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Novita AI vs Runware
Runware is a media specialist with 300+ priced models and custom hardware. Novita is a general cheap host that also does media. Depth in media against breadth across modalities.
By The Subconscious Team · Updated
Novita AI vs Runware: key differences
Both sell cheap generation across modalities, from opposite starting points. Runware is media first. One task schema covers image, video, audio, 3D and text, the rate sheet lists 300+ priced models, and video bills per second, with Seedance 2.5 at about $0.10 a second at 480p. Runware says its Sonic Inference Engine and a Model Lake of 400K+ resident models push prices around 10x lower. Novita is LLM first, with 200+ models and LLM prices from $0.02 per million, and adds image, video, speech and voice cloning. Runware's own downside says its LLM hosting is a side line.
Both rent GPUs too. Runware bills raw H100s by the second at $2.76 an hour. Novita's GPU cloud runs RTX 3090s to H200s, with serverless GPU, bare metal and spot pricing up to 50% off. For a text-heavy product with some images, Novita keeps everything on one bill. For a consumer app generating images or clips at high volume, Runware's per-generation pricing and schema are built for it. Runware output URLs expire after seven days, so plan for storage.
What Novita AI and Runware do
Novita AI
Novita AI is a San Francisco inference cloud founded in late 2023 by Frank Lewis and Junyu Huang, and it competes on price and breadth. Its serverless API covers 200+ open models across LLMs, image, video, speech, voice cloning and embeddings, with LLM prices starting at $0.02 per million tokens. The API speaks both OpenAI and Anthropic formats. It became an official Hugging Face Inference Partner in April 2026 and was the day-zero launch partner for Google's Gemma 4.
Example models: DeepSeek V4 Pro, Gemma 4
Full Novita AI profileRunware
Runware sells what it calls the lowest-cost API for media generation, and it claims more than 1M developers. One endpoint covers image, video, audio, 3D and text. Every request is a task with the same shape, so switching from a Kling video to a Seedream image mostly means changing the model ID. The published rate sheet lists 300+ priced models, with images from fractions of a cent to a few cents each and video billed per second, like Seedance 2.5 at about $0.10 a second at 480p.
Example models: Seedance 2.5, Qwen-Image-3.0
Full Runware profileShould you choose Novita AI or Runware?
Novita AI vs Runware at a glance
| Attribute | Novita AI | Runware |
|---|---|---|
| Model access | Open weights | Hosted media models |
| Flagship models | DeepSeek V4 Pro, Gemma 4 | Seedance 2.5, Qwen-Image-3.0 |
| Speed | ~36 tok/s on DeepSeek V4 Pro | Unknown |
| Price | From $0.02 per 1M; batch 50% off | Images from fractions of a cent |
| Customization | Hot-swappable LoRA adapters | Fine-tuned diffusion checkpoints |
| Deployment | Serverless, GPU cloud, dedicated | Unified API, raw GPUs |
| Long context | Full 1M on DeepSeek V4 Pro | Not applicable |
Frequently asked questions
What is the difference between Novita AI and Runware?
Runware is a media specialist with 300+ priced models and custom hardware. Novita is a general cheap host that also does media. Depth in media against breadth across modalities.
When should I choose Novita AI over Runware?
Text-heavy apps that also need some media; Cheap LLM calls across 200+ models; GPU rental across a wide hardware range.
When should I choose Runware over Novita AI?
High-volume image and short video generation; Community diffusion checkpoints at scale; Batching many media tasks in one call.
Is Novita AI or Runware cheaper?
Novita AI: From $0.02 per 1M; batch 50% off. Runware: Images from fractions of a cent. The cheaper choice depends on the model and workload.
Which has more context, Novita AI or Runware?
Novita AI: Full 1M on DeepSeek V4 Pro. Runware: Not applicable.
Related comparisons
Running long-horizon agents?
If your agents run past 200K tokens, compare both against Subconscious. Our inference stack treats a long-horizon trace as the primary workload, so speed, cost, and accuracy hold up deep into the trace.