ModelScope records 3,085,423 monthly visits with +5.1% month-over-month growth and Free pricing. Tokenomy.ai records 5,320 monthly visits with +21.6% growth and Freemium pricing.
Open-source model and dataset hub with one-click online demos
Meter, budget and route every LLM call so AI spend is controlled before it happens
| Dimension / Metric | ||
|---|---|---|
| Official Domain | modelscope.cn | tokenomy.ai |
| Pricing Model | Free | Freemium |
| Monthly Visits | 3.09M (3,085,423) | 5.32K (5,320) |
| MoM Traffic Delta | +149.05K (+5.1%) | +944 (+21.6%) |
| Primary Market & Share | 🇨🇳 China (82.3%) | 🇺🇸 United States (63.6%) |
| Direct Visits / mo | 2.11M | 2.08K |
| User Rating | 4.5 | 4.4 |
| Supported Platforms | Website | Website |
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.
Meter, budget and route every LLM call so AI spend is controlled before it happens
Routes and records every LLM and agent call across OpenAI, Anthropic, Google, xAI, OpenRouter and Ollama, attributing cost down to individual steps, tools and workspaces.
Hard and soft caps evaluated in the request path, with HTTP 402 quota enforcement and Slack alerts so limits trigger before the money leaves your account.
Sends each request to the cheapest model that still satisfies your quality and latency thresholds, and fails over automatically when a provider slows down or errors.
Gross margin per customer and feature, forecasts with confidence bands, commitment burn-down for cloud and vendor contracts, plus auditable chargeback exports and invoice runs.
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-sourceRun and build with open AI models locally or in the cloud
Free / Open-sourceRun and build with open AI models locally or in the cloud
SpecialistSuperior community hub specifically for generative image and media models, but lacks ModelScope's broad NLP and code support.
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-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.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
Free / Open-sourceUser-friendly desktop app for local model execution, but focuses on client-side running rather than cloud model hubs.
Free / Open-sourceUser-friendly desktop app for local model execution, but focuses on client-side running rather than cloud model hubs.
Free / Open-sourceCut AI agent token costs with recoverable context compression and smart model routing
Free / Open-sourceCut AI agent token costs with recoverable context compression and smart model routing
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Autonomous cloud cost optimization that pays for itself
Autonomous cloud cost optimization that pays for itself
Free / Open-sourceRun local AI for text, images and speech on your own machine
Free / Open-sourceRun local AI for text, images and speech on your own machine
