# AI tools for “ML testing”

385 matching tools; showing 24, ranked by relevance.

Related categories: [ai-testing](https://openaitools.app/category/ai-testing.md)

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Why it matched | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Openlayer](https://openaitools.app/tool/openlayer) | 48,415 | -6.4% | Freemium, Contact for Pricing | AI governance, testing, and observability for regulated enterprises | category: ai-testing; keywords 100%; semantic match | [.md](https://openaitools.app/tool/openlayer.md) |
| 2 | [Mindgard](https://openaitools.app/tool/mindgard) | 153,455 | +1.3% | Contact for Pricing | Attack-led AI security testing and red teaming | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/mindgard.md) |
| 3 | [huntr](https://openaitools.app/tool/huntr-com) | 45,283 | -61.9% | Free | The bug bounty platform built for AI and ML security | keywords 100%; semantic match | [.md](https://openaitools.app/tool/huntr-com.md) |
| 4 | [Alfa PTE](https://openaitools.app/tool/alfapte) | 886,734 | -15.1% | Freemium | PTE practice tests with instant AI scoring and realistic mock exams | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/alfapte.md) |
| 5 | [KaneAI](https://openaitools.app/tool/kaneai) | 901,340 | +13.2% | Freemium, Paid, Contact for Pricing | GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/kaneai.md) |
| 6 | [Qase](https://openaitools.app/tool/qase) | 319,213 | -25.5% | Freemium, Free Trial, Contact for Pricing, Free | Ship with confidence: one system of record for manual, automated, and CI tests | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/qase.md) |
| 7 | [Adversa AI](https://openaitools.app/tool/adversa-ai) | 15,868 | +10.4% | Contact for Pricing | Coding agent security that stops AI-driven risk before it lands | category: ai-testing; keywords 100%; semantic match | [.md](https://openaitools.app/tool/adversa-ai.md) |
| 8 | [Momentic](https://openaitools.app/tool/momentic) | 68,819 | -15.2% | Freemium, Usage-based, Enterprise | Agentic AI QA engineer for web, iOS, and Android testing | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/momentic.md) |
| 9 | [Maestro Studio Desktop Beta](https://openaitools.app/tool/maestro-studio-desktop-beta) | 102,589 | -22.4% | Freemium | Open-source, human-readable UI testing for mobile and web | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/maestro-studio-desktop-beta.md) |
| 10 | [testRigor](https://openaitools.app/tool/testrigor-com) | 105,865 | -2.7% | Free Trial, Contact for Pricing, Free | Write end-to-end test automation in plain English, no code required | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/testrigor-com.md) |
| 11 | [TestSprite](https://openaitools.app/tool/testsprite) | 114,205 | +15.8% | Freemium | Agentic end-to-end testing that writes, runs and heals your test suite | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/testsprite.md) |
| 12 | [Katalon](https://openaitools.app/tool/katalon-studio) | 158,090 | -29.6% | Freemium, Free Trial, Paid, Contact for Pricing | AI-augmented quality platform for web, mobile, API and desktop testing | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/katalon-studio.md) |
| 13 | [Shiplight AI](https://openaitools.app/tool/shiplight-ai) | 33,676 | -8.2% | Contact for Pricing | Agent-native end-to-end testing that maintains itself | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/shiplight-ai.md) |
| 14 | [Hallo](https://openaitools.app/tool/hallo-ai-language-learning) | 363,490 | +38% | Contact for Pricing | AI language and skills assessments for hiring and education | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/hallo-ai-language-learning.md) |
| 15 | [Autify](https://openaitools.app/tool/autify-com) | 60,130 | +6% | Contact for Pricing | AI testing platform for the entire software testing lifecycle | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/autify-com.md) |
| 16 | [Maxim AI](https://openaitools.app/tool/maxim-ai) | 121,351 | +10% | Contact for Pricing, Free Open Source | Evaluate, monitor, and govern your AI applications in production | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/maxim-ai.md) |
| 17 | [QA.tech](https://openaitools.app/tool/qa-tech) | 30,550 | -4.4% | Paid, Contact for Pricing | Autonomous AI QA agents that verify your web and mobile app on every pull request | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/qa-tech.md) |
| 18 | [Drizz](https://openaitools.app/tool/drizz) | 40,750 | -19.1% | Free Trial, Paid, Contact for Pricing | Describe it in plain English, Drizz tests it on real devices | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/drizz.md) |
| 19 | [Confident AI](https://openaitools.app/tool/confident-ai) | 83,400 | -3.3% | Freemium, Paid, Contact for Pricing | Standardize LLM evaluation, observability, and red teaming across your whole org | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/confident-ai.md) |
| 20 | [Future AGI](https://openaitools.app/tool/future-agi) | 121,741 | -7.8% | Freemium, Usage-based | Build, simulate, evaluate and monitor self-improving AI agents | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/future-agi.md) |
| 21 | [Canditech](https://openaitools.app/tool/canditech) | 124,465 | +30.8% | Free Trial, Paid, Contact for Pricing | Job-simulation skill assessments for the AI hiring era | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/canditech.md) |
| 22 | [Applitools Eyes](https://openaitools.app/tool/applitools-eyes) | 159,934 | -15.7% | Freemium, Free Trial, Paid, Contact for Pricing | AI-powered visual and functional testing that catches UI bugs on every page | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/applitools-eyes.md) |
| 23 | [Outlier AI](https://openaitools.app/tool/outlier-ai) | 10,372,036 | +7.6% | Paid | Get paid to train the next generation of AI models | semantic match | [.md](https://openaitools.app/tool/outlier-ai.md) |
| 24 | [Qodex](https://openaitools.app/tool/qodex) | 140,666 | +10.1% | Contact for Pricing | Execution-backed code review that runs real API, UI and security tests on every pull request | category: ai-testing; semantic match | [.md](https://openaitools.app/tool/qodex.md) |

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