# ModelsLab vs TokLab ModelsLab records 74,376 monthly visits with -26.2% month-over-month growth and Freemium, Paid pricing. TokLab records 0 monthly visits with 0% growth and Free Trial, Paid pricing. | Metric | [ModelsLab](https://openaitools.app/tool/modelslab) | [TokLab](https://openaitools.app/tool/toklab) | | :--- | :--- | :--- | | Website URL | https://modelslab.com | https://toklab.ai | | Categories | AI API, AI Developer Tools, AI Image Generator, AI Video Generator | AI API, AI Developer Tools, AI Image Generator, AI Video Generator | | Pricing Model | Freemium, Paid | Free Trial, Paid | | Monthly Visits | 74,376 | 0 | | MoM Growth Rate | -26.2% | 0% | | Primary Market | France | Global | | Direct Visits | 36,910 | 0 | | Review Score | 4.3 | 4.7 | | Saved Count | 41 | 0 | | Supported Platforms | Website | Website | ## ModelsLab ModelsLab is an API-first platform for teams that need many kinds of generative AI without managing many vendors. It aggregates more than 10,000 models spanning text-to-image, image editing and inpainting, upscaling, text-to-video and image-to-video, text-to-speech, voice cloning, music and sound effects, 3D generation, and chat or reasoning LLMs. All of these sit behind one API key and a unified JSON schema, so an app can start with one model and scale to others without changing its integration. The typical workflow is browse, test, then build. You search the model library by task, try prompts in a playground to compare outputs, and once a model fits, you call it from your application with a single REST key or through the provided SDKs, CLI, and MCP server. That agent-friendly design means tools such as Cursor, Claude Desktop, Windsurf, or VS Code can invoke image, video, voice, and reasoning tools directly. Production features include request-by-request logging, webhooks for long-running jobs, and reported 99.9% uptime. Beyond calling hosted models, ModelsLab lets you train your own models on its GPUs, run open-source models unlimited on shared capacity, or reserve a dedicated GPU for consistent throughput. Pricing starts at $21 per month with an unlimited open-source tier from $149 per month, and dedicated GPUs from $249 per month, making it a fit for startups prototyping as well as teams shipping AI features at scale. **Pricing & Plans:** Free tier available; standard plans start at $21 per month, unlimited open-source generation runs from $149 per month, and dedicated GPUs start at $249 per month. Enterprise and custom training options are available on request. - **10,000+ models, one API:** Access image, video, audio, 3D, and text models through one API key and a unified JSON schema, instead of juggling multiple vendors. - **Playground and comparison:** Browse 10,000+ models by task, compare outputs, test prompts in a playground, then call the model from your app with the same integration. - **Shared or dedicated GPUs:** Run open-source models on shared infrastructure, or reserve a dedicated GPU for predictable throughput and unlimited generations. - **Model training:** Train fine-tunes on platform GPUs, clone voices, and customize models to fit specific products, brands, or styles. - **MCP, SDK, and CLI:** Connect via a Model Context Protocol server, type-safe SDKs, or a CLI so AI editors and agents can call generation tools without glue code. - **Request logging and webhooks:** Track every request with status and latency, and receive webhooks when longer video or audio jobs finish. **Strengths:** One API key and unified schema across image, video, audio, 3D, and LLM models; Large 10,000+ model catalog with a playground for comparing outputs before you code; MCP server, SDKs, and CLI make it easy to plug into AI coding agents and automation [Profile (Markdown)](https://openaitools.app/tool/modelslab.md) ## TokLab TokLab consolidates model access for teams that would otherwise juggle a separate account, SDK and invoice for every provider. Video, image, LLM and audio models all share one base URL, one API key and one usage ledger, and the platform speaks the request formats developers already use — Chat Completions, Responses, Messages and native Gemini — so existing OpenAI or Anthropic client code usually only needs a new base URL and key. Media jobs such as text-to-video, image-to-video and transcription go through a task endpoint that returns an id immediately and an output URL when the render finishes. Pricing is deliberately transparent. Every model page shows the live rate and unit before you send a request, whether that is per image, per second of video, per minute of audio or per million tokens, and a model can expose multiple price tiers that you name explicitly rather than having the platform silently upgrade or downgrade you. The single most unusual policy is that failures are free: a timeout, a filtered prompt or an empty render is not billed, which makes retries, fallbacks and experiments materially cheaper than on a per-attempt provider. The rest of the product is aimed at removing glue code. Errors use a consistent code set across every model so failure handling can be written once, retries do not double-charge, prepaid credits have no expiry date or monthly reset, and there is no subscription to cancel. A usage history records the charge attached to each request alongside task logs and LLM token logs, and an MCP endpoint lets agent-style clients list models, read prices and submit jobs. **Pricing & Plans:** Pay-as-you-go with prepaid credits and no subscription. You top up in USD by card, PayPal or crypto, and credits are shared across every model and never expire. Each model lists a live per-unit rate (per image, per second of video, per minute of audio or per million input/output tokens), and failed or rejected requests are charged at $0. A free trial entry point is available for evaluating models. - **Failures are free:** Timeouts, filtered prompts and empty renders are billed at $0, so retries and automatic fallbacks never cost you twice for the same output. - **OpenAI, Anthropic and Gemini compatible:** Point your existing SDK at the TokLab base URL and keep Chat Completions, Responses, Messages or native Gemini request shapes — switching models is often a one-field change. - **One task API for media:** Image, video and audio jobs return a task id instantly; poll the shared tasks endpoint for status, then download the finished file from TokLab storage. - **Prices visible before you send:** Every model publishes its live rate, accepted parameters and request format, and price tiers are selected explicitly in the model field rather than switched behind your back. - **Auditable usage and non-expiring credits:** Each request lands in a usage ledger with its charge, next to task and LLM logs, while your prepaid balance carries no expiry date and no monthly reset. **Strengths:** Billing policy that does not charge for failed requests removes a real source of hidden cost for retry-heavy workloads; Genuinely broad catalogue covering video, image, LLM and audio under a single key and balance; Keeps your existing client code by accepting OpenAI, Anthropic and Gemini request formats; Prepaid credits never expire and there is no subscription to cancel **Limitations:** Prepaid credit model requires you to fund a balance up front rather than paying in arrears; Model availability and per-unit rates change frequently, so production cost estimates need periodic review; A unified gateway adds a dependency layer between your code and the underlying model providers [Profile (Markdown)](https://openaitools.app/tool/toklab.md) ## Frequently Asked Questions ### How do ModelsLab and TokLab compare in monthly traffic? ModelsLab has 74,376 monthly visits, while TokLab has 0. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? ModelsLab has a month-over-month growth rate of -26.2%; TokLab has 0%. ### How does pricing compare? ModelsLab: Freemium, Paid. Free tier available; standard plans start at $21 per month, unlimited open-source generation runs from $149 per month, and dedicated GPUs start at $249 per month. Enterprise and custom training options are available on request. TokLab: Free Trial, Paid. Pay-as-you-go with prepaid credits and no subscription. You top up in USD by card, PayPal or crypto, and credits are shared across every model and never expire. Each model lists a live per-unit rate (per image, per second of video, per minute of audio or per million input/output tokens), and failed or rejected requests are charged at $0. A free trial entry point is available for evaluating models. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [OpenAI Platform](https://openaitools.app/tool/openai) | 234,678,639 | -9.6% | Paid | Enterprise developer platform and API for deploying GPT-6 Astra, Sol, Luna, and realtime multimodal agents. | [.md](https://openaitools.app/tool/openai.md) | | 2 | [OpenRouter](https://openaitools.app/tool/openrouter-ai) | 19,941,437 | -6.2% | Paid | One API key for hundreds of AI models from every major provider | [.md](https://openaitools.app/tool/openrouter-ai.md) | | 3 | [fal.ai](https://openaitools.app/tool/fal-ai) | 3,093,684 | -3.7% | Paid, pay-as-you-go usage-based pricing | One API for 1,500+ production-ready generative media models | [.md](https://openaitools.app/tool/fal-ai.md) | | 4 | [Atlas Cloud](https://openaitools.app/tool/atlas-cloud) | 777,031 | -16.4% | Paid | One OpenAI-compatible API for 500+ image, video, audio, and LLM models | [.md](https://openaitools.app/tool/atlas-cloud.md) | | 5 | [CometAPI](https://openaitools.app/tool/cometapi) | 602,966 | +49.7% | Pay-as-you-go (credits) | One OpenAI-compatible API key for 500+ AI models | [.md](https://openaitools.app/tool/cometapi.md) | | 6 | [MuAPI](https://openaitools.app/tool/muapi) | 412,788 | +13.7% | Freemium | One API for every generative image, video and audio model | [.md](https://openaitools.app/tool/muapi.md) | | 7 | [Runware](https://openaitools.app/tool/runware) | 402,862 | +27.1% | Paid | One API for 400K+ AI models, plus serverless and reserved GPUs on modular data centers | [.md](https://openaitools.app/tool/runware.md) | | 8 | [Flaq AI](https://openaitools.app/tool/flaq-ai-api-platform) | 328,715 | +127.9% | Paid | One API key for the world's leading image, video and language models | [.md](https://openaitools.app/tool/flaq-ai-api-platform.md) | | 9 | [EvoLink AI Model API](https://openaitools.app/tool/evolink-ai-model-api) | 312,573 | -27% | Free Trial, Paid, Contact for Pricing | One API for LLM, image, video, and audio models in production | [.md](https://openaitools.app/tool/evolink-ai-model-api.md) | | 10 | [GPTProto](https://openaitools.app/tool/gptproto) | 148,457 | +15.4% | Pay-as-you-go | One API key, one balance, 200+ text, image, video and audio models | [.md](https://openaitools.app/tool/gptproto.md) | --- Source: https://openaitools.app/compare/modelslab-vs-toklab More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)