Airtrain vs. Deeplake Comparison


Airtrain	Deeplake Activeloop	+	+
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About Query and compare a large selection of open-source and proprietary models at once. Replace costly APIs with cheap custom AI models. Customize foundational models on your private data to adapt them to your particular use case. Small fine-tuned models can perform on par with GPT-4 and are up to 90% cheaper. Airtrain’s LLM-assisted scoring simplifies model grading using your task descriptions. Serve your custom models from the Airtrain API in the cloud or within your secure infrastructure. Evaluate and compare open-source and proprietary models across your entire dataset with custom properties. Airtrain’s powerful AI evaluators let you score models along arbitrary properties for a fully customized evaluation. Find out what model generates outputs compliant with the JSON schema required by your agents and applications. Your dataset gets scored across models with standalone metrics such as length, compression, coverage.	About Deeplake is a GPU-native database for AI agents that helps teams store, retrieve, and process data where their models already run. Built by Activeloop, it is designed as a memory and data layer for production-grade AI agents, agentic loops, physical AI, and generative media workflows. The platform combines a familiar Postgres-style interface, analytical query performance, multimodal data lake capabilities, and GPU acceleration into one AI-focused data system. Deeplake supports use cases involving text, images, video, sensors, 3D scans, model weights, embeddings, and other complex data types. It helps agents retrieve context faster, reduce data movement, and run large volumes of queries more efficiently than traditional CPU-based database architectures. With SOC 2 Type II certification, VPC deployment, open-source traction, and support for modern AI stacks, Deeplake gives AI teams a scalable foundation for agent memory, retrieval, and multimodal data management.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Anyone requiring a solution to fine-tune and evaluate large language models	Audience Deeplake is best suited for AI engineers, machine learning teams, agent developers, robotics teams, RAG builders, data infrastructure teams, generative media companies, and enterprises that need GPU-native retrieval, multimodal data management, vector search, serverless Postgres, and scalable memory for production AI agents
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing $0 Usage-based Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported
Company Information Airtrain United States www.airtrain.ai/	Company Information Activeloop Founded: 2018 United States deeplake.ai/
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Entry Point AI	TopK
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Categories AI Development Supported AI Fine-Tuning Supported	Categories AI Fine-Tuning Supported Vector Databases Supported

Integrations OpenAI Supported Amazon SageMaker Not Supported Amazon Web Services (AWS) Not Supported ChatGPT Not Supported Gemini 1.5 Pro Supported Gemini 2.0 Supported Gemini 2.0 Flash Supported Gemini Enterprise Supported Gemini Pro Supported Google Cloud Platform Not Supported JSON Supported Llama 2 Supported Ministral 8B Supported Mistral 7B Supported Mistral Small Supported Mixtral 8x22B Supported Mixtral 8x7B Supported Pixtral Large Supported PyTorch Not Supported Slack Supported Show More Integrations View All 30 Integrations	Integrations OpenAI Supported Amazon SageMaker Supported Amazon Web Services (AWS) Supported ChatGPT Supported Gemini 1.5 Pro Not Supported Gemini 2.0 Not Supported Gemini 2.0 Flash Not Supported Gemini Enterprise Not Supported Gemini Pro Not Supported Google Cloud Platform Supported JSON Not Supported Llama 2 Not Supported Ministral 8B Not Supported Mistral 7B Not Supported Mistral Small Not Supported Mixtral 8x22B Not Supported Mixtral 8x7B Not Supported Pixtral Large Not Supported PyTorch Supported Slack Not Supported Show More Integrations View All 10 Integrations
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