Sora's quality is real, but its access model is subscription-bundled through ChatGPT tiers rather than a standalone, per-generation API. For a product that needs to generate video programmatically — ad creative, e-commerce assets, short-drama pipelines — that creates three problems: no metered per-clip billing you can pass to customers, rate ceilings tied to consumer tiers, and no clean way to run it server-side at scale. The Chinese labs took the opposite route: frontier video models sold directly as metered APIs.
| Model | Provider | Pricing | Sweet spot |
|---|---|---|---|
| Seedance 2.0 | ByteDance | $0.067–$1.00 / second (480p→4K) | Flagship quality, native audio, 4K |
| Seedance 2.0 Fast | ByteDance | $0.054–$0.802 / second | Throughput, ~30% faster |
| Hunyuan Video 1.5 | Tencent | $0.21 / generation | Predictable fixed cost |
| CogVideoX-Flash | Zhipu AI | FREE forever | Prototyping, 6s clips |
| Scenario | Model / setting | Cost |
|---|---|---|
| 5s clip @ 480p | Seedance 2.0 | $0.34 |
| 5s clip @ 720p | Seedance 2.0 | $0.82 |
| 5s clip @ 1080p | Seedance 2.0 | $1.65 |
| 5s clip @ 480p, fast lane | Seedance 2.0 Fast | $0.27 |
| 1 clip, fixed budget | Hunyuan Video 1.5 | $0.21 |
| 6s clip, any volume | CogVideoX-Flash | $0.00 |
For reference, the same Seedance 2.0 model lists at $0.199/s (720p) on OpenRouter — an 18% markup at 720p and 34% at 1080p. Full comparison in the marketplace.
# create a video task (async)
curl https://aiapi-pro.com/v1/video/generations \
-H "Authorization: Bearer $NOVAI_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"doubao-seedance-2.0","prompt":"Aerial shot of a night market, warm lights","duration":5}'
# poll until status=succeeded
curl https://aiapi-pro.com/v1/video/tasks/TASK_ID \
-H "Authorization: Bearer $NOVAI_KEY"
# free test loop: swap the model
# {"model":"cogvideox-flash","prompt":"..."} — costs $0
One caveat: Chinese providers label AI-generated media under national rules, but it varies by model. In our 4 August 2026 test, Seedance 2.0 / 2.0 Fast and CogVideoX-Flash output showed no visible label, while Hunyuan Video 1.5 carries a small AI生成 corner label — see the per-model table in the watermark notice.
CogVideoX-Flash is free forever for 6-second clips. Among paid options, Seedance 2.0 Fast starts at $0.054/s and Seedance 2.0 at $0.067/s (480p).
Access is bundled into ChatGPT subscription tiers rather than a standalone metered API, which is why production teams evaluate API-first alternatives.
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