Evaluate student projects
in seconds, not hours.
Stop manual testing and fragile scripts. Evals.sh autonomously navigates your web apps to verify complex user flows and code quality, providing instant 0-100 deterministic grades powered by Advanced AI Agents.
Evaluations that actually understand your app.
Our AI agents don't just scan code—they act like real users. They navigate your application, interact with elements, and verify entire workflows to ensure your business logic actually works.
"The agent attempted to verify the full checkout path. Success state was reached within 14 turns, though the cart update took longer than expected."
"Found 2 high-priority images without priority hints. Adding `priority` to the hero image will improve LCP by estimated 400ms."
Comprehensive auditing for modern web apps.
Get instant feedback on Core Web Vitals, SEO, and Security headers. We don't just give you numbers—our AI analyzes the results to provide concrete, prioritized fixes.
Catch logical bugs and get a definitive score before hitting production.
Our models AST-parse your entire codebase to understand complex state flows, security anti-patterns, and framework nuances. It doesn't just find syntax errors—we give a deterministic evaluation score alongside exact diffs to suggest structural fixes.
- Detects subtle memory leaks in
useEffecthooks. - Identifies missing error boundaries and unhandled promise rejections.
- Automatically suggests exact drop-in structural code replacements.
The event listener inside this React effect is not being cleaned up during unmount, accumulating memory leaks leading to degraded performance.
A Unified Evaluation Platform
Replace your fragmented toolchain. We bring deep algorithmic analysis and reasoning AI together into one unified suite. Whether you want to score your code or score your UI, we give you a concrete 0-100 grade for everything.
Context-Aware AI Code Review
Skip the noisy linters. Our AST-driven models read your entire repository like a senior engineer, finding logical memory leaks, unhandled edge cases, and architectural anti-patterns—suggesting exact git diffs.
Performance & SEO
Run lightning-fast Chromium audits to score your Core Web Vitals (LCP, CLS, TBT). Get granular fixes for heavy assets and blocking scripts.
Security Scanning
Instant header analysis detecting missing CSPs, weak X-Frame-Options, and vulnerabilities exposing you to XSS or clickjacking.
Accessibility & DOM Compliance
Deliver inclusive web experiences. We deeply traverse your DOM to identify ARIA violations, contrast failures, and semantic DOM errors that break screen readers.
Reclaim your weekends. Automate your grading pipeline.
Manually evaluating 50+ student projects or auditing dozens of live deployments takes days. evals.sh automates the entire process in minutes via bulk URL inputs or file uploads, providing students with deeper, actionable feedback while saving you countless hours of repetitive work.
Massive Time Savings
Use Groups to bulk-evaluate an entire cohort's submissions with a single click. Turn 20 hours of manual testing into 20 minutes.
Consistent & Objective
Remove human fatigue and bias. Every student project is evaluated against the exact same rigorous rubrics and AI test plans.
Deep, Actionable Feedback
Instead of just a pass/fail grade, students receive comprehensive execution logs, DOM metrics, security checks, and specific bug locations, acting like a dedicated TA.
Simple, Transparent Pricing
All features available in free tier. Plans are optional and only provide discounted credits.
Start for free, top up or upgrade anytime.
All plans are optional
Plans only provide credits at a discounted rate. You can always top up credits anytime at full price: $1 = 5 Credits
Need more? Top up anytime or upgrade your plan for better rates.