What is Hedra?
Hedra is a research lab and platform for visual AI. It builds its own models for generating, perceiving and predicting visual content, and offers the infrastructure to run them. The product is split into four parts: Managed Inference, which exposes 100+ models through an API with hosting handled by Hedra; Hedra Training, a research preview for fine-tuning supported visual models on your own data; GPU Sandboxes, isolated GPU environments where you run custom model code, video pipelines or simulations; and WMR (World Model Runtime), an engine for diffusion, video and world models with vision-native kernels, quality-aware quantization and step-aware scheduling.
For non-developers there is Studio, an agentic workspace where you create and iterate on images and video without writing code. Deployment can be Hedra Cloud, a hybrid setup, or on-prem in a customer-controlled cluster. The page also lists research publications such as Magic 1-for-1 and Phased Consistency Models.
Key features
- Managed inference API with 100+ visual models
- Image and video generation in the Studio workspace
- Fine-tuning of supported visual models on your own data (research preview)
- Isolated GPU sandboxes via SDK
- WMR runtime with vision-native kernels and step-aware scheduling
- Deployment on Hedra Cloud, hybrid or on-prem
Who is it for
- Developers building visual AI features
- Businesses needing custom or private visual model deployments
- Creators generating images and video without code
- ML teams running training and GPU workloads
How to get started with Hedra
- Create a free account on the Hedra website, no credit card needed.
- Open Studio and describe the image or video you want to get.
- Refine the result in the workspace and download the finished material.
- Developers can connect via API and choose one of 100+ models.
- You create images and video without programming or integration.
- You need one platform for generating, training, and running models.
- A company wants to deploy AI in its own infrastructure or on-prem.
- You need a Polish-language interface, as the text does not mention one.
- You need an ongoing free plan with stated limits, as the text does not detail them.
Pros and cons
- Covers generation, hosting, training and deployment in one stack
- Flexible deployment including on-prem for sovereignty needs
- Training and GPU sandboxes are still research previews
- Generation consumes credits, and slower generation applies on lower tiers
Hedra pricing
| Plan | Price | Includes |
|---|---|---|
| Basic | 20 USD / month | 2,000 credits/month, slower generations, commercial use |
| Pro | 50 USD / month | 7,200 credits/month, faster generation, commercial use |
| Ultra | 100 USD / month | 18,000 credits/month (up to 57,600 credits/month), fastest generation, commercial use |
| Teams | 75 USD / month | 14,400 credits/month, fastest generation, commercial use, Teams Plan Access |
Prices copied from Hedra pricing, checked October 12, 2026. Currency as shown by the vendor; taxes may apply.
Is Hedra free?
There is a free trial. Free plan without a credit card, as advertised on the pricing page. The exact number of free credits is not stated in the provided text.
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Hedra alternatives
| Tool | Price from | Free plan | Category |
|---|---|---|---|
 ComfyUI | 16 USD/mo | trial | Video generators |
 Kling AI | 8,8 USD/mo | ? | Video generators |
 Higgsfield AI | 19 USD/mo | trial | Video generators |
 Runway | 12 USD/mo | trial | Video generators |
 Dreamina | 69 PLN/mo | yes | Video generators |
 Hailuo AI | 9.99 USD/mo | ? | Video generators |
FAQ
What is Hedra used for?
Visual AI platform for generating image and video, with managed inference API, GPU sandboxes and fine-tuning for developers and businesses.
Is Hedra free?
There is a free trial. Free plan without a credit card, as advertised on the pricing page. The exact number of free credits is not stated in the provided text.
How much does Hedra cost?
The cheapest paid plan is 20 USD/mo (vendor pricing, October 12, 2026).
What are the best Hedra alternatives?
Closest alternatives: ComfyUI, Kling AI, Higgsfield AI, Runway, Dreamina.
Data checked October 12, 2026 on the vendor website (hedra.com).