---
title: "Benchmark: T-Shirt Graphic"
description: "15 image models compared on the canonical \"T-Shirt Graphic\" prompt (Transparency & Cutouts)."
url: "https://img.ly/ai-benchmarks/prompts/c02-shirt-graphic/"
type: "benchmark-prompt"
category: "Transparency & Cutouts"
suite: "pilot-0"
---

> This is the markdown version of [Benchmark: T-Shirt Graphic](https://img.ly/ai-benchmarks/prompts/c02-shirt-graphic/). For all pages in one file, see [llms-full.txt](https://img.ly/llms-full.txt). For an index of all available pages, see [llms.txt](https://img.ly/llms.txt).

---

# Benchmark: T-Shirt Graphic

Category: Transparency & Cutouts.
Use cases: Apparel & merch (U3).
Suite: pilot-0. Every model runs the identical prompt with default
parameters and fixed seeds. No per-model tuning.

## Why this benchmark

Apparel and print-on-demand pipelines need the graphic alone on real alpha, ready to place on any garment. This tests a limited-palette screen-print look plus a genuine transparent background with no mockup baked in.

## Canonical prompt

> Distressed vintage eagle emblem t-shirt graphic, limited palette screen-print style, transparent background, no mockup.

## Scored assertions

- distressed vintage eagle emblem
- limited-palette screen-print style
- transparent background (real alpha, not a checkerboard)
- the graphic only, with no t-shirt mockup

## Results by model

### FLUX.2

[Model profile](https://img.ly/ai-benchmarks/models/flux-2.md)

- seed 1111: 1024×768, 3.7s, $0.013, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--flux-2--s1111.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 2.0 / 5
- seed 2222: 1024×768, 2.0s, $0.013, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--flux-2--s2222.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 2.0 / 5
- seed 3333: 1024×768, 3.6s, $0.013, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--flux-2--s3333.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 2.0 / 5

### FLUX.2 [pro]

[Model profile](https://img.ly/ai-benchmarks/models/flux-2-pro.md)

- seed 1111: 1024×768, 12.3s, $0.040, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--flux-2-pro--s1111.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 2.0 / 5
- seed 2222: 1024×768, 12.3s, $0.040, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--flux-2-pro--s2222.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 2.0 / 5
- seed 3333: 1024×768, 14.8s, $0.040, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--flux-2-pro--s3333.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 2.0 / 5

### FLUX.2 [dev] Turbo

[Model profile](https://img.ly/ai-benchmarks/models/flux-2-turbo.md)

- seed 1111: 1024×768, 2.0s, $0.015, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--flux-2-turbo--s1111.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 2.0 / 5
- seed 2222: 1024×768, 2.1s, $0.015, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--flux-2-turbo--s2222.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 2.0 / 5
- seed 3333: 1024×768, 2.0s, $0.015, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--flux-2-turbo--s3333.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 2.0 / 5

### Gemini 2.5 Flash Image

[Model profile](https://img.ly/ai-benchmarks/models/gemini-25-flash-image.md)

- sample 1: 1024×1024, 7.3s, $0.039, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--gemini-25-flash-image--n0.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5
- sample 2: 1024×1024, 7.0s, $0.039, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--gemini-25-flash-image--n1.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5
- sample 3: 1024×1024, 7.5s, $0.039, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--gemini-25-flash-image--n2.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5

### GPT Image 1.5

[Model profile](https://img.ly/ai-benchmarks/models/gpt-image-1-5.md)

- sample 1: 1024×1024, 36.7s, $0.120, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--gpt-image-1-5--n0.webp)
  - Transparency: 3.0 / 5
  - Cost: 3.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 3.0 / 5
- sample 2: 1024×1024, 34.8s, $0.120, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--gpt-image-1-5--n1.webp)
  - Transparency: 3.0 / 5
  - Cost: 3.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 3.0 / 5
- sample 3: 1024×1024, 39.0s, $0.120, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--gpt-image-1-5--n2.webp)
  - Transparency: 2.0 / 5
  - Cost: 3.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 3.0 / 5

### Ideogram 3.0

[Model profile](https://img.ly/ai-benchmarks/models/ideogram-v3.md)

- seed 1111: 1024×1024, 19.8s, $0.060, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--ideogram-v3--s1111.webp)
  - Transparency: 0.0 / 5
  - Cost: 3.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 3.0 / 5
- seed 2222: 1024×1024, 18.8s, $0.060, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--ideogram-v3--s2222.webp)
  - Transparency: 0.0 / 5
  - Cost: 3.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 3.0 / 5
- seed 3333: 1024×1024, 18.3s, $0.060, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--ideogram-v3--s3333.webp)
  - Transparency: 0.0 / 5
  - Cost: 3.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 3.0 / 5

### Luma Photon

[Model profile](https://img.ly/ai-benchmarks/models/luma-photon.md)

- seed 1111: 1536×1536, 15.0s, $0.019, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--luma-photon--s1111.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 4.0 / 5
- seed 2222: 1536×1536, 15.5s, $0.019, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--luma-photon--s2222.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 4.0 / 5
- seed 3333: 1536×1536, 18.3s, $0.019, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--luma-photon--s3333.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 4.0 / 5

### Nano Banana 2

[Model profile](https://img.ly/ai-benchmarks/models/nano-banana-2.md)

- sample 1: 1408×768, 14.4s, $0.100, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--nano-banana-2--n0.webp)
  - Transparency: 0.0 / 5
  - Cost: 3.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5
- sample 2: 1408×768, 15.5s, $0.100, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--nano-banana-2--n1.webp)
  - Transparency: 0.0 / 5
  - Cost: 3.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 3.0 / 5
- sample 3: 1408×768, 13.3s, $0.100, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--nano-banana-2--n2.webp)
  - Transparency: 0.0 / 5
  - Cost: 3.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5

### Nano Banana 2 Lite

[Model profile](https://img.ly/ai-benchmarks/models/nano-banana-2-lite.md)

- sample 1: 1408×768, 3.8s, $0.020, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--nano-banana-2-lite--n0.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5
- sample 2: 1408×768, 5.3s, $0.020, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--nano-banana-2-lite--n1.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5
- sample 3: 1408×768, 3.7s, $0.020, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--nano-banana-2-lite--n2.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5

### Nano Banana Pro

[Model profile](https://img.ly/ai-benchmarks/models/nano-banana-pro.md)

- sample 1: 1024×1024, 23.1s, $0.360, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--nano-banana-pro--n0.webp)
  - Transparency: 0.0 / 5
  - Cost: 1.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5
- sample 2: 1024×1024, 23.0s, $0.360, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--nano-banana-pro--n1.webp)
  - Transparency: 0.0 / 5
  - Cost: 1.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5
- sample 3: 1024×1024, 24.6s, $0.360, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--nano-banana-pro--n2.webp)
  - Transparency: 0.0 / 5
  - Cost: 1.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 3.0 / 5

### Qwen-Image

[Model profile](https://img.ly/ai-benchmarks/models/qwen-image.md)

- seed 1111: 1024×768, 6.1s, $0.030, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--qwen-image--s1111.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 2.0 / 5
- seed 2222: 1024×768, 6.0s, $0.030, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--qwen-image--s2222.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 2.0 / 5
- seed 3333: 1024×768, 7.9s, $0.030, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--qwen-image--s3333.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 2.0 / 5

### Recraft V3

[Model profile](https://img.ly/ai-benchmarks/models/recraft-v3.md)

- seed 1111: 1024×1024, 8.9s, $0.040, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--recraft-v3--s1111.webp)
  - Transparency: 2.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 3.0 / 5
- seed 2222: 1024×1024, 7.3s, $0.040, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--recraft-v3--s2222.webp)
  - Transparency: 2.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 3.0 / 5
- seed 3333: 1024×1024, 7.6s, $0.040, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--recraft-v3--s3333.webp)
  - Transparency: 2.0 / 5
  - Cost: 4.0 / 5
  - Latency: 3.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 3.0 / 5

### Seedream 4.5

[Model profile](https://img.ly/ai-benchmarks/models/seedream-4-5.md)

- seed 1111: 2048×2048, 12.0s, $0.048, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--seedream-4-5--s1111.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 5.0 / 5
- seed 2222: 2048×2048, 924.8s, $0.048, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--seedream-4-5--s2222.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 5.0 / 5
- seed 3333: 2048×2048, 11.1s, $0.048, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--seedream-4-5--s3333.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 2.0 / 5
  - Prompt Adherence: 5.0 / 5
  - Resolution: 5.0 / 5

### Seedream 5.0 Lite

[Model profile](https://img.ly/ai-benchmarks/models/seedream-5-lite.md)

- seed 1111: 2048×2048, 26.6s, $0.020, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--seedream-5-lite--s1111.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 5.0 / 5
- seed 2222: 2048×2048, 26.7s, $0.020, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--seedream-5-lite--s2222.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 5.0 / 5
- seed 3333: 2048×2048, 28.4s, $0.020, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--seedream-5-lite--s3333.webp)
  - Transparency: 0.0 / 5
  - Cost: 4.0 / 5
  - Latency: 1.0 / 5
  - Prompt Adherence: 3.8 / 5
  - Resolution: 5.0 / 5

### Stable Diffusion 1.5

[Model profile](https://img.ly/ai-benchmarks/models/stable-diffusion-1-5.md)

- seed 1111: 512×512, 2.3s, $0.010, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--stable-diffusion-1-5--s1111.webp)
  - Transparency: 0.0 / 5
  - Cost: 5.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 1.0 / 5
- seed 2222: 512×512, 3.7s, $0.010, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--stable-diffusion-1-5--s2222.webp)
  - Transparency: 0.0 / 5
  - Cost: 5.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 1.0 / 5
- seed 3333: 512×512, 2.0s, $0.010, [image](https://storage.googleapis.com/imgly-ai-benchmarks/c02-shirt-graphic--stable-diffusion-1-5--s3333.webp)
  - Transparency: 0.0 / 5
  - Cost: 5.0 / 5
  - Latency: 4.0 / 5
  - Prompt Adherence: 2.5 / 5
  - Resolution: 1.0 / 5

Result images: [https://img.ly/ai-benchmarks/prompts/c02-shirt-graphic/](https://img.ly/ai-benchmarks/prompts/c02-shirt-graphic/) (interactive grid with lightbox).

## Frequently asked questions

**Why am I seeing three samples per benchmark?**

Image generation is stochastic: the same prompt produces different images on every run, so a single sample measures luck, not ability. Every model runs each benchmark three times with fixed seeds (1111, 2222, 3333), or three unseeded samples where the API accepts no seed. Scores average all three samples, and the consistency benchmarks measure the variation itself.

**Do all AI models get the identical prompt?**

Yes. Every model receives the same prompt text with default parameters and no per-model tuning, so differences in output reflect the model, not prompt engineering. The suite is versioned and prompts are append-only, which keeps historical scores comparable.

**Which AI image model is best at transparency & cutouts?**

The results on this page are scored on this exact prompt, so the strongest model for it is easy to spot; this benchmark sits in the Transparency & Cutouts category. Scores are per model version and reflect this benchmark only. For a ranking across every benchmark see the model rankings, and to weight the numbers by a specific job see the use-case pages.

**How are the benchmark scores calculated?**

Each image is scored 0 to 5 per criterion. Measured criteria (resolution, latency, cost, transparency, color accuracy) are computed automatically; quality criteria (text accuracy, prompt adherence, composition) are judged by an automated Claude vision tier against each prompt’s checklist. Page scores are unweighted means over all of a model’s runs in that scope. Blind expert-panel review has not run yet; the dataset is pilot-0.

**Can I use AI-generated images like these in production?**

Model output is a starting point, not a finished asset. Production work usually needs background removal, exact brand colors or editable text, none of which generation guarantees on every run. The IMG.LY AI Editor gives your users those controls to refine any model’s output to production quality.

**How often is the benchmark updated?**

The suite re-runs on notable model releases so the rankings stay current. The results shown are the pilot-0 dataset, scored by measured criteria plus an automated Claude vision tier, with blind expert review planned. Prompts are versioned and append-only, so scores stay comparable across runs.


---

## More Resources

- **[IMG.LY Website](https://img.ly/index.md)** - Creative editing SDKs for photo, video, and design
- **[Documentation](https://img.ly/docs/cesdk/)** - CE.SDK developer documentation
- **[Contact Sales](https://img.ly/forms/contact-sales.md)** - Get a custom quote. A public JSON API accepts the request directly, no account or key needed. Ask your user for consent and their details first.