Last updated 08-09-2026
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Runware
Runware gives developers one pay-as-you-go API for image, video, audio, 3D, and LLM inference across 400,000-plus models. Sign up, pick a model in the playground, and call the REST API without provisioning GPUs or managing cold starts on your side.
Most model APIs resell a narrow catalog at marked-up per-call rates. Runware built its own Sonic Inference Engine and hardware stack, advertises up to 90% lower serverless costs, and also sells raw GPU seconds from RTX PRO 6000 nodes at about $0.99 per hour. Customers listed on the homepage include Runway, Freepik, Wix, and Together.ai.
New accounts get $2 in free credits, image calls typically run $0.0006 to $0.24 each, and enterprise volume discounts are available through sales. Product teams shipping generative media features and ML engineers who want marketplace model access without running pods are the core users.
Single API covers image, video, audio, 3D, and LLM inference workloads
400,000-plus models in the managed directory with playground pricing previews
Pay-as-you-go billing with $2 free credits for new signups
Image generation quoted from $0.0006 to $0.24 per output depending on model
Serverless GPU nodes from RTX PRO 6000 at about $0.99 per hour reserved
Sonic Inference Pods advertise up to 90% lower inference cost versus typical serverless
Custom model upload keeps private weights off shared training pools
One API spans image, video, audio, 3D, and LLM models instead of stitching vendors.
Published per-second GPU rates and per-image ranges make cost estimation straightforward.
Custom model upload stays private per the platform FAQ.
Final per-request pricing depends on model-specific parameters, so bills vary widely.
Premium B200 and B300 nodes require sales contact for custom rates.
Developer-focused product with no built-in end-user creative UI beyond the playground.
What is Runware?
Runware is a generative media API platform that routes image, video, audio, 3D, and LLM requests across 400,000-plus models. Runware handles inference infrastructure so developers call one API instead of running their own GPUs.
Is Runware free to try?
Runware gives new users $2 in free credits to test models in the playground and API. After credits are used, billing is pay-as-you-go based on the model and parameters you select.
How much does Runware image generation cost?
Runware quotes image generation from about $0.0006 to $0.24 per image depending on model, resolution, and quality settings. Exact per-request pricing appears in the model playground before you run a job.
Can I run my own models on Runware?
Yes, Runware supports importing and running custom models on its serverless GPU fleet. Uploaded models and content stay private and are not shared or used for training according to the pricing FAQ.
What GPU hardware does Runware offer?
Runware sells per-second access to RTX PRO 6000, H100, H200, and B200 class nodes through its serverless compute table. Reserved RTX PRO 6000 rates start around $0.99 per hour on the pricing page.
Does Runware charge for failed requests?
Runware states you are only charged for successful API requests that generate outputs. Rate-limited or failed calls do not count toward usage on the pricing FAQ.