How should I estimate AI UGC ad video costs?

Start with the number of usable videos you need each month, multiply by clip length, and add retries for failed or rejected generations. Then compare platforms by quality level and pricing model.

Why do retries matter for AI video cost?

Retries matter because most teams pay for generated attempts, not only final clips. Cost per usable video is usually higher than the provider's raw per-second or credit price.

Use case calculator

Estimate AI UGC ad video costs

Calculate the AI generation budget for UGC-style ad videos, including creative variants, retries, and quality levels.

PlatformVideos per monthSeconds per videoRetries per usable video

Estimated monthly cost$79.98$2.00 per usable video on Kling AINeeds logged-in check · Global / ChinaOfficial pricing

Cheapest estimatePixVerse$24.00 per month with these inputs

Cost per finished minute$15.00Uses final usable seconds, not every generated attempt

Retry exposure640 sec120 total generations for 40 usable videos

Billable workload960 secOfficial mainland release listed Gold at RMB 66/mo for 660 credits; Kling 3.0 guide lists 720p no-audio at 6 credits/sec, 1080p no-audio at 8 credits/sec, and native audio up to 12 credits/sec.

PlatformMonthlyPer usable video

PixVerseCheapest$24.00$0.60 Pika$26.31$0.66 Hailuo$29.76$0.74 Haiper$31.68$0.79 Hunyuan Video$40.03$1.00 Luma AI$46.08$1.15 Vidu$48.00$1.20 Kling AISelected$79.98$2.00 Wan$82.57$2.06 Adobe Firefly$95.90$2.40 Sora (API sunset)$96.00$2.40 Veo$96.00$2.40 Runway$115$2.88 Seedance$145$3.63

Use case calculator

Estimate AI UGC ad video costs

UGC-style ads often require many small creative tests: different hooks, spokesperson styles, product shots, and calls to action. This page helps estimate how much those variants cost before a campaign begins.

Budget signals to model

Count each hook or spokesperson variation as a separate usable output if it will be reviewed or tested.
Increase retries for human-heavy scenes where expressions, hands, and product handling matter.
Keep generation cost below the value of the creative learning you expect from the ad test.

Workflow notes

Generate rough variants first, then spend premium-quality budget only on the best angles.
Use consistent product images and prompt structure so differences between variants are intentional.
Check usage rights and disclosure requirements before publishing synthetic UGC-style clips.

Related calculators

Compare platforms for this workload

Kling AICreators comparing China and global subscription credit valueOfficial mainland release listed Gold at RMB 66/mo for 660 credits; Kling 3.0 guide lists 720p no-audio at 6 credits/sec, 1080p no-audio at 8 credits/sec, and native audio up to 12 credits/sec.HailuoLower-cost API video testing and batch creative explorationMiniMax Standard package is $1,000 for 3,760 units; Hailuo 2.3 Fast 768p/6s deducts 0.7 unit and 1080p/6s deducts 1.3 units.RunwayTeams comparing Runway API models and web subscription valueRunway API credits cost $0.01 each; Gen-4.5 is 12 credits/sec and Veo 3.1 audio is 40 credits/sec.PikaCreators making short social videos with plan creditsPika yearly Standard is $8/mo with 700 monthly video credits; Pika 2.5 text-to-video and image-to-video costs 12 credits for 5s at 480p, 20 credits for 5s at 720p, and 40 credits for 5s at 1080p.