Fix Generated Code on the Fly
Benchify fixes AI-generated code—faster, cheaper, and more reliably than any AI agent.
1// Missing imports23function App() {4// String literal error5const greeting = "Hello " + name + "!";6// Undefined variable reference7const toggleMenu = () => { setOpen(!open); };8// Syntax error9if(count > 0 { console.log(count); }10return (11<div>{greeting}</div>12);13}
1import React, { useState } from "react";23function App() {4const name = "User";5const greeting = `Hello ${name}!`;6const [open, setOpen] = useState(false);7const toggleMenu = () => { setOpen(!open); };8const count = 1;9if(count > 0) { console.log(count); }10return (11<div>{greeting}</div>12);13}
Unreliable LLM Code is Hurting Your User Experience.
LLMs generate broken code 8-15% of the time, leading to poor user experiences, higher churn, and increased costs. Traditional retries using LLMs are slow, costly, and don't always fix the underlying issues.
Without Benchify
Multiple LLM Retries
Sending code back to expensive LLMs for correction with no guarantee of success
Long Wait Times
Users waiting 30+ seconds for each retry attempt
User Frustration
Broken experiences lead to product abandonment
Increased Costs
Each retry costs you more in LLM API fees
With Benchify
Instant Fixes
Code errors corrected in seconds with a neurosymbolic approach
Reduced Costs
10x cheaper than additional LLM calls
Seamless Experience
Users never see the errors, only working code
Higher Retention
Reliable code builds trust in your product
Non-LLM Technology, Better Results
Benchify's specialized algorithms understand code structure at a deeper level, delivering faster fixes with higher accuracy than general-purpose language models.
Fix Success Rate
Response Time
Cost Per Fix
Technology That Outperforms LLMs
Our specialized algorithms are built specifically to analyze and fix code errors, unlike general-purpose language models.
Broken UI
A user interface with errors that cause a poor user experience and prevent functionality.
ReferenceError: handleSubmit is not defined
Source: ./app/checkout/page.tsx (156:21)
Structure-Aware
Understands code beyond text patterns
Ultra-Fast
3s average processing time
Deterministic
Consistent, reliable results
Cost Effective
10x+ cheaper than LLM approaches
Simple Integration
Add Benchify to your product with just a few lines of code. Fix AI-generated code before execution.
// Get code from LLM
const { code: generatedCode, id } = await generateCodeWithLLM(prompt);
// Fix potential issues with Benchify
const response = await benchify.fixer.run({
files: generatedCode
});
// Apply the fixes if build was successful
const { success, build_output, diff } = await response.json();
const fixedCode = success ? applyPatch(generatedCode, diff) : generatedCode;One API Call Away
Seamlessly integrate with your existing LLM workflow. Our API ensures reliability and performance without adding complexity to your codebase.
Works with all major LLM providers
3s average response time
Perfectly Designed for AI-Powered Experiences
See how Benchify transforms AI-generated code into flawless solutions for real-world applications.
UI Builders
Deliver flawless drag-and-drop experiences without coding hiccups. When AI generates UI components, Benchify ensures they render correctly by fixing class references and syntax issues.
Here's a button component with hover effects:
AI Agents
Ensure your autonomous agents always produce functional tasks. Benchify automatically detects build and runtime failures and resolves issues to keep your AI agents running smoothly.
Custom Integration
Have a unique use case? Benchify's flexible API can be tailored to any AI-powered workflow where code quality and reliability matter.
const response = await benchify.fixer.run({ files: generatedCode });
Ready to Ensure Every Generated Line of Code Works?
Join leading companies already improving their AI code generation with Benchify Fixer API.