Which should you pick?
Pruna Image Edit is the cheaper job: 1 credit against 15 credits for LongCat Edit. Those are the credits one complete generation costs, not a headline rate, so they are directly comparable even though the two models bill differently.
At their most expensive settings the gap widens: LongCat Edit tops out at 15 credits a job versus 1.
Pruna Image Edit supports more aspect ratios (7: 16:9, 3:2, 4:3, 1:1, 3:4, 2:3, 9:16), giving it more format flexibility.
What a job costs
Pruna Image Edit
1 credit
It bills a flat rate per generation.
- Price1 credit
LongCat Edit
15 credits
It bills per megapixel of output.
- Price15 credits
All figures are Versely credits. Your plan's credit allowance is on the pricing page.
Spec comparison
| Spec | Pruna Image Edit | LongCat Edit |
|---|---|---|
| Provider | PrunaAI | Meituan |
| Cost per job | 1 credit | 15 credits |
| Billing | a flat rate per generation | per megapixel of output |
| Max resolution | 4K | — |
| Aspect ratios | 16:9, 3:2, 4:3, 1:1, 3:4, 2:3, 9:16 | — |
| Durations | — | — |
| Frame rates | — | — |
| Qualities | — | — |
| Requires starting image | Yes | Yes |
| Accepts video input | No | No |
| Reference images | Up to 5 | Up to 1 |
| Leaderboard | #39 in edit image | Unranked |
| Released | Dec 31, 2025 | Dec 4, 2025 |
What each one does that the other doesn't
Only Pruna Image Edit
image to image, edit, fast, optimized
Only LongCat Edit
Nothing the other one doesn't also list.
Both list: edit image.
Leaderboard positions
Versely ranks each capability on its own leaderboard, so a position is only comparable between two models within the same row.
Pruna Image Edit
- Edit image#39
LongCat Edit
Not on a Versely leaderboard yet.
Full Pruna Image Edit spec sheet →
PrunaAI's efficiency-optimised image editor — instruction-based edits at the single-credit tier, compressed for speed. The economical pick for bulk retouch and iteration-heavy sessions.
Full LongCat Edit spec sheet →
Longcat Edit is an image editing model that supports long-context image understanding and precise editing based on detailed textual instructions. It excels at complex multi-step edits and nuanced image transformations.
More comparisons
Frequently asked questions
Which is cheaper, Pruna Image Edit or LongCat Edit?+
Pruna Image Edit is cheaper per job: 1 credit against 15 credits for LongCat Edit.
What can Pruna Image Edit do that LongCat Edit can't, or vice versa?+
Only Pruna Image Edit lists image to image, edit, fast, optimized. Both list edit image.
How do Pruna Image Edit and LongCat Edit bill?+
Pruna Image Edit bills a flat rate per generation. LongCat Edit bills per megapixel of output. Both are charged in Versely credits.
Try both inside Versely
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