ultralytics

    Pricing Open source + freemium mix — AGPL 3.0 오픈소스 프레임워크 + Ultralytics Platform 구독(Free $0, Pro 사용자당 $29/월, Enterprise 맞춤) + 상업용 Enterprise 라이선스 별도, GPU 학습 시간당 과금

    Official site ↗Added to the map 2026-03-18

Agent Frameworks (7)

Whole field
  • AgnoGuide· Agent Frameworks

    Full-stack framework for building multi-agent systems with memory

    Pricing Open source + freemium mix — SDK·AgentOS 런타임은 오픈소스 무료, 컨트롤 플레인은 Free $0 / Pro $150/월(좌석·연결 추가 과금) / Enterprise 맞춤

    Official site ↗Added to the map 2026-08-07

  • AutoGPTGuide· Agent Frameworks

    Autonomous AI agent platform

    Pricing Open source + freemium mix — 오픈소스 셀프 호스트 외에 클라우드 구독 Pro $50/월(7일 체험), Max $320/월, Team 출시 예정

    Official site ↗Added to the map 2026-03-18

  • DifyGuide· Agent Frameworks

    Open-source LLM app platform with visual workflow editor, RAG, and agent builder

    Pricing Open source + freemium mix — 오픈소스 Community Edition(무료 자체 호스팅) 외에 관리형 Dify Cloud 유료 요금제(Sandbox 무료, Professional 워크스페이스당 연 $590, Team 연 $1,590)와 Dify Enterprise(영업 문의)가 있음

    Official site ↗Added to the map 2026-03-18

  • GPT EngineerGuide· Agent Frameworks

    Describe what to build; AI asks clarifying questions and generates the codebase

    Pricing Open source + freemium mix — 등록 주소 gptengineer.app은 Lovable(유료 크레딧 구독 앱 빌더: Free $0, Pro $25/월, Business $50/월, Enterprise)로 연결됨

    Official site ↗Added to the map 2026-03-18

  • MastraGuide· Agent Frameworks

    TypeScript AI framework with workflows, agents, RAG, integrations, and evals

    Pricing Open source + freemium mix — 오픈소스 프레임워크(Apache 2.0) 무료 + 호스팅 Mastra Platform: Starter $0, Teams $250/월, Enterprise 맞춤, 관찰 이벤트·CPU 시간·토큰(시장가+5.5%) 등 사용량 과금

    Official site ↗Added to the map 2026-03-18

  • MetaGPTGuide· Agent Frameworks

    Assigns roles to LLMs to form a collaborative multi-agent software entity

    Pricing Open source + freemium mix — 등록 주소 mgx.dev가 Atoms(노코드 앱 구축 플랫폼)로 연결되며 Free $0, Pro 월 $20부터, Max 월 $100부터의 크레딧 구독제

    Official site ↗Added to the map 2026-03-18

  • PydanticAIGuide· Agent Frameworks

    Production-grade, type-safe Python agent framework by Pydantic

    Pricing Open source + freemium mix — 요금 페이지는 Pydantic AI 자체가 아니라 관측 플랫폼 Pydantic Logfire 요금(Personal 무료, Team $49/월, Growth $249/월, Enterprise 맞춤)과 AI Gateway 수수료

    Official site ↗Added to the map 2026-08-07

Foundation Models (5)

Whole field
  • Stable DiffusionGuide· Foundation Models

    Open-weights image generation model

    Pricing Open source (free) + paid hosting — Model weights released free, hosted services such as DreamStudio are paid on a credit basis

    Official site ↗Added to the map 2026-03-18

  • DeepSeek-V2Guide· Foundation Models

    Mixture-of-experts LLM with strong coding and reasoning

    Pricing Open source (free) + API pay-as-you-go — DeepSeek-V2 가중치는 공개(코드 MIT, 모델 Model Agreement)지만, 공식 사이트는 최신 모델(V4.1-Flash, V4-Pro)을 100만 토큰당 종량제 API로 판매(피크·오프피크 차등)

    Official site ↗Added to the map 2026-03-18

  • FluxGuide· Foundation Models

    Black Forest Labs' state-of-the-art image generation model

    Pricing Open source (free) + API pay-as-you-go — API는 이미지당 종량제, 오픈 웨이트는 Builder·Platform·Professional·Enterprise·Synthetic Data 상업 라이선스 요금제(월 이미지 수·도메인·사용자 수 한도)로 판매

    Official site ↗Added to the map 2026-03-18

  • MistralGuide· Foundation Models

    Efficient open-weights language models

    Pricing Open source + freemium mix — Vibe 구독 요금제 Free / Pro(학생 $14.99/월) / Team($24.99/사용자/월) / Enterprise(문의) + 한도 초과분 API 종량제 크레딧

    Official site ↗Added to the map 2026-03-18

  • QwenGuide· Foundation Models

    Alibaba's high-performance open-weights language model

    Pricing Open source (free) + Alibaba Cloud API pay-as-you-go — Weights released free as open source, Alibaba Cloud API is pay-as-you-go

    Official site ↗Added to the map 2026-03-18

Frontier Labs (5)

Whole field
  • DeepSeekGuide· Frontier Labs

    Chinese lab behind high-performance reasoning and open-weight language models

    Pricing Open source (free) + API pay-as-you-go — Model weights released free as open source; the official API is pay-as-you-go at a low price

    Official site ↗Added to the map 2026-03-18

  • Mistral AIGuide· Frontier Labs

    European AI lab known for efficient open and closed language models

    Pricing Open source + freemium mix — 구독 상품 이름이 Vibe로 바뀌었고 Free/Pro/Team/Enterprise 구성(Team은 사용자당 $24.99/월), 유료 플랜에 월 API 크레딧 포함

    Official site ↗Added to the map 2026-03-18

  • Hugging FaceGuide· Frontier Labs

    Community AI platform and open model hub for models, datasets, and machine learning tooling

    Pricing Open source (free) + paid hosting/enterprise — Model/dataset hub is free, Spaces and Inference Endpoints are paid based on usage, Enterprise Hub is a separate subscription

    Official site ↗Added to the map 2026-03-18

  • Black Forest LabsGuide· Frontier Labs

    Frontier AI lab building image generation models and visual AI infrastructure

    Pricing Open source (free) + API pay-as-you-go — API는 이미지·영상 생성량 기준 종량제(예: $0.048/이미지), 오픈 웨이트는 Builder·Platform·Professional·Enterprise 유료 라이선스

    Official site ↗Added to the map 2026-03-20

  • moondreamGuide· Frontier Labs

    Open vision-language models small enough to run anywhere in production

    Pricing Open source + freemium mix — Cloud·Lens는 토큰당 유료, Free/Team($350/월)/Enterprise 요금제가 있는 상용 서비스

    Official site ↗Added to the map 2026-08-07

Agent Runtime & Sandboxes (4)

  • DaytonaGuide· Agent Runtime & Sandboxes

    Secure and elastic infrastructure for running AI-generated code

    Pricing Open source (free) + API pay-as-you-go — 2026년 6월부터 핵심 개발이 비공개 코드베이스로 이전, 공개 저장소는 더 이상 업데이트 없음. 클라우드는 $200 무료 크레딧 + 초 단위 종량제

    Official site ↗Added to the map 2026-08-07

  • E2BGuide· Agent Runtime & Sandboxes

    Isolated cloud sandboxes for running AI-generated code

    Pricing Open source + freemium mix — Hobby(무료, 1회 $100 크레딧)·Pro($150/월 + 초 단위 사용료)·Enterprise(월 최소 $3,000) 요금제

    Official site ↗Added to the map 2026-08-07

  • InngestGuide· Agent Runtime & Sandboxes

    Event-driven durable execution engine for AI and background workflows

    Pricing Open source + freemium mix — Free($0)·Pro($99/월부터)·Business($499/월)·Enterprise(맞춤) 구독 요금제 + 샌드박스 초 단위 과금

    Official site ↗Added to the map 2026-08-07

  • TemporalGuide· Agent Runtime & Sandboxes

    Durable execution platform for long-running, fault-tolerant workflows

    Pricing Open source + usage-based paid cloud — Open-source self-hosting is free; managed sandboxes are pay-as-you-go based on run time/resources

    Official site ↗Added to the map 2026-08-07

Coding Agents (4)

Whole field
  • ClineGuide· Coding Agents

    Autonomous coding agent for VS Code with human-in-the-loop approval gates

    Pricing Open source + freemium mix — 개인은 무료(오픈소스) + AI 추론 종량제, 선택형 ClinePass $9.99/월, Enterprise 맞춤 가격

    Official site ↗Added to the map 2026-03-18

  • Kilo CodeGuide· Coding Agents

    AI coding agent for VS Code and JetBrains with multi-provider model support

    Pricing Open source + freemium mix — 개인 플랫폼은 무료, 추론은 공급사 원가 종량제(Kilo Gateway) 또는 크레딧 구독 Kilo Pass($19/$49/$199), 팀은 Teams $15/사용자/월

    Official site ↗Added to the map 2026-03-18

  • OpenAI CodexGuide· Coding Agents

    OpenAI's cloud coding agent powered by codex-1 — plans tasks and opens PRs

    Pricing Open source + freemium mix — Codex는 별도 요금제 없이 ChatGPT 요금제(Free ₩0·Go ₩13,000·Plus ₩29,000·Pro ₩159,000부터/월)에 포함, 등급별 사용 한도 차등

    Official site ↗Added to the map 2026-03-18

  • WarpGuide· Coding Agents

    AI-native terminal with inline AI, agentic workflows, and team collaboration

    Pricing Open source + freemium mix — Free·Build $20·Max $200·Business $50/사용자·Enterprise, 유료 요금제에 월 에이전트 사용량(달러)이 포함되고 초과분은 추가 구매

    Official site ↗Added to the map 2026-03-18

Personal Assistants (3)

Whole field
  • denchclawGuide· Personal Assistants

    Managed framework for CRM, sales automation, and outreach agents

    Pricing Open source + freemium mix — DenchClaw 자체는 MIT 오픈소스 로컬 설치형. 유료는 호스팅형 Dench Cloud로 Max 좌석당 월 $99(3일 무료)·Enterprise 월 $1,500부터

    Official site ↗Added to the map 2026-03-18

  • hermes-agentGuide· Personal Assistants

    The agent that grows with you

    Pricing Open source + freemium mix — 에이전트는 MIT 오픈소스 무료, 유료 등급(Plus $20·Super $100·Ultra $200/월)은 Nous Portal 모델·도구 크레딧 구독

    Official site ↗Added to the map 2026-03-18

  • lettabotGuide· Personal Assistants

    Personal AI assistant that remembers everything across sessions

    Pricing Open source + freemium mix — LettaBot은 개발 중단 상태이고 공식 주소가 Letta 문서(Channels)로 이동. 실행에 Letta API 키가 필요하며 요금은 Letta 플랫폼의 Free $0 / Pro $20 / API Plan $20+종량 / Teams Pro 좌석당 $20 / Enterprise 맞춤

    Official site ↗Added to the map 2026-03-18

Browser & Computer Use (2)

Whole field
  • Browser UseGuide· Browser & Computer Use

    Enable AI agents to control web browsers

    Pricing Open source (free) + API pay-as-you-go — 구독 없는 종량제(브라우저 시간당 $0.02, 에이전트는 모델 비용+20%), 무료 크레딧 $1 1회, 오픈소스 MIT

    Official site ↗Added to the map 2026-03-18

  • Crawl4AIGuide· Browser & Computer Use

    Open-source LLM-friendly web crawler and scraper

    Pricing Open source (free) + API pay-as-you-go — 본체는 Apache-2.0 오픈소스로 '영원히 무료', 별도로 호스팅 API를 크레딧 팩(종량제)으로 판매

    Official site ↗Added to the map 2026-08-07

Inference & Compute (1)

Whole field
  • ollamaGuide· Inference & Compute

    Run local LLMs (Llama, Qwen, Gemma, and more) with a single command

    Pricing Open source + freemium mix — Free $0(로컬 무제한+시작용 크레딧), Pro $20/월(월 $60 크레딧), Max $100/월(월 $300 크레딧), Team $500/월(팀 공유 $1,000 크레딧), Enterprise 맞춤 + 100만 토큰당 종량제.

    Official site ↗Added to the map 2026-03-18

AI App Builders (1)

Whole field
  • ComfyUIGuide· AI App Builders

    Node-based open-source workflow engine for visual generative AI

    Pricing Open source + freemium mix — 본체는 오픈소스로 로컬 무료, Comfy Cloud는 Standard $20·Creator $35·Pro $100·Team $700/월 크레딧 구독, Comfy API는 GPU 초 단위 종량제

    Official site ↗Added to the map 2026-08-07

Other pricing models

See all
AI you can start for free 611Free & open source 230Freemium (free + paid subscription) 180Pay-as-you-go API 52Paid subscription 26Contact sales (enterprise) 21

Source: AI Galaxy Map tool data (pricing policy and details from ai_enrichment.json; field and date added from ai_landscape.json) · Data compiled 2026-10-15 · prices can change, so check the official site before paying

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