AI · alternatives · 2026
24 alternatives to Atla
Automatically detect errors in your AI agents
Atla is an evaluation tool designed for developers working with AI agents. It automatically detects and diagnoses errors in AI systems, providing step-level error analysis to identify underlying issues. The tool helps… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 2 we have checked on their own sites, 2 of them free or with a free tier.
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Athina AI▲509Monitor LLMs and automatically detect hallucinations in prod
2024 · athina.ai · its alternatives →
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Future AGI▲541Automate error detection and ensure high accuracy of your AI
2024 · futureagi.com · its alternatives →
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Agenta▲362Open-source prompt management & evals for AI teams
Nov 2025 · agenta.ai · its alternatives →
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APIEval-20▲121An open benchmark for AI agents that test APIs
May 2026 · resources.kusho.ai · its alternatives →
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A test runner for agentskills.io-style AI agent skills - darkrishabh/agent-skills-eval
May 2026 · github.com · its alternatives →
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Digma.ai▲428See what your code is doing wrong, as you code, in the IDE
2023 · digma.ai · its alternatives →
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iFixAifree tier▲443Independent auditing of AI agents to uncover misalignment
Sep 2026 · ifixai.ai · its alternatives →
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Evidently AIfree▲382Open-source evaluations and observability for LLM apps
2024 · evidentlyai.com · its alternatives →
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AI agent that conducts your user interviews
2024 · userevaluation.com · its alternatives →
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See what breaks your AI agent and fix it automatically
Jan 2026 · docs.futureagi.com · its alternatives →
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Hey HN! We’ve been building an MCP server to help AI-assisted web app developers by using browser agents to test whether changes made by an AI inside an editor actually work. We've been testing it on scenarios like verifying new flows in a UI, or checking that sending a chat request triggers a response. The idea is to let your coding agent both code and evaluate if what it did was correct. Here’s a short demo with Cursor: https://www.youtube.com/watch?v=_AoQK-bwR0w When building apps, we found the hardest part of AI-assisted coding isn’t the coding—it’s tedious point-and-click…
2025 · github.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →