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Model comparisons

Prefect Pony XL vs Qwen Image 2.1

Prefect Pony XL or Qwen Image 2.1, tier by tier: matched prices, request fields, limits and the content policy measured on each.

Prefect Pony XL

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 →

Qwen Image 2.1

Qwen Image 2.1 text-to-image is Alibaba's open-weight model: a 5,000-character prompt becomes one image at 1k, 1.5k or 2k in fifteen aspect ratios, as JPEG, PNG or WebP. Transparent backgrounds are available, and there is no content filter.

View model details →View sample outputs →

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The short answer

Start with the input you have, the result you want and your budget. These are the differences that affect that choice.

  • The two bill on different tiers, so there is no like-for-like row: Prefect Pony XL starts at $0.015 / output images and Qwen Image 2.1 at $0.024 / output images.
  • Both are listed as Uncensored. Compare the examples and content-test details on each model page for the scenes you want to create.

Compare the published examples, then try the same input on both models with matching settings.

Test scores side by side

The Spicy Index and Freedom Score for both models, from the same daily calculation as the leaderboards.

Test scores side by side
MeasurePrefect Pony XLQwen Image 2.1
Spicy Index38.178.0
Freedom Score52.096.3
EvidenceTested 3 of 6 probe types · 11 runsTested 6 of 6 probe types · 34 runs
Range if the rest pass52.0–100.096.3–98.3
Price$0.015 per image$0.024 per image
ReviewsRead the Prefect Pony XL reviewRead the Qwen Image 2.1 review
See both on the leaderboard →

Current price

Price at the same setting

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.

These two bill on different tiers, so there is no row to line up. Each one's own published tiers are listed here instead.

Prefect Pony XL: $0.015 / output images

Qwen Image 2.1: 1K $0.024 / output images · 1.5k $0.048 / output images · 2K $0.048 / output images

What one ordinary job costs

  • Prefect Pony XL: $1.5 for one hundred images.
  • Qwen Image 2.1: $2.4 for one hundred images at 1K.

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

Controls and limits

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.

Prefect Pony XL vs Qwen Image 2.1
Controls and limitsPrefect Pony XLQwen Image 2.1
Supported taskstext-to-imagetext-to-image
Resolution tiersNot offered1K · 1.5k · 2K
Aspect ratiosNot offered1:1 · 16:9 · 9:16 · 4:3 · 3:4 · 3:2 · 2:3 · 21:9 · 9:21 · 2:1 · 1:2 · 3:1 · 1:3 · 5:4 · 4:5
High-resolution tierNoYes
SeedYesYes
ExecutionSubmit, then poll or take the callbackSubmit, then poll or take the callback
Request timeout30 minutes30 minutes
AvailabilityLiveLive

Do low-filter models allow every request?

Content policy, side by side

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.

Prefect Pony XL

Uncensored

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.

Qwen Image 2.1

Uncensored

This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer.

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?

Request body, field by field

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.

  • 3 fields appear in both request bodies under the same names. seed, prompt, output_format
  • Only Prefect Pony XL accepts: size.
  • Only Qwen Image 2.1 accepts: background, resolution, aspect_ratio, enable_prompt_expansion.
  • Prefect Pony XL requires prompt.
  • Qwen Image 2.1 requires prompt.
  • Both reject unknown fields outright, so a parameter left over from the other model comes back as a validation error instead of being quietly ignored.

How to choose

How to choose

High-resolution delivery

Qwen Image 2.1 supports a high-resolution option.

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Moving from one to the other

The model identifiers are prefect/pony-xl/text-to-image and alibaba/qwen-image-2.1/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

Which is cheaper, Prefect Pony XL or Qwen Image 2.1?

Which is cheaper, Prefect Pony XL or Qwen Image 2.1?

The two bill on different tiers, so there is no like-for-like row: Prefect Pony XL starts at $0.015 / output images and Qwen Image 2.1 at $0.024 / output images. Prices may change; check the estimate shown for your actual settings before submitting.

How long can a single request run?

Prefect Pony XL allows 30 minutes per task and Qwen Image 2.1 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.