OpenAI GPT-5.5
Frontier multimodal model unifying chat, reasoning, and coding.
LLMs & Foundation ModelsPaid
Production fitEcosystemCost profile View DetailsAnthropic Claude Opus 4.7
Flagship reasoning model optimized for complex agentic workflows.
LLMs & Foundation ModelsEnterprise
Production fitEcosystemCost profile View DetailsGoogle Gemini 3.5 Flash
Fast multimodal model beating Gemini 3.1 Pro on coding benchmarks.
LLMs & Foundation ModelsFreemium
Production fitEcosystemCost profile View DetailsMeta Llama 4 Scout
Open-weight model with 10M token context window — largest publicly reported.
LLMs & Foundation ModelsFree
Production fitEcosystemCost profile View DetailsDeepSeek V4 Pro
MIT-licensed open-weight frontier model, cheapest frontier-class option.
LLMs & Foundation ModelsFreemium
Production fitEcosystemCost profile View DetailsAlibaba Qwen 3.6-Plus
Agentic coding-focused model with 1M token context.
LLMs & Foundation ModelsFreemium
Production fitEcosystemCost profile View DetailsxAI Grok 4
Real-time information model with uncensored chat and coding capabilities.
LLMs & Foundation ModelsFreemium
Production fitEcosystemCost profile View DetailsGoogle Gemma 4
Apache-2.0 open-weights 31B dense model outperforming models ~20x its size.
LLMs & Foundation ModelsFree
Production fitEcosystemCost profile View DetailsMoonshot Kimi K2.6
Highest-ranked open-weights model on Intelligence Index.
LLMs & Foundation ModelsFreemium
Production fitEcosystemCost profile View DetailsMistral Mixtral 8x42B
European MoE model with strong reasoning and multilingual capabilities.
LLMs & Foundation ModelsFreemium
Production fitEcosystemCost profile View DetailsTensorFlow 3.0
End-to-end open-source platform for machine learning.
AI/ML FrameworksFree
Production fitEcosystemCost profile View DetailsPyTorch 3.0
Flexible deep learning framework with dynamic computation graphs.
AI/ML FrameworksFree
Production fitEcosystemCost profile View DetailsJAX
Composable transformations of Python+NumPy programs for ML research.
AI/ML FrameworksFree
Production fitEcosystemCost profile View DetailsHugging Face Transformers
State-of-the-art NLP library and model hub.
AI/ML FrameworksFree
Production fitEcosystemCost profile View DetailsScikit-learn
Simple and efficient tools for predictive data analysis.
AI/ML FrameworksFree
Production fitEcosystemCost profile View DetailsONNX
Open format for representing machine learning models.
AI/ML FrameworksFree
Production fitEcosystemCost profile View DetailsRay
Unified framework for scaling AI and Python applications.
AI/ML FrameworksFree
Production fitEcosystemCost profile View DetailsLightning AI
PyTorch wrapper for professional AI research and production.
AI/ML FrameworksFreemium
Production fitEcosystemCost profile View DetailsJupyter
Web-based interactive computing platform for data science and ML.
AI/ML FrameworksFree
Production fitEcosystemCost profile View DetailsApache MXNet
Flexible deep learning framework supporting multiple languages.
AI/ML FrameworksFree
Production fitEcosystemCost profile View DetailsAWS SageMaker
Fully managed service for building, training, and deploying ML models.
Cloud PlatformsEnterprise
Production fitEcosystemCost profile View DetailsAzure Machine Learning
Cloud-based environment for training, deploying, and managing ML models.
Cloud PlatformsEnterprise
Production fitEcosystemCost profile View DetailsGoogle Vertex AI
Unified AI platform for building, deploying, and scaling ML models.
Cloud PlatformsEnterprise
Production fitEcosystemCost profile View DetailsIBM Watson Studio
Enterprise platform for building and deploying AI at scale.
Cloud PlatformsEnterprise
Production fitEcosystemCost profile View DetailsOracle Cloud AI
Comprehensive AI services integrated with Oracle Cloud Infrastructure.
Cloud PlatformsEnterprise
Production fitEcosystemCost profile View DetailsMLflow
Open-source platform for the complete machine learning lifecycle.
MLOps & InfrastructureFree
Production fitEcosystemCost profile View DetailsKubeflow
Kubernetes-native platform for developing, orchestrating, and deploying ML workflows.
MLOps & InfrastructureFree
Production fitEcosystemCost profile View DetailsWeights & Biases
Experiment tracking, dataset versioning, and model management for ML teams.
MLOps & InfrastructureFreemium
Production fitEcosystemCost profile View DetailsDVC
Open-source version control system for ML projects and data management.
MLOps & InfrastructureFree
Production fitEcosystemCost profile View DetailsComet ML
Platform for tracking, comparing, and optimizing ML experiments and models.
MLOps & InfrastructureFreemium
Production fitEcosystemCost profile View DetailsClearML
Open-source MLOps platform for automating ML pipelines and experiment management.
MLOps & InfrastructureFree
Production fitEcosystemCost profile View DetailsSeldon Core
Open-source platform for deploying machine learning models on Kubernetes.
MLOps & InfrastructureFree
Production fitEcosystemCost profile View DetailsBentoML
Unified model serving framework supporting multiple ML frameworks.
MLOps & InfrastructureFreemium
Production fitEcosystemCost profile View DetailsFlyte
Cloud-native workflow automation platform for ML and data processing.
MLOps & InfrastructureFree
Production fitEcosystemCost profile View DetailsMLRun
Open-source MLOps framework for end-to-end machine learning pipelines.
MLOps & InfrastructureFree
Production fitEcosystemCost profile View DetailsApache Spark
Unified analytics engine for large-scale data processing and ML.
Data ToolsFree
Production fitEcosystemCost profile View DetailsApache Airflow
Platform to programmatically author, schedule, and monitor workflows.
Data ToolsFree
Production fitEcosystemCost profile View DetailsDask
Flexible library for parallel computing in Python, scales to clusters.
Data ToolsFree
Production fitEcosystemCost profile View DetailsPandas
Fast, powerful, flexible data analysis and manipulation library for Python.
Data ToolsFree
Production fitEcosystemCost profile View DetailsApache Kafka
Distributed event streaming platform for real-time data pipelines.
Data ToolsFree
Production fitEcosystemCost profile View DetailsPinecone
Fully managed vector database for building AI applications with semantic search.
Vector DatabasesFreemium
Production fitEcosystemCost profile View DetailsWeaviate
Open-source vector database with native filtering, classification, and modularization.
Vector DatabasesFree
Production fitEcosystemCost profile View DetailsQdrant
Vector similarity search engine with extended filtering support.
Vector DatabasesFreemium
Production fitEcosystemCost profile View DetailsMilvus
Open-source vector database for scalable similarity search and AI applications.
Vector DatabasesFree
Production fitEcosystemCost profile View DetailsChroma
AI-native open-source embedding database for building LLM applications.
Vector DatabasesFree
Production fitEcosystemCost profile View DetailsLangChain
Framework for developing applications powered by language models.
AI Agents & OrchestrationFreemium
Production fitEcosystemCost profile View DetailsLlamaIndex
Data framework for LLM applications providing data connectors and indices.
AI Agents & OrchestrationFreemium
Production fitEcosystemCost profile View DetailsAutoGen
Framework for building multi-agent conversational systems.
AI Agents & OrchestrationFree
Production fitEcosystemCost profile View DetailsCrewAI
Framework for orchestrating autonomous AI agents to work together.
AI Agents & OrchestrationFreemium
Production fitEcosystemCost profile View DetailsOpenAI Agents SDK
Managed agent offerings for building AI-powered applications.
AI Agents & OrchestrationEnterprise
Production fitEcosystemCost profile View Details