Coffee pouch with a 3-line label
The same prompt, sent to every model.
E-commerce packshot of a matte kraft paper stand-up coffee pouch with a resealable zip, on a plain warm white background with a soft contact shadow, a few roasted coffee beans in front. The label has three lines of text: "HIGHLAND ROAST" in bold serif, "Single Origin · Ethiopia" below it, and "250 g" at the bottom.
What this tests
- All three label lines spelled exactly: "HIGHLAND ROAST", "Single Origin · Ethiopia", "250 g"
- Kraft paper texture and matte finish look real
- Pouch shape with zip and gusset is plausible
- Clean white background with a soft contact shadow
Quality vs. price
Each dot is one model's image for this prompt: higher is better, further left is cheaper.
| Model | Score | Price per image |
|---|---|---|
| FLUX.2 [dev] | 4.75 | $0.01 |
| FLUX.2 [pro] | 3.75 | $0.03 |
| GPT Image 2 | 4.75 | $0.14 |
| Grok Imagine 2.0 | 4.50 | $0.07 |
| Ideogram V4.5 | 4.75 | $0.09 |
| Krea 2 Turbo | 4.50 | $0.008 |
| Nano Banana Pro | 4.75 | $0.15 |
| Qwen Image 3 | 4.50 | $0.05 |
| Recraft V4.1 | 4.25 | $0.04 |
| Seedream 5.0 Pro | 3.50 | $0.07 |
Quality vs. time to image
Wait for this image, including queue time: higher is better, further left is faster.
| Model | Score | Time to image |
|---|---|---|
| FLUX.2 [dev] | 4.75 | 5.8 s |
| FLUX.2 [pro] | 3.75 | 8.6 s |
| GPT Image 2 | 4.75 | 78 s |
| Grok Imagine 2.0 | 4.50 | 45 s |
| Ideogram V4.5 | 4.75 | 9.7 s |
| Krea 2 Turbo | 4.50 | 2.7 s |
| Nano Banana Pro | 4.75 | 20 s |
| Qwen Image 3 | 4.50 | 13 s |
| Recraft V4.1 | 4.25 | 11 s |
| Seedream 5.0 Pro | 3.50 | 73 s |
Editor 5.0 · AI 4.8 · $0.145 · 77.7 s
Editor: Flawless.
AI judge: Label reads exactly HIGHLAND ROAST / Single Origin · Ethiopia / 250 g in clean serif type. The kraft texture, zip, bottom gusset and soft contact shadow all look convincing, and the beans are scattered in front naturally. A polished, if conventional, packshot.
Editor 5.0 · AI 4.5 · $0.070 · 44.9 s
Editor: The only miss is the background, which turned slightly creamy instead of white; otherwise flawless.
AI judge: All three label lines are spelled exactly, with a bold condensed serif headline, on a believable kraft pouch with zip and white background. The contact shadow is faint, and the beans look somewhat uniform and copy-pasted. The overall look is clean but a little flat.
Editor 5.0 · AI 4.8 · $0.090 · 9.7 s
Editor: Perfect in my book too, though there are a few too few coffee beans.
AI judge: Very realistic kraft pouch with a convincing zip, matte finish and soft contact shadow on a warm white background. The text is spelled exactly, but HIGHLAND ROAST is a spaced, fairly light serif rather than a clearly bold one. Only a handful of beans, which still satisfies the prompt.
Editor 5.0 · AI 4.8 · $0.150 · 20.3 s
Editor: Flawless, in my view.
AI judge: All three label lines are exact and legible in bold serif, on a realistic matte kraft pouch with zip and a soft contact shadow. The bean pile is off to the right rather than centered in front, and the composition leaves a lot of empty space at the top. There are no visible defects.
Editor 4.5 · AI 4.8 · $0.012 · 5.8 s (2.9 s generating)
Editor: Something slipped at the right end of the zip, and the white background came out yellowish cream.
AI judge: All three lines are exact ("HIGHLAND ROAST" in bold serif, "Single Origin · Ethiopia", "250 g"), with matte kraft texture, a visible zip, beans in front and a soft contact shadow on warm white. Clean and believable packshot, though the label looks slightly flat-pasted and the gusset is barely readable.
Editor 4.5 · AI 4.5 · $0.0080 · 2.7 s (1.0 s generating)
Editor: The coffee beans are somewhat oversized, otherwise everything is right. The lettering and the square label look too perfect, with no creasing at all.
AI judge: All three label lines are spelled exactly, with HIGHLAND ROAST in bold serif, and the pouch has a visible zip, tear notches and kraft texture. The clean warm white background and bean pile match the brief, though the contact shadow is very faint and the label looks slightly flat and pasted on.
Editor 4.3 · AI 4.5 · $0.050 · 13.1 s
Editor: The text sits very low, and the whole package feels too plain and too straight, as if the pouch had no bottom. A bit odd.
AI judge: All three label lines are spelled exactly, with HIGHLAND ROAST in a bold serif on a cream label, and the pouch has a zip, tear notches and kraft texture. The warm white background, soft contact shadow and bean pile match the brief. The render is slightly clean and CG-like, and the bottom gusset is barely defined.
Editor 4.0 · AI 3.8 · $0.030 · 8.6 s
Editor: Odd bubble-like artifacts along the zip line, and an unrequested emblem appeared in the middle of the pouch.
AI judge: All three requested lines are spelled correctly and the kraft pouch with zip looks realistic. However, there is an unrequested emblem with garbled pseudo-text ("EOTIF"-like) in the middle of the pack, and no distinct label. The beans are a small cluster with a believable shadow.
Editor pending · AI 4.3 · $0.035 · 10.9 s
AI judge: All three text lines are spelled exactly and HIGHLAND ROAST is a bold serif, printed straight onto a realistic crinkled kraft pouch with a zip and a soft shadow. The text sits directly on the bag with no separate label, and 250 g floats far below the other lines. The background is cool pure white rather than warm white, and the pouch is slightly asymmetric.
Editor pending · AI 3.5 · $0.068 · 72.7 s
AI judge: Beautiful, realistic kraft pouch with a zip, a visible side gusset, a soft shadow and scattered beans. The label ignores the three-line spec: it adds a logo, tasting notes and origin details, sets the second line as SINGLE ORIGIN · ETHIOPIA in all caps, and writes 250g with a superscript g instead of 250 g. HIGHLAND ROAST itself is spelled correctly, but it is a regular-weight serif rather than bold.