Use Cases
Explore curated hubs built from our most popular AI image and video use cases.
Seedream 5 vs QWEN Image Max: Which Keeps a Face?
We placed the same character into a new scene with both. Seedream 5 used a real photo for 1.25 credits. QWEN Image Max cannot and guessed from text fo...
Seedream and Seedance Models Compared: Price and Specs
Seedream makes images from 1 credit. Seedance makes video from 1 credit a second. Every price and limit read from the model config files on August 26,...
Text to Music Pricing: 0.2 Credits Per Second, Explained
Text to Music bills 0.2 credits per second in 5-second steps: 6 credits for 30 seconds, 60 credits for the 5-minute cap. Here is the exact formula.
Text to Speech Cost: 0.5 Credit Floor Covers 187 Words
Text to Speech costs 0.5 credits for up to 187 words, then 2 credits per 750 words after that. Here is the exact word-count formula read from the pric...
Topaz Video AI Alternatives: Hosted Video Upscaling
Topaz runs on your own GPU. The hosted alternative charges 1 credit per second. Our 5 second clip went from 960 square to 1440 square in about 152 sec...
VEO 3.1 Fast Cost and Speed: 12 Credits, About 178s
VEO 3.1 Fast costs 3 credits per second. Our image-to-video test cost 12 credits for 4 seconds, finishing in about 178 seconds on August 26, 2026 with...
VEO 3.1 Lite Cost: 6 Credits, an Aspect Ratio Surprise
VEO 3.1 Lite costs 1.5 credits per second at 720p. Our test cost 6 credits, took about 102 seconds, and returned the wrong aspect ratio with unexpecte...
VEO 3.1 Standard Cost and Speed: 32 Credits, About 139s
VEO 3.1 Standard costs 8 credits per second. Our image-to-video test cost 32 credits for 4 seconds and finished in about 139 seconds on August 26, 202...
VEO 3.1 Standard vs Kling 2.6 Pro: Cost and Speed Test
VEO 3.1 Standard charges 8 credits per second. Kling 2.6 Pro charges 3. We animated the same image with both models and timed each run on August 26, 2...
Every VEO 3.1 Model Compared: Lite, Fast, Standard
VEO 3.1 ships as three tiers: Lite at 1.5 credits a second, Fast at 3, Standard at 8. Every rate and limit read from the model config files on August ...
Video Autocaption Cost: 5 Credits, Any Video Length
Video Autocaption is a flat 5 credits no matter how long the source video runs. Here is what highlight_color does and how it compares to per-second vi...
Video Reframe Cost: 1.5 Credits Per Second, Seven Ratios
Video Reframe bills 1.5 credits per second, so a 5-second clip is 8 credits and the 30-second max is 45. Here are the seven ratios and crop controls.