---
title: "Discussion on \"The vendor lock-in problem in AI testing: how an AI gateway solves it\" | Hashnode"
description: "Discussion on \"The vendor lock-in problem in AI testing: how an AI gateway solves it\". tldr: Most AI testing tools hardcode you to one model provider. Passmark routes every AI call through a gateway, so a provider outage or price hike doesn't take your test suite down with it.\n\nThe lock"
url: "https://hashnode.com/posts/ai-gateway-vendor-lock-in-testing-2026/6a4cba6f51db2ba0f401ef38"
---

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[Ankit Kumar](https://hashnode.com/@Ankit6055)

Software Engineer @Bug0, contributing writer to The Foreword by Hashnode

Jul 7

# [The vendor lock-in problem in AI testing: how an AI gateway solves it](https://bug0.com/blog/ai-gateway-vendor-lock-in-testing-2026?utm_source=hashnode&utm_medium=feed)

tldr: Most AI testing tools hardcode you to one model provider. Passmark routes every AI call through a gateway, so a provider outage or price hike doesn't take your test suite down with it. The lock

bug0.com 6 min read

[#ai-testing](https://hashnode.com/tag/ai-testing) [#passmark](https://hashnode.com/tag/passmark) [#ai-gateway](https://hashnode.com/tag/ai-gateway)

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