Pay as you go
AI/ML API
Quick facts
- Pricing model
- Pay as you go
- Minimum price
- Pay as you go
- Free access
- No
- Platforms & integrations
- Web
- API
- MCP Server
- Payment methods
- Visa
- Mastercard
- Bank card
- Apple Pay
- Link
- Crypto
- Interface languages
- English
- Service status
- Online, checked
Developer and reliability
Information about the developer and the service's terms. This is a factual reference, not a quality assessment or a guarantee of safety.
- Developer
- Boiler Lab
- Legal entity
- Boiler Labs FZ-LLC
- Legal entity's country
- United Arab Emirates
- Domain registered
- November 27, 2023
- The domain registration date is not the service's launch date.
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About the tool
Juggling ten different AI provider accounts just to ship a single application is a special kind of developer torture. One vendor rejects your company card, another alters its API schema overnight, and your accounting team despises you for the mountain of fragmented monthly invoices. AI/ML API sweeps that entire operational nightmare off the table by routing over a thousand generative models through one unified API key, a single credit balance, and standard drop-in endpoints.
Developed by Boiler Lab (Boiler Labs FZ-LLC), the platform operates as a high-speed inference gateway compatible with standard OpenAI and Anthropic client configurations. Switching an entire backend from one foundation model to another boils down to modifying a single model identifier string.
Much like developer gateways such as CLODEX and hiapi, AI/ML API eliminates vendor lock-in and centralizes billing across disparate architectures. What sets the platform apart is its deep multi-modal breadth and native protocol tooling for AI agents:
- Text, reasoning, and code: Access flagship intelligence from OpenAI, Anthropic Claude, Google Gemini, Grok, DeepSeek, Alibaba Cloud Qwen, ByteDance Seed, Sakana AI, and MiniMax with native support for tool calling, structured JSON output, prompt caching, and streaming.
- Image creation and editing: Visual pipelines powered by FLUX, Google Nano Banana, OpenAI, and Qwen Image for text-to-image synthesis, inpainting, and masking.
- Video generation: Video-to-video and text-to-video engines from Wan, Kling, Seedance, MiniMax, and FLUX Video running via asynchronous task queues.
- Speech, audio, and music: Audio synthesis and transcription pipelines backed by ElevenLabs, Deepgram, and OpenAI.
- Agent and IDE infrastructure: Native Model Context Protocol (MCP) server support, making it effortless to plug the gateway into environments like Cursor, Claude Code, or terminal-based agents via OAuth authentication.
- Developer workspace: An interactive web playground to debug prompts and test model responses side-by-side before writing any code, backed by request tracing, usage logs, and official SDKs for Python and JavaScript.
You retain full commercial ownership over all outputs generated through the API, making the service production-ready for commercial apps. The main caveats to keep in mind are operational: balance recharges are strictly non-refundable, and rendering heavy modalities like video requires implementing asynchronous polling on your client.
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AI/ML API Pricing & Plans
Prices are based on the provider's information and may change.
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AI/ML API Feature Comparison
Compare key features, prices and capabilities with similar tools
| Feature |  Current tool |  |  |  |
|---|---|---|---|---|
| Pricing model | Pay as you go | Pay as you go | Paid | Paid |
| Minimum price | Pay as you go | Pay as you go | Free | from $20.19/month |
| Free access | No | No | Yes | No |
| User rating | ||||
| Current tool |
Frequently Asked Questions about AI/ML API
Which model families and modalities does AI/ML API support?
The platform aggregates over a thousand models spanning text, code, image synthesis, video rendering, speech-to-text, TTS, and music. The roster covers OpenAI, Anthropic Claude, Google Gemini, Grok, DeepSeek, Alibaba Cloud (Wan and Qwen), ByteDance Seedance, Kling, FLUX, and ElevenLabs — all accessible through one token.
How do you connect the gateway to coding agents and IDEs like Cursor?
Either point your OpenAI-compatible SDK base URL to the AI/ML API gateway or plug in its dedicated Model Context Protocol (MCP) endpoint. With native OAuth authentication, environments like Cursor and Claude Code discover models and run completions without any manual key juggling.
How does pricing work, and what payment methods are accepted?
It runs on a straightforward pay-as-you-go setup: top up your balance (starting at $20) and pay only for actual tokens and generation compute. Heavy-use teams can jump to Enterprise tiers with dedicated infrastructure, unlimited rate limits, and shared Slack support. Accepted payment methods include Visa, Mastercard, Bank card, Apple Pay, Link, and Cryptocurrency.
What is the policy regarding refunds and content ownership?
You retain full commercial and intellectual property rights to everything generated through the API. Keep in mind that all top-ups are strictly non-refundable, so it is best to test your workflow inside the interactive Playground before spinning up large automated pipelines.
How can I pay for AI/ML API?
AI/ML API payment methods: Visa, Mastercard, bank card, Apple Pay, Link, and cryptocurrency.
What languages is the AI/ML API interface available in?
The AI/ML API interface is available in: English.
What platforms is AI/ML API available on?
AI/ML API is available on: Web, API, and MCP Server.
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