EvalPro AI Agent
AI-powered codejudge evaluation—fresh test cases each run, execution-backed checks, and feedback on logic and trade-offs like a senior reviewer.
AI Testcase Generation
EvalPro creates unpredictable edgecases every run.
Smart Code Execution
Sandbox execution with LLM reasoning for deeper validation.
Human-Level Feedback
Understands your logic and explains mistakes like a human reviewer.
Why Traditional Code Platforms Fall Short
LeetCode, HackerRank, and CodeJudge rely on predictable testcases. EvalPro brings intelligence, reasoning, and adaptability.
Old Platforms
- Static and predictable inputs
- Only pass/fail feedback
- No reasoning behind mistakes
- Manual question creation
- Cannot adapt to user skill
EvalPro AI Agent
- Dynamic fresh testcases every run
- Understands logic, not patterns
- Human-like feedback & fixes
- Fully autonomous evaluations
- Adaptive difficulty engine
Example output
Illustrative evaluation flow—open the sample problem and use AI code eval on your submission.
// Problem: Two Sum
function twoSum(nums, target) {}
AI Generated Testcases:
• [2,7,11,15], target = 9
• [1,3,3,4], target = 6 (duplicate case)
• [-1,0,1,2], target = 1 (zero & negatives)
Evaluation:
❌ Incorrect handling of duplicate values
💡 Suggestion: Use a hashmap for O(n) lookup
Complexity:
Your approach appears O(n²). Recommended O(n).
Score: 63 / 100Demo problem is linked above. Or browse all machine-coding problems.