Tested, not listed

Which AI model
should you use?

We run every model on the same real jobs, grade the results blind, and show you what each one costs per usable result.

This week's matchup · image

Same prompt, two models

See the full comparison
Barista holding a latte in a sunlit café, generated by GPT Image 2.5 Barista holding a latte with rising steam in a sunlit café, generated by Seedream 5.0 Pro A · GPT Image 2.5 B · Seedream 5.0 Pro
Prompt

Photorealistic portrait of a young woman barista in a sunlit cafe, steam rising from a latte she is holding, shallow depth of field, 35mm film look, natural skin texture, warm morning light

Cost per image (Higgsfield, 1K)0.5 vs 1.25 credits
Steam visible, as askedfaint vs clear
Generated29 Oct 2026

Move across the image to compare. Showing 50% A and 50% B.

Choose by the job you need done

9 areas · 60 jobs · 24 tested at launch
01 Video
Realistic human video Talking presenters (口播) Comic drama (漫剧)
12 jobs
02 Image & design
Posters with Chinese text Ecommerce product photos Character sheets for video
10 jobs
03 Writing
SEO blog articles WeChat articles (公众号) Xiaohongshu posts
8 jobs
04 Work & office
PPT decks Résumés and cover letters Spreadsheets and data
7 jobs
05 Research & study
Deep research reports Literature reviews and citations Reading papers and PDFs
7 jobs
06 Health & life
Explaining checkup reports Medication questions Diet plans
4 jobs
07 Code & build
Websites without coding Coding assistants WeChat mini programs
5 jobs
08 Audio & voice
Voiceover in 4 languages Voice cloning Music for videos
4 jobs
09 Translation
Documents and websites Subtitles Language practice
3 jobs

Just released

All releases
Date Model Status Next
22 Oct
Veo 3.1 Preview
Google · now Gemini Omni 1.1 Flash
Retired Alternatives
15 Oct
Kling 4.0
Kuaishou · video
Live · API soon First tests
7 Oct
GPT-6 in ChatGPT
OpenAI · chat
Available First tests
6 Oct
Nano Banana 2.1
Google · image
Available First tests
28 Sep
Eleven v4
ElevenLabs · voice
Available First tests

Price check

Full price tracker
Model List price Per usable result
Claude Opus 5.5
Anthropic API
$4 in · $20 out
per 1M tokens
testing
Seedance 2.5
Atlas Cloud API
from $0.134
per second
testing
Kling 3.0
Kuaishou API
$0.084 to $0.42
per second
testing
Wan 3.0
Alibaba API
$0.05 to $0.20
per second
testing
GPT Image 2.5
Higgsfield
0.5 credits
per 1K image
testing

List prices from vendor pages, checked 29 Oct 2026. "Per usable result" adds the retries we measure in testing.

How we test

Step 1

Same prompt, every model

Identical briefs, settings and reference images. Our Reference Kit is public, so you can rerun any test.

Step 2

Graded blind

Four graders score outputs without knowing which model made them, on a rubric written for that job. We correct for strict and generous graders and say how much they agreed.

Step 3

Cost per usable result

We count the retries it took, so you see what a good result really costs, not just the list price.

Scores are never for sale. Sponsored evaluations are labeled, and sponsors never see results before they're published. Read our methodology.

What launched, what changed in price, what won

One email every Monday. No hype, just test results.

For model makers

Launching a model? Get an independent test on launch day, in English, Chinese and Japanese.

See Launch Lab