MachGen
Speeds up open-source image, video generation.
Key Takeaways
- What it is
- Speeds up open-source image, video generation.
- Best for
- Multi-model image and video generation
- REST API
- MCP Server
Who is Using MachGen?
Developers
Use MachGen APIs and client libraries to integrate production image and video generation.
AI agents
Connect through the MCP server so agents can generate, edit, upscale, inspect, and download media.
Prosumers and hobbyists
Generate high-quality video on demand through the MachGen application.
Enterprises
Deploy optimized inference infrastructure for proprietary models and production workloads.
Key Features
Pricing Plans
Pay-as-you-go
- Per-model pricebook
- Pay per generation
- Wallet top-up from $5
- No commitment
- Image and video APIs ready for production
- Auto-reload available
MachGen Cloud OR Serverless
- Run on MachGen Cloud
- Committed GPU-hour contract
- Capacity sized to throughput needs
- B200 GPU option
- B300 GPU option
VPC
- Deploy the optimized stack inside your own cloud environment
- Billing per GPU per hour
- Pricing based on fleet size
- Pricing based on hardware mix
- Pricing based on support tier
Which MachGen plan should you pick?
Start with Pay-as-you-go for experimentation and API use, then consider MachGen Cloud or VPC when you need managed or customer-hosted production deployment.
Pay-as-you-go
Good for developers, agents, and production apps that need usage-based image, video, or audio generation.
MachGen Cloud
Good for teams that need managed GPU deployment under a committed throughput contract.
VPC
Good for enterprises that need the optimized inference stack inside their own cloud environment.
MachGen Use Cases
Text-to-video generation
Write a prompt and generate video using supported video models and output settings.
Outcome: A generated video asset.
Image-to-video animation
Provide a source image and prompt to animate it with a supported model.
Outcome: An image-driven video clip.
Reference-guided video
Combine reference images, videos, audio, and text to guide subject and scene generation.
Outcome: A more specifically directed video result.
Image editing
Attach source images and describe the changes while preserving selected visual details.
Outcome: An edited image.
Speech and dialogue generation
Generate speech or multi-speaker dialogue using the ElevenLabs v3 model route.
Outcome: A voice or dialogue audio asset.
Workflow Ideas with MachGen
Generate and upscale a video
- 1Choose a supported video model
- 2Generate the initial video
- 3Run the video upscale task on the completed result
Create an image variation
- 1Upload one or more source images
- 2Describe the requested visual changes
- 3Generate and inspect the edited image
Use MachGen through an AI agent
- 1Create a MachGen API key
- 2Connect Claude Code or Codex to the MachGen MCP server
- 3Ask the agent to generate, edit, inspect, or download assets
How MachGen fits into your stack
Browser
The MachGen web application provides model browsing, generation, uploads, asset history, and task management.
Automation and APIs
REST endpoints and the Python client support programmatic generation, polling, uploads, downloads, and production integrations.
AI agents
The remote MCP server connects MachGen with Claude Desktop, Claude Code, and Codex for natural-language media workflows.
Cloud infrastructure
MachGen Cloud, Serverless, and VPC deployment options place optimized inference into managed or customer-controlled environments.
Pros
- +Broad catalog of image, video, audio, and realtime models
- +Documented REST API and Python client
- +MCP support for Claude and Codex workflows
- +Pay-as-you-go pricing with wallet top-ups from $5
- +VPC and managed-cloud deployment options
Cons
- −No recurring subscription tiers are listed
- −Usage requires prepaid wallet credits
- −Credits expire 365 days after purchase
- −Enterprise cloud and VPC pricing requires contacting sales
- −No dedicated mobile, desktop, or browser-extension apps documented
Limitations & when to consider alternatives
Known limitations
- Usage requires credits. MachGen requires users to purchase credits in advance, and generation deducts credits from the account wallet.
- Model capabilities vary. Each model supports only specific task types, resolutions, durations, and input combinations.
- Generation is asynchronous. API users generally submit a task, poll its status, and download the completed result.
- API keys authorize billable generation. MachGen warns that API keys authorize billable generation and should not be exposed in client-side code.
- LiveSession media is not automatically saved. Realtime LiveSession media is not automatically saved as a generated task, history item, or asset.
Look elsewhere when
- You need a native mobile app.
- You need a browser extension.
- You need a desktop installer.
- You need a free plan.
How to Use MachGen
- 1
Create an account and add credits
Purchase wallet credits because MachGen charges generation usage against the account balance.
- 2
Choose a model and generation mode
Select a supported model and task such as text-to-video, image-to-video, reference-to-video, text-to-image, or image editing.
- 3
Generate in the Playground
Add a prompt and any required source or reference assets, then select the available output settings.
- 4
Use the API when integrating
Create an API key and call the REST API, MCP server, or official Python client for programmatic generation.
- 5
Poll and download results
For asynchronous API tasks, check task status until completion and then download the returned asset.
- 6
Scale deployment if needed
Contact MachGen about MachGen Cloud or VPC deployment when serverless usage is no longer sufficient.
Who is MachGen For?
Developers
They can use REST endpoints, a Python client, API keys, and model-specific generation tasks.
AI agents
Agents can connect through the remote MCP server to generate images, video, audio, and edits.
Prosumers and hobbyists
They can purchase credits and use high-quality video and image generation on demand.
Enterprises
Enterprises can deploy optimized inference through MachGen Cloud or inside their own infrastructure.
Frequently Asked Questions
What is MachGen?
MachGen is an AI training and inference platform for image and video generation, visual perception, and emerging world models.
Who is MachGen for?
MachGen names developers, AI agents, prosumers, hobbyists, and enterprises deploying proprietary models as target users.
How do I get started?
Create an account, purchase credits, and start generating through the Playground or API.
What is MachGen Serverless?
MachGen Serverless provides pay-as-you-go access to optimized generation models through an API.
How does credit-based pricing work?
Each API call deducts credits based on the model, resolution, duration, and other generation parameters.
What deployment options are available?
MachGen offers MachGen Cloud and customer-hosted deployment inside a customer's cloud environment or data center.
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