
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
MindsDB (MindsHub) records 575 monthly visits with -24.5% month-over-month growth and Freemium, Contact for Pricing pricing. ModelScope records 3,085,423 monthly visits with +5.1% growth and Free pricing.

Every model, one key, and AI spending your team can actually control
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | mindsdb.com | modelscope.cn |
| Pricing Model | Freemium, Contact for Pricing | Free |
| Monthly Visits | 575 (575) | 3.09M (3,085,423) |
| MoM Traffic Delta | -187 (-24.5%) | +149.05K (+5.1%) |
| Primary Market & Share | 🌐 Global (—) | 🇨🇳 China (82.3%) |
| Direct Visits / mo | 227 | 2.11M |
| User Rating | 4.3 | 4.5 |
| Supported Platforms | Website | Website |

Every model, one key, and AI spending your team can actually control
Call GPT, Claude, Gemini, DeepSeek, Qwen, Kimi, GLM, Grok and more through a single OpenAI- and Anthropic-compatible endpoint at api.mindshub.ai.
An open-source workspace where teams delegate research, analysis, reporting and coding tasks to agents powered by the model of their choice.
See daily spend broken down by model, team, member or API key, and cap it with monthly or daily budgets that alert or pause paid traffic.
Grant API-key creation or billing visibility through built-in or custom roles, and block or allow models per organisation, workspace or team.
Open-source model and dataset hub with one-click online demos
Browse and download thousands of pretrained models and datasets across NLP, vision, audio, and multimodal tasks.
Try models directly in the browser through hosted inference demos without local setup.
Run training and fine-tuning in cloud notebooks with complimentary GPU and CPU resources.
Integrate ModelScope models into your own pipelines using the official Python package and APIs.

Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents.
Free / Open-sourceThe global standard open-source AI hub offering vastly larger model and dataset repositories than ModelScope.
Free / Open-sourceThe global standard open-source AI hub offering vastly larger model and dataset repositories than ModelScope.
SpecialistConvenient API gateway for multi-model access, but does not provide ModelScope's open-source model repository or dataset hosting.
SpecialistConvenient API gateway for multi-model access, but does not provide ModelScope's open-source model repository or dataset hosting.
Free / Open-sourceStreamlined local CLI runtime for running LLMs, but lacks ModelScope's web-based model hosting and dataset discovery.
Free / Open-sourceStreamlined local CLI runtime for running LLMs, but lacks ModelScope's web-based model hosting and dataset discovery.
SpecialistSuperior community hub specifically for generative image and media models, but lacks ModelScope's broad NLP and code support.

Give your AI agents secure, authenticated access to 1,700+ apps
Give your AI agents secure, authenticated access to 1,700+ apps
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows

Robust cloud infrastructure for running open-source models via API, but lacks ModelScope's community-driven model discovery and demo workspace.
Robust cloud infrastructure for running open-source models via API, but lacks ModelScope's community-driven model discovery and demo workspace.
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running

Free / Open-sourceFeature-rich self-hosted chat interface for local models, but lacks ModelScope's comprehensive repository of raw model weights and datasets.
Free / Open-sourceFeature-rich self-hosted chat interface for local models, but lacks ModelScope's comprehensive repository of raw model weights and datasets.

High-trust frontier inference, encrypted end to end
High-trust frontier inference, encrypted end to end

Free / Open-sourceOne open-source AI gateway for 100+ LLM providers