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sysone-bench

A head-to-head benchmark of open Laya against hosted Jev on byte-identical inputs in the same run, with question hashes verified identical before comparison.

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What it does

Jev's lead concentrates in multi-class and non-English questions, and the whole Jev run over 751 states cost $0.008.

How you can use it

When comparing AI tools for your project, give both programs the exact same text. A developer can use this project's method to guarantee the questions match perfectly. Always write down the exact software version. Do not improve the wording for only one tool.

A developer can start with the provided example questions and compare the saved answers. The Laya tool runs directly on your computer. The Jev tool requires an access key to connect to an outside AI service called TypeSafe. Using your own questions requires changing the code.

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