Pony Diffusion XL Prompt Guide

Master Pony Diffusion XL scoring and tag prompting for best output

A guide to prompting Pony Diffusion XL (PDXL) — the required score_9 quality-tag chain, source and rating tags, tag vocabulary, ready-made negative presets, and the CFG and step settings for consistent results across anime, realistic, and furry styles. It runs free in your browser on Gera Tools, with nothing uploaded.

Last updated Source: Gera Tools

What is the score_9 chain and why is it required?

Pony Diffusion was trained with an aesthetic-scoring system, so it expects a descending chain of score tags at the front of the prompt — typically score_9, score_8_up, score_7_up, score_6_up, score_5_up, score_4_up. This chain is the single most important thing for getting clean PDXL output, and omitting it usually produces flat, low-quality images.

Pony Diffusion XL prompting

Pony Diffusion XL (PDXL) is one of the most capable SDXL fine-tunes, spanning anime, semi-realistic, and furry styles from a single checkpoint — but it has its own non-obvious prompting conventions. Get the score chain and source tag right and it produces clean, controllable images; skip them and output looks flat. This guide assembles the correct prefix and settings for you.

How it works

Pony was trained with an explicit aesthetic-scoring scheme, so it expects a descending score chain at the very front of the prompt: score_9, score_8_up, score_7_up, score_6_up, score_5_up, score_4_up. This chain is the heart of PDXL prompting and is essentially mandatory. After it comes a source tagsource_anime, source_pony, source_furry, or source_cartoon — which steers the overall style, followed by a rating tag (this builder centers on rating_safe) and then your subject tags. The tool builds that prefix for your chosen style and pairs it with a recommended negative preset and CFG/step settings.

The four source tags and what they do

Source tagVisual style
source_animeClean anime linework, flat cel shading, vivid colors
source_ponyStylised My Little Pony-adjacent aesthetic
source_furryAnthropomorphic characters, furry art community conventions
source_cartoonWestern cartoon look, thicker outlines, exaggerated shapes

Omitting the source tag leaves Pony guessing, and results lean toward whichever style was most common in its training data for your subject matter. For predictable output, always include one.

A solid negative prompt pairing for most PDXL generations:

score_6, score_5, score_4, worst quality, low quality, bad anatomy,
bad hands, text, watermark, blurry, jpeg artifacts, extra limbs

The leading score_6, score_5, score_4 in the negative tells Pony to avoid low-rated training images — this alone eliminates a lot of the muddy, flat look. Standard quality negatives handle anatomy and compression artefacts.

CFG, steps, and sampler

A reliable baseline:

  • CFG scale: 6–7 (higher values over-saturate or add halos; lower values go soft)
  • Steps: 25–35 (below 20 often looks unfinished; above 40 rarely adds value)
  • Sampler: Euler Ancestral or DPM++ 2M Karras for most subjects

Pony handles a wider CFG range than vanilla SDXL, but the sweet spot is still moderate. If skin tones look waxy or colors are neon, lower the CFG by 1–2 before anything else.

Tips and notes

  • Never omit the score chain. It’s the difference between crisp and muddy output — always lead with it.
  • The source tag is your style switch. Same subject, different source_* tag, very different look. Experiment to find your aesthetic.
  • Use the negative score chain too. Pairing positive score_9... with negative score_4, score_5, score_6 sharpens results noticeably.
  • Moderate CFG. Around 7 with ~28 steps is a dependable baseline; back off if colors look over-saturated.