One prompt through all 19 Sume image model ids costs $1.36
One prompt on every image id in Sume's catalog at default tier: $1.36 for 19 images, $1.09 without the older ChatGPT Image 2. Table and a Python loop.

If you are choosing an image model for a product, the cheapest honest test is one prompt through everything. Sume's catalog lists 19 canonical image ids today (GET /v1/images/models, read 2026-10-07; google/nano-banana-2 is retired and runs as 2.1). At each model's default tier, one image apiece costs $1.358 in total.
Drop the older openai/gpt-image-2, which is the single most expensive row at its catalog display rate of high quality at 1024 square, and the sweep is $1.09425. That is the price of looking at 18 different answers to one brief.
Price per image at default tier
Prices here are Sume's list-times-1.25 figures. The catalog states the billable formula as "list × 1.25 → ceil usd cents", so treat the dollar amounts as the pre-rounding value and read the exact charge from billable_amount_usd_micros in the submit envelope. Failed or cancelled generations are not billed.
| Model id | Tier priced | Price per image |
|---|---|---|
| higgsfield/soul | 720p | $0.005 |
| x-ai/grok-image | default | $0.025 |
| qwen/qwen-image | default | $0.025 |
| google/imagen-4-fast | default | $0.025 |
| bytedance-seed/seedream-4 | default | $0.0325 |
| black-forest-labs/flux.2-pro | default | $0.0375 |
| bytedance-seed/seedream-5-lite | default | $0.04375 |
| bytedance-seed/seedream-4.5 | default | $0.05 |
| recraft/recraft-v4 | default | $0.05 |
| black-forest-labs/flux.2-flex | default | $0.0625 |
| openai/gpt-image-2.5 | high, 1024 | $0.06588 |
| openai/gpt-image-2.5-sunburst | high, 1024 | $0.06588 |
| google/imagen-4-ultra | 2K default | $0.075 |
| ideogram/ideogram-v3 | default | $0.075 |
| ideogram/ideogram-v4.5 | medium | $0.075 |
| qwen/qwen-image-max | default | $0.09375 |
| google/nano-banana-2.1 | 1K | $0.10 |
| google/nano-banana-pro | 1K | $0.1875 |
| openai/gpt-image-2 | high, 1024 | $0.26375 |
| All 19, one image each | $1.358 |
Reading the sweep
Six of the 19 ids bill under 5 cents: Soul, Seedream 4.0, Grok Imagine, Qwen Image, Imagen 4 Fast and Seedream 5 Lite. Use them for the first look. Pay for a pricier model only on the brief where the cheap ones fail, not by default.
Five ids are text-to-image only (Soul, Imagen 4 Fast, Imagen 4 Ultra, Recraft V4, Qwen Image Max). If your brief includes a reference photo, the sweep is 14 ids, not 19: the rest return 400 on input_references.
The loop
It lists the catalog, sends the same prompt to each id, and prints the cost Sume reports. Use mode: "async" if you would rather collect results later; here we read each response and accept that some may come back as 202.
import os, requests
H = {"Authorization": "Bearer " + os.environ["SUME_API_KEY"]}
B = "https://api.sume.com/v1/images"
models = requests.get(B + "/models", headers=H, timeout=30).json()["data"]
total = 0.0
for m in models:
r = requests.post(B, headers=H, timeout=60,
json={"model": m["id"], "prompt": "a ceramic teapot on a wooden table, soft window light"})
if r.status_code == 200:
body = r.json()
total += body["usage"]["cost"]
print(m["id"], body["data"][0]["url"])
else:
print(m["id"], r.status_code)
print("total", round(total, 4))Source: Sume Image API docs (read 2026-10-07). The loop sends one request per catalog row and bills each completed image.
Sources
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