---
title: "Crayon vs Generic LLMs: Who Wins the Deal?"
description: Crayon significantly improves expected win rates for sales reps compared to LLM-based approaches, enhancing deal success and opportunity management.
---

LLM-based approach

VS

Crayon

# Who will *win the deal*?

A rep using an **LLM-based approach**

Expected win rate

??

★ Open Opportunity

Acme Corp

Potential deal size

$*50,000*

A rep supported by **Crayon**

Expected win rate

??

Let's go↓

LLM-based approach

Expected win rate

??

Expected win rate

??

Crayon

★ Final result

## Much higher expected win rate for reps using *Crayon* over an LLM-based approach.

Click any stage on the chart to revisit that vignette.

↻ Run it again

[Get a demo](https://www.crayon.co/get-a-demo) [← crayon.co](https://www.crayon.co/)