# TypeSafe's Jev: Independent Benchmark Against LLMs (with code)

> Source: <https://dev.to/pravvich/typesafes-jev-independent-benchmark-against-llms-with-code-3deh>
> Published: 2026-09-27 08:34:27+00:00

I built an independent benchmark to test TypeSafe's Jev model against GPT-4, Claude, and Gemini on classification tasks.

Jev is a different kind of model — instead of generating text, it outputs probabilities for given answer choices. This makes it particularly interesting for:

The benchmark covers spam detection, sentiment analysis, and topic classification tasks with full reproducible code.

Read the full article + code on Medium:

[https://medium.com/@pravvich/typesafes-jev-beyond-the-hype-an-independent-benchmark-8bdc1c99d000GitHub](https://medium.com/@pravvich/typesafes-jev-beyond-the-hype-an-independent-benchmark-8bdc1c99d000GitHub) repo:

[https://github.com/PavelRavvich/jev-bench](https://github.com/PavelRavvich/jev-bench)

Connect with me on LinkedIn:

[https://www.linkedin.com/in/pavel-ravvich/](https://www.linkedin.com/in/pavel-ravvich/)