What One AI Generation Actually Costs

Images, video, 3D and speech, measured from 30 days of real paid calls. Median image $0.034, video clip $0.308, 3D $0.277, speech $0.0008.

Quick facts (checked 2026-10-22): 111 live models through one OpenAI-compatible API · 0% platform markup, provider list price passed through · free tier gives 10 free-model calls/day · machine-readable prices: china-ai-leaderboard.json · agent index: llms.txt

Media pricing is quoted per image, per second, per generation and per character — four units that do not convert into each other on a pricing page. So here is the same exercise as our text-call analysis, run on media: every paid generation-of-one-kind we served in 30 days, aggregated by modality.

The measured distributions

ModalityCallsMedianp90Max
Image — Seedream family79$0.034$0.046$0.092
Image — WAND Vega44$0.069$0.146$0.146
Video121$0.308$0.462$1.231
3D17$0.277$0.369$0.369
Speech (TTS)75$0.0008$0.0019$0.004
Read the sample sizes. Video (121) and images (123) are reasonably populated; 3D (17) is small and should be treated as directional. Speech calls are cheap enough that the distribution is tight regardless.

Four things this shows

1. Video is roughly 9x an image

Median video clip $0.308 versus $0.034 for a Seedream image. The multiplier is not arbitrary: a 5-second clip is 120+ frames of generation, and video models are billed per second of output (or per token, which scales the same way).

2. Speech is effectively free at the margin

73 paid speech calls cost $0.28 in total. Text-to-speech is billed per character rather than per GPU-second, which is why it sits roughly 40x below an image and 380x below a video clip. If you are adding voice to a product, the cost is not the constraint — latency and voice quality are.

3. 3D is video-adjacent, not premium

Median $0.277 per 3D generation, close to a video clip. Large-mesh or texture-heavy generations push toward the $0.37 p90.

4. List price is a floor, not an estimate

Seedream list prices start at $0.027 per image, but the measured median is $0.034 — because real requests use higher resolutions and pro tiers. Plan with measured medians, not the cheapest row of the pricing table.

At scale

WorkloadAt measured median
1,000 images$34
1,000 video clips (5s)$308
1,000 3D models$277
1,000 speech clips$0.80

For a marketing video workflow — say 200 clips a month — that is about $62 at the median. The same budget buys 1,800 images.

Part of the measured-cost series: all cost analyses — call distributions, the markup audit and routing savings, computed from real billing data.

FAQ

What does one AI video generation cost?

Median $0.308 per generated clip across 121 paid video calls in 30 days, with a 90th percentile of $0.462 and a maximum of $1.231. Price depends on model, resolution and clip length.

What does one AI image cost?

Median $0.034 for Seedream-family images and $0.069 for WAND Vega images. List prices start lower (about $0.0215) for the cheapest model at base resolution; the measured median is higher because real requests use higher resolutions and pro tiers.

Why is text-to-speech so much cheaper?

Speech is billed per character, not per second of GPU compute. 73 paid speech calls cost $0.28 in total — a median of $0.0008 per call.

Is 3D generation more expensive than video?

In this sample they are close: median $0.277 per 3D generation versus $0.308 per video clip. But the 3D sample is small (17 calls), so treat it as directional.

Price the whole catalog yourself

Every model per image, per second and per token, from one endpoint with 0% markup. Free tier to test, $2 credit on signup.

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Distributions measured from NovAI usage logs over the 30-day window ending 2026-10-22 (336 paid media generations; free-tier calls excluded). Per-model list prices at /china-ai-leaderboard.json.