Alibaba Cloud Model Studio vs. Scalattice Comparison


Alibaba Cloud Model Studio Alibaba	Scalattice Robottik	+	+
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About Model Studio is Alibaba Cloud’s one-stop generative AI platform that lets developers build intelligent, business-aware applications using industry-leading foundation models like Qwen-Max, Qwen-Plus, Qwen-Turbo, the Qwen-2/3 series, visual-language models (Qwen-VL/Omni), and the video-focused Wan series. Users can access these powerful GenAI models through familiar OpenAI-compatible APIs or purpose-built SDKs, no infrastructure setup required. It supports a full development workflow, experiment with models in the playground, perform real-time and batch inferences, fine-tune with tools like SFT or LoRA, then evaluate, compress, accelerate deployment, and monitor performance, all within an isolated Virtual Private Cloud (VPC) for enterprise-grade security. Customization is simplified via one-click Retrieval-Augmented Generation (RAG), enabling integration of business data into model outputs. Visual, template-driven interfaces facilitate prompt engineering and application design.	About Scalattice is a managed inference API and distributed GPU network for developers running open models and GPU owners providing compute. Developers submit chat-completion and image-generation requests through OpenAI-compatible endpoints, choose catalog models, and manage API keys, credits, usage, model access, and regional policies through Scalattice Cloud or its command-line interface. Requests run on provider machines, and the service tracks usage and distributes provider payouts. GPU providers install the Scalattice agent on compatible Windows, Linux, or Apple Silicon macOS computers, set availability, and monitor jobs and earnings. The service is intended for application developers, AI builders, and GPU operators seeking hosted inference capacity or a way to contribute compute. Model availability and prices depend on the catalog and available capacity.
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 Supported Mac Supported Linux Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience AI developers and enterprise teams needing a tool to build, fine-tune, and deploy secure generative AI applications using powerful multilingual and multimodal foundation models	Audience Application developers and AI builders who need managed inference for open models, plus GPU owners and operators who supply compute to the network.
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos No images available
Pricing No information available. Free Version Not Supported Free Trial Supported	Pricing Inference uses per-token pricing for text models and per-image pricing for image generation. Customers can add prepaid credits; GPU operators earn payouts for completed workloads. Rates and model availability vary by catalog entry and capacity. Free Version Not 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 Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Alibaba Founded: 1999 China www.alibabacloud.com/en/product/modelstudio	Company Information Robottik Founded: 2026 United Kingdom scalattice.com
Alternatives QwenCloud Alibaba	Alternatives LunaRoute
Nebius Token Factory Nebius	WhollyAPI
Qwen2 Alibaba	Oxlo.ai
Qwen-7B Alibaba	Cheaper Inference Keak
Qwen3.8-27B Alibaba View All	SiliconFlow View All
Categories AI Inference Supported Artificial Intelligence Supported Machine Learning Supported ML Model Deployment Supported	Categories AI Inference Supported

Integrations OpenAI Supported Alibaba Virtual Private Cloud Supported Happy Horse Supported Happy Shrimp 1.0 Supported HappyHorse 1.1 Supported Model Context Protocol (MCP) Not Supported Qwen Supported Qwen 4 Supported Qwen-Audio-3.0-TTS-Flash Supported Qwen-Audio-3.0-TTS-Plus Supported Qwen3.5 Supported Qwen3.5-Plus Supported Qwen3.6-27B Supported Qwen3.7-Max Supported Qwen3.7-Plus Supported Qwen3.8-2.4T-A95B Supported Qwen3.8-27B Supported Qwen3.8-Flash-Next Supported Qwen3.8-Omni-Flash Supported Step 5 Preview Supported Show More Integrations View All 24 Integrations	Integrations OpenAI Supported Alibaba Virtual Private Cloud Not Supported Happy Horse Not Supported Happy Shrimp 1.0 Not Supported HappyHorse 1.1 Not Supported Model Context Protocol (MCP) Supported Qwen Not Supported Qwen 4 Not Supported Qwen-Audio-3.0-TTS-Flash Not Supported Qwen-Audio-3.0-TTS-Plus Not Supported Qwen3.5 Not Supported Qwen3.5-Plus Not Supported Qwen3.6-27B Not Supported Qwen3.7-Max Not Supported Qwen3.7-Plus Not Supported Qwen3.8-2.4T-A95B Not Supported Qwen3.8-27B Not Supported Qwen3.8-Flash-Next Not Supported Qwen3.8-Omni-Flash Not Supported Step 5 Preview Not Supported Show More Integrations View All 2 Integrations
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