Turn-key code. Zero wait.

Benchify pre-bundles generated code so it runs nearly instantly.

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Time to Execution

Sandbox Cold Boot + Dependencies + Build20-120s

Benchify Bundled~1-3s

40× Faster

Average execution time

The Code Gen Execution Tax

Every generated code execution requires a full container lifecycle: spin up, dependency install, build, execute.

Code Gen Lifecycle

Code generation (LLM)20s

Container cold start8s

npm install + dependencies45s

Webpack/Vite build15s

Code execution1s

Non-setup time:21s

Setup time:68s

Infrastructure overhead:76%

89 seconds

per generation

Templates: A Brittle Workaround

Sandbox templates reduce some setup time by pre-installing dependencies and pre-configuring builds. But generated code must fit the template structure perfectly — wrong import paths, unexpected file structures, or missing dependencies break execution entirely.

Code That Just Runs

Generated code arrives executable. No npm install, no build steps, no configuration—just write to sandbox and run.

Framework Agnostic

Runtime analysis adapts execution environment to any project structure, import pattern, or file organization.

Adaptive Code Processing

LLM Generated Code

React Functional

function App() { ... }

→

Vue Composition

→

Mixed Imports

import / require()

→

Universal Execution

All patterns → Optimized bundle

Dependency Version Resolution

Tailwind 4 syntax

→

Tailwind 3 compatible

React 18 features

→

React 17 compatible

Node 20 APIs

→

Node 16 compatible

Version Transform

Dependency Version Compatibility

Detects dependency version mismatches and transforms code to work with available package versions. Handles breaking changes between major releases.

Zero-Latency Dependencies

Bundle-level dependency resolution with pre-cached modules. No npm install delays or node_modules overhead.

Dependency Resolution Pipeline

Package Dependencies

lodash

npm: 3s

<10ms

react-router

npm: 8s

<10ms

@material-ui/core

npm: 25s

<10ms

Pre-cached modules, zero network I/O

Sandbox Deployment Flow

Traditional vs Pre-Bundled

Traditional Sandbox

Container cold start

2-5s

npm install dependencies

15-45s

Build/compile code

5-20s

Execute

0.1s

Total: 22-70s per execution

Benchify Pre-Bundled

Container cold start

2-5s

Write pre-bundled files

0.2s

Execute

0.1s

Total: 2-5s (cold boot only)

Eliminated Steps

npm install • build • compile • dependency resolution

Pre-Bundled, Ready to Execute

Code arrives fully compiled and optimized. Write files to sandbox and execute—no build steps, dependency resolution, or compilation delays.

From Minutes to Instant

Real applications where every second of setup time costs you users.

Front-End Apps

Skip sandboxes entirely. Pre-bundled React/Vue components run directly in browser. Zero infrastructure overhead, instant user previews.

~100×

Faster execution

Infrastructure cost

Execution Architecture

Traditional Pipeline

Sandbox

npm install

45s

Webpack

15s

Browser

Total: ~66 seconds

Benchify Direct

Browser

<1s

Skipped

Total: sub-second

Drop In One Line of Code

Choose the deployment model that fits your architecture—direct browser execution or leverage any sandbox.

Direct Browser Execution

Pre-bundled components drop directly into your React application. Zero infrastructure, maximum performance, instant user feedback.

0ms

Cold start

100%

Browser native

Perfect for:

UI previews, interactive demos, data visualizations, form builders

Developer Integration

Simple Integration

// Install once

npm install @benchify/react

// Use anywhere

import { useBenchify } from '@benchify'

const { execute, loading } = useBenchify()

const result = await execute(llmCode)

Performance Pipeline

LLM Generation~2s

Bundle + Optimize~0.3s

Browser Execution~0.1s

Zero infrastructure latency — all optimization happens at bundle-time

Container Lifecycle Transformation

Traditional Container Startup

Container initialization2.5s

Dependency resolution28s

Source compilation22s

Application bootstrap5.5s

Total: ~58 seconds

Benchify Pre-Bundled Pipeline

Container boot1.2s

File system write0.3s

Process execution0.1s

Total: ~1.6 seconds

Container receives:

• Pre-resolved dependency tree

• Compiled, optimized bundles

• Runtime-ready file structure

Sandbox Execution

Skip dependency installation and build phases entirely. Pre-bundled files hit the any sandbox ready to execute. Only delay is cold start & file write.

35×

Faster startup

Build steps

Key Benefits:

• Deterministic container state

• Eliminated dependency drift

• Consistent execution environment

• Predictable resource usage

Perfect for:

Full-stack apps, microservices, batch processing, data pipelines

Build Instant Experiences

Give your users the immediate feedback they expect. Pre-bundled execution turns generated code into instant results.

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