Kling v3.0 Pro vs Wan 3.0: price and capabilities
Kling v3.0 Pro (kwaivgi/kling-v3.0-pro) from Kling and Wan 3.0 (alibaba/wan-3.0) from Alibaba are both video generation models on the OceanToken API. Wan 3.0 has the lower starting price: from $0.045 per second of video against $0.106 for Kling v3.0 Pro (58% less), each at its lowest resolution and mode. Both take text prompts and reference images; only Wan 3.0 also takes reference video and reference audio.
Side by side
| Spec | Kling v3.0 Pro −10% | Wan 3.0 −30% |
|---|---|---|
| Model | Kling v3.0 Prokwaivgi/ | Wan 3.0alibaba/ |
| Publisher | Kling | Alibaba |
| Kind | Video generation | Video generation |
| Video price | from $0.106 / second of video | from $0.045 / second of video |
| Discount (vs official, top tier) | −10% | −30% |
| Reference inputs | text and images | text, images, audio and video |
| Outputs | video | video |
About these prices
Which should you choose?
- Choose Wan 3.0 for the lower starting price: from $0.045 per second of video against $0.106, 58% less.
- Choose Wan 3.0 if you need reference video and reference audio: Kling v3.0 Pro does not list them.
- Not sure? Call both with the same OceanToken API key and compare them on your own prompts and references; each request is billed per use from one prepaid balance.
Get API Key Kling v3.0 Pro Wan 3.0
Frequently asked questions
Which is cheaper, Kling v3.0 Pro or Wan 3.0?
Wan 3.0, by starting price. Wan 3.0 has the lower starting price: from $0.045 per second of video against $0.106 for Kling v3.0 Pro (58% less), each at its lowest resolution and mode. These are OceanToken starting prices per use; the OceanToken console always shows the current price.
Which takes more kinds of input, Kling v3.0 Pro or Wan 3.0?
Wan 3.0. Kling v3.0 Pro takes text and images; Wan 3.0 takes text, images, audio and video.
Can I call both Kling v3.0 Pro and Wan 3.0 with one API key?
Yes. Both are on the OceanToken API at https://api.oceantoken.ai/v1: one API key and one prepaid balance call either model. Send the model id kwaivgi/kling-v3.0-pro or alibaba/wan-3.0.
Models and publishers
Kling v3.0 Pro · Wan 3.0 · All Kling models · All Alibaba models
More comparisons
Seedance 2.0 vs Kling v3.0 Pro · Seedance 2.0 Mini vs Kling v3.0 Pro · Seedance 2.5 vs Kling v3.0 Pro · Veo 3.1 Fast vs Kling v3.0 Pro · All comparisons