Side-by-Side Model Response Tester (BYO Key)

Send the same prompt to two LLMs and compare outputs instantly

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Side-by-side model response tester

Choosing between models is a lot easier when you can see them answer the same prompt at the same time. This split-screen tool runs one prompt against two models — any mix of OpenAI, Anthropic, and Google — using your own API keys, and shows both responses next to each other along with latency and token usage. It turns model selection from guesswork into a direct, repeatable comparison.

How it works

You configure two sides independently: a provider and model for A and for B, plus the matching API key for each provider. You write a single system and user prompt; both sides receive it identically, with the same temperature and max-token settings, so the only variable is the model. When you run, the tool fires both requests in parallel, times each one, and renders the two responses side by side with their token counts. The two calls are independent — if one side errors on a bad key or rate limit, the other still returns. Nothing is stored; your keys live only in the page until you refresh.

Tips and notes

  • Hold everything else constant. Same prompt, temperature, and max tokens — that is the whole point of a fair comparison.
  • Run more than once. Latency fluctuates and higher-temperature outputs vary; a few runs give a truer picture than one.
  • Compare cost, not just quality. A model that is marginally better but twice the tokens may lose on price at scale — watch the token counts.
  • Mix providers freely. Pit GPT-4o against Claude or Gemini directly; just supply the key for each provider you pick.
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