Model comparisons
Neta Lumina lists a 20% lower unit price than Prefect Pony XL. Tier prices, request fields and limits side by side.
Neta Lumina text-to-image draws one anime illustration from Danbooru-style tags, plain sentences or both, on Neta.art Lab's fine-tune of Lumina-Image-2.0. Nine aspect ratios at about one megapixel, JPEG, PNG or WebP output, and no content filter.
View model details →View sample outputs →Prefect Pony XL is a community anime and illustration checkpoint from the Pony XL lineage, built on SDXL. It takes comma-separated tag prompts of up to 5,000 characters, seven native sizes and an optional seed, in JPEG, PNG or WebP.
View model details →View sample outputs →Compare
Start with the input you have, the result you want and your budget. These are the differences that affect that choice.
Compare the published examples, then try the same input on both models with matching settings.
The Spicy Index and Freedom Score for both models, from the same daily calculation as the leaderboards.
| Measure | Neta Lumina | Prefect Pony XL |
|---|---|---|
| Spicy Index | 60.5 | 38.1 |
| Freedom Score | 100.0 | 52.0 |
| Evidence | Tested 6 of 6 probe types · 24 runs | Tested 3 of 6 probe types · 11 runs |
| Range if the rest pass | 100.0–100.0 | 52.0–100.0 |
| Price | $0.012 per image | $0.015 per image |
| Reviews | Read the Neta Lumina review | Read the Prefect Pony XL review |
Current price
A start price answers a different question than the one you have. These are the tiers both models publish, matched setting for setting, in US dollars per billed unit with no conversion step in between.
Swipe horizontally to compare all fields.
| Tier | Neta Lumina | Prefect Pony XL | Difference |
|---|---|---|---|
| Current price | $0.012 / output images | $0.015 / output images | Neta Lumina −20% |
Arithmetic on the published rates at each model's own default setting, not a quote. The console prices your actual settings before a request is accepted.
About this comparison
Every row here is read from the JSON Schema the endpoint validates against, so it matches what the API will really accept rather than a feature list written by hand.
Swipe horizontally to compare all fields.
| Controls and limits | Neta Lumina | Prefect Pony XL |
|---|---|---|
| Supported tasks | text-to-image | text-to-image |
| Aspect ratios | 1:1 · 16:9 · 9:16 · 4:3 · 3:4 · 3:2 · 2:3 · 21:9 · 9:21 | Not offered |
| Seed | Yes | Yes |
| Execution | Submit, then poll or take the callback | Submit, then poll or take the callback |
| Request timeout | 30 minutes | 30 minutes |
| Availability | Live | Live |
Do low-filter models allow every request?
Two separate facts sit behind these labels. The first is what we do, which is nothing: no platform content filter, and no maturity flag to set on a request. The second is what each model does on its own, and that is the only part that varies between these two.
Neta Lumina
This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer.
Prefect Pony XL
This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer.
Usage note SpicyAPI adds no content filter and asks for no maturity flag: every prompt runs on this endpoint the same way. What the model declines is the checkpoint's own line, not a platform rule.
Use these content labels to shortlist models, then open each model page for available examples and content-test details.
The label never changes your obligations. Age, consent, real-person likeness and the law where you operate stay with you, and SpicyAPI does not inspect each request.
Can I swap the model ID without changing the request body?
The task lifecycle is shared; the body is not. Each endpoint publishes its own JSON Schema and the API validates against that, so this is the list to reconcile before a switch.
Compare
The model identifiers are neta-art/neta-lumina/text-to-image and prefect/pony-xl/text-to-image, and both go in the same field of the same request.
Both run the same way: submit the task, then poll it or take the callback. Queueing and retry logic carry over unchanged.
Both use the same submit-and-track flow, but their required inputs may differ. Check each model page before switching.
One key, one balance, one set of spend caps. Both bill to the same account in US dollars, and the per-key daily, monthly and lifetime limits apply to whichever one you call.
Questions developers ask
Neta Lumina has the lower listed unit price by 20%. Prices may change; check the estimate shown for your actual settings before submitting.
Neta Lumina allows 30 minutes per task and Prefect Pony XL allows 30. Those are ceilings rather than typical times — most requests finish far sooner — but they are what your own client timeout has to survive.
Prices and capabilities shown here come from the current public model catalogue. Check each model page for its latest inputs and examples.