August 13, 2026
Same prompt, different drama
Choosing an AI model: one prompt, 11 models, different results
Netlify’s AI showdown had commenters cheering, nitpicking, and roasting the same coffee shop look
TLDR: Netlify added more AI choices and showed what 11 models do with the same website requests, hoping to help people pick the best fit. Commenters immediately turned it into a debate over cost, fairness, and why so many AI-made sites still look weirdly similar.
Netlify tried to answer the internet’s biggest current panic spiral: which AI should I pick, and am I wasting money if I choose the wrong one? The company rolled out access to more models through OpenRouter and then fed the same prompt to 11 different AI systems to see what happened. On paper, it’s a practical feature update. In the comments, though, it turned into a full-on review panel with vibes, side-eyes, and a little design snobbery.
The loudest reaction? A lot of people think these AI-made sites are starting to blur together. One commenter looked at the simple coffee shop test and basically sighed that it was "quite depressing how much alike these all look," with one version still giving off unmistakable “AI vibes.” Ouch. That was the mood-setting roast: yes, the tools are impressive, but are they all serving the same suspiciously polished beige café aesthetic?
Others were more generous, saying these side-by-side tests are actually fun because they show the price tag along with the results. That turned the whole thing into less of a beauty contest and more of a "show me what I get for my money" drama. But skeptics also jumped in to warn that with only three runs per model, people shouldn’t act like this is the final word on who’s best. Meanwhile, one reader praised the post for being more enjoyable than the usual dry benchmark content, and another wanted a deeper face-off between two models because one felt less robotically samey. In other words: Netlify brought the test, but the crowd brought the taste judgment.
Key Points
- •Netlify announced a partnership with OpenRouter that lets projects access OpenRouter models through Netlify’s AI Gateway.
- •Netlify expanded Agent Runners to support additional coding models, including Kimi K3, GLM 5.2, and DeepSeek V4.
- •To support a wider range of models in Agent Runners, Netlify added the open-source OpenCode agent alongside previously supported options such as Claude Agent, OpenAI Codex, and Gemini CLI.
- •Netlify uses its open-sourced AXIS tool to evaluate models by running prompts, checking generated sites, and scoring functional correctness rather than design quality.
- •The article’s comparison used three test scenarios: a coffee shop site, a shared to-do list app with photo upload, and an AI recipe app based on ingredients users have at home.