# Models.dev vs Scenario

Models.dev records 200,451 monthly visits with -3.9% month-over-month growth and Free pricing. Scenario records 402,492 monthly visits with +16.7% growth and Paid, Contact for Pricing pricing.

| Metric | [Models.dev](https://openaitools.app/tool/models-dev) | [Scenario](https://openaitools.app/tool/scenario-com) |
| :--- | :--- | :--- |
| Website URL | https://models.dev | https://scenario.com |
| Categories | AI Models, AI API, Open Source AI Models, AI Tools Directory | AI Art Generator, AI Workflow, AI Image Generator, AI Models |
| Pricing Model | Free | Paid, Contact for Pricing |
| Monthly Visits | 200,451 | 402,492 |
| MoM Growth Rate | -3.9% | +16.7% |
| Primary Market | China | United States |
| Direct Visits | 136,316 | 181,787 |
| Review Score | 4.4 | 4.3 |
| Saved Count | 0 | 4 |
| Supported Platforms | Website | Website |

## Models.dev

Models.dev exists to answer a very practical developer question: which model should I use, and what will it cost? The site organises every entry under a canonical identifier in the form provider/model, so the same model served by several providers can be compared directly rather than guessed at. Columns cover context window, maximum output, whether input and output are supported, reasoning, tool calling, structured output, temperature control, open versus closed weights, price per million tokens, and release and update dates.

Because model releases move fast, the catalogue is built to stay current, with sortable and searchable tables that let you scan by lab or provider and filter down to what matters. Entries include both closed flagship models and open-weight alternatives, making it useful for cost planning as well as capability research.

The project is open source and free to use, and it is intended to be consumed programmatically. Developers can pull the catalogue into their own tooling through a JSON API or a type-safe SDK, which makes it a practical backend for dashboards, routing logic, or internal cost calculators rather than just a reference page to browse.

**Pricing & Plans:** Models.dev is free and open source. It is a reference database, so the prices it lists are the per-million-token rates charged by the model providers themselves, not a fee for using the site.

- **Canonical model identifiers:** Every model uses a consistent provider/model format so the same model across providers can be compared directly.
- **Specification comparison:** Side-by-side context window, output limit, reasoning, tool calling, structured output, and temperature support.
- **Pricing transparency:** Input and output prices per million tokens listed alongside release and update dates.
- **Open and closed models:** Covers closed flagship APIs and open-weight models from many labs in one sortable catalogue.
- **Developer access:** Consume the catalogue through a JSON API or a type-safe SDK for your own tools and dashboards.

**Strengths:** Free and open source with no account required; Consistent canonical identifiers make cross-provider comparison reliable; Covers pricing, limits, and capabilities in one sortable table; Available as a JSON API and type-safe SDK for programmatic use

**Limitations:** It is a reference catalogue, not an inference or hosting service; Data quality depends on community and maintainer updates keeping pace with releases; Interface is aimed at developers and offers little guidance for non-technical users

[Profile (Markdown)](https://openaitools.app/tool/models-dev.md)

## Scenario

Scenario is built around a simple problem in creative production: generic AI models produce generic output, but studios and brands need assets that match an established style and hold together across a whole set of shots. Its answer is custom model training. You upload a batch of your own references, and Scenario trains a model that reproduces that look in new generations, whether that is a brand identity, a product line or a recurring character.

On top of that sits a broad generation layer. The platform brings together hundreds of models from many providers for images, video, 3D meshes and audio, all inside one workspace where you can compare outputs on the same brief. Workflows let you chain models and tools as nodes on a canvas and then save the chain so anyone on the team can run it from a simple form, with the cost shown before the run. Agents and skills can also build those workflows for you from a plain-language description.

Scenario is API-first and connects outward as well as inward: a REST API with TypeScript and Python SDKs, an MCP server for Claude Code, Codex or Cursor, and an experimental Blender plugin. Enterprise tiers add governance features like spend caps, approved model allowlists, IP detection, watermarking, SSO/SAML and SOC 2 Type II auditing, with a commitment that enterprise content is not used to train Scenario's or third-party models.

**Pricing & Plans:** Free tier with 50 daily credits (no card required). Paid plans: Starter $15/mo (1,500 credits), Pro $45/mo (5,000 credits, custom model training), Max $75/mo (10,000 credits, up to 25 users). Enterprise is custom-priced with volume discounts. Annual billing saves about 33%.

- **Custom model training:** Train a model on 10-30 of your own images to lock in a brand look, product line or character, so new assets stay consistent.
- **750+ models in one workspace:** Access image, video, 3D and audio models from dozens of providers side by side, and swap one for another inside a workflow.
- **Node workflows and apps:** Chain models and tools on a canvas, publish the chain as an app, and let teammates run it from a simple form with cost shown upfront.
- **Agents, MCP and API:** Describe the result and let an agent build the workflow, or call the same models and assets from Claude Code, Codex, Cursor or the REST API.
- **Enterprise governance:** Spend caps, approved model allowlists, IP detection, watermarking, activity trails and SSO/SAML keep large-team usage controlled.

**Strengths:** Custom model training keeps output on-brand across large asset sets; Unusually broad model catalogue spanning image, video, 3D and audio; Workflows, agents, MCP and a documented API make it pipeline-friendly rather than a one-off toy; Strong enterprise controls including SOC 2 Type II, IP detection and a no-training-on-your-data commitment

**Limitations:** Credit-based pricing means costs scale with production volume; The depth of features creates a real learning curve for newcomers; Some of the most useful governance features are reserved for Enterprise

[Profile (Markdown)](https://openaitools.app/tool/scenario-com.md)

## Frequently Asked Questions

### How do Models.dev and Scenario compare in monthly traffic?

Models.dev has 200,451 monthly visits, while Scenario has 402,492. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Models.dev has a month-over-month growth rate of -3.9%; Scenario has +16.7%.

### How does pricing compare?

Models.dev: Free. Models.dev is free and open source. It is a reference database, so the prices it lists are the per-million-token rates charged by the model providers themselves, not a fee for using the site. Scenario: Paid, Contact for Pricing. Free tier with 50 daily credits (no card required). Paid plans: Starter $15/mo (1,500 credits), Pro $45/mo (5,000 credits, custom model training), Max $75/mo (10,000 credits, up to 25 users). Enterprise is custom-priced with volume discounts. Annual billing saves about 33%.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Adobe Firefly](https://openaitools.app/tool/adobe) | 396,998,213 | -8.6% | Freemium | Commercially safe generative AI workspace for images, video, audio, vectors, and multi-model creative production. | [.md](https://openaitools.app/tool/adobe.md) |
| 2 | [SeaArt.AI](https://openaitools.app/tool/seaart-ai) | 15,683,904 | +0.5% | Freemium | Community-driven AI art, video, and character creation platform | [.md](https://openaitools.app/tool/seaart-ai.md) |
| 3 | [Midjourney](https://openaitools.app/tool/midjourney) | 8,609,446 | -0.9% | Freemium | The AI lab behind some of the most striking text-to-image and video models | [.md](https://openaitools.app/tool/midjourney.md) |
| 4 | [Runway](https://openaitools.app/tool/runwayml) | 7,498,396 | +16.9% | Freemium, Paid, Contact for Pricing | Generative video, image, and audio tools built on frontier AI research | [.md](https://openaitools.app/tool/runwayml.md) |
| 5 | [Krea](https://openaitools.app/tool/krea) | 4,583,022 | +2.9% | Freemium | Provides real-time interactive canvas generation, but offers fewer deep customization options for trained models. | [.md](https://openaitools.app/tool/krea.md) |
| 6 | [ComfyUI](https://openaitools.app/tool/comfyui) | 4,379,348 | +13.4% | Contact for Pricing, Free | Offers a powerful open-source node-based workflow for custom AI models, but requires local setup or cloud hosting. | [.md](https://openaitools.app/tool/comfyui.md) |
| 7 | [RunningHub](https://openaitools.app/tool/runninghub) | 3,105,554 | -28.5% | Freemium | Runs advanced node workflows in the cloud, but with a different user interface and collaboration toolset. | [.md](https://openaitools.app/tool/runninghub.md) |
| 8 | [Tensor.Art](https://openaitools.app/tool/tensor-art) | 2,618,069 | +9.4% | Free | Strong focus on training and sharing custom models, but lacks Scenario's dedicated enterprise game asset pipelines. | [.md](https://openaitools.app/tool/tensor-art.md) |
| 9 | [Customuse](https://openaitools.app/tool/customuse-com) | 379,276 | -3.5% | Free, Paid, Enterprise | Tailored specifically for 3D game assets and interactive merchandise, but less flexible for general 2D workflows. | [.md](https://openaitools.app/tool/customuse-com.md) |
| 10 | [Stork](https://openaitools.app/tool/stork) | 201,544 | +2.3% | Free | Includes model pricing trackers and developer news alongside tools directories, but less focused on raw API specs. | [.md](https://openaitools.app/tool/stork.md) |

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Source: https://openaitools.app/compare/models-dev-vs-scenario-com

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