Next-action prediction

Tab anticipates where you're headed and suggests changes.

Cursor

"use client";

import React, { useState } from "react";
import Navigation from "./Navigation";
import SupportChat from "./SupportChat";

export default function Dashboard() {

  return (
    <div className="flex h-[600px] border rounded-lg overflow-hidden">
      <div className="w-64 border-r">
      </div>
      <div className="w-80 border-l">
        <SupportChat />
      </div>
    </div>
  );
}

"use client";

import React, { useState } from "react";
import Navigation from "./Navigation";
import SupportChat from "./SupportChat";

export default function Dashboard() {

  return (
    <div className="flex h-[600px] border rounded-lg overflow-hidden">
      <div className="w-64 border-r">
      </div>
      <div className="w-80 border-l">
        <SupportChat />
      </div>
    </div>
  );
}

Beyond autocomplete

Multi-line changes, cross-file jumps, refactors that ripple through your codebase.

import { Command } from "cmdk";
 
export function CommandMenu() {
  return (
    <Command>
      <Command.Input placeholder="Search..." />
      <Command.List>
        <Command.Item>Settings</Command.Item>
        <Command.Item>Profile</Command.Item>
      </Command.List>
    </Command>
  );
}

In-session context

Tab sees your current task, recent changes, and relevant files to make context-aware suggestions.

import { prisma, type Invoice } from "@/lib/db";
import type { Stripe } from "stripe";
 
export const getInvoicesByCustomer = (customerId: string) =>
prisma.invoice.findMany({ where: { customerId } });
 
export const getInvoice = (id: string): Promise<Invoice | null> =>
prisma.invoice.findUnique({
  where: { id },
  include: { lineItems: true, customer: true, charges: true },
});

Proprietary model

Built exclusively for Cursor, trained with RL on the largest sample of real-world scenarios.

import { z } from "zod";
 
export const userSchema = z.object({
  id: z.string().uuid(),
  email: z.string().email(),
  name: z.string().min(2).max(100),
  role: z.enum(["admin", "user", "guest"]),
  createdAt: z.date(),
});

Recent highlights

Improving Cursor Tab with online RL

Our new Tab model makes 21% fewer suggestions while having 28% higher accept rate.

Research · Sep 12, 2025

Introducing Cursor 2.0 and Composer

A new interface and our first coding model, both purpose-built for working with agents.

Product · Oct 29, 2025

1.5x faster MoE training with custom MXFP8 kernels

Achieving a 3.5x MoE layer speedup with a complete rebuild for Blackwell GPUs.

Research · Aug 29, 2025

View more posts →

Try Tab now.

Download for macOS

Try mobile agent

Next-action prediction

Tab anticipates where you're headed and suggests changes.

Download for macOS

Try mobile agent

Cursor

"use client";

import React, { useState } from "react";
import Navigation from "./Navigation";
import SupportChat from "./SupportChat";

export default function Dashboard() {

  return (
    <div className="flex h-[600px] border rounded-lg overflow-hidden">
      <div className="w-64 border-r">
      </div>
      <div className="w-80 border-l">
        <SupportChat />
      </div>
    </div>
  );
}

"use client";

import React, { useState } from "react";
import Navigation from "./Navigation";
import SupportChat from "./SupportChat";

export default function Dashboard() {

  return (
    <div className="flex h-[600px] border rounded-lg overflow-hidden">
      <div className="w-64 border-r">
      </div>
      <div className="w-80 border-l">
        <SupportChat />
      </div>
    </div>
  );
}

Beyond autocomplete

Multi-line changes, cross-file jumps, refactors that ripple through your codebase.

import { Command } from "cmdk";
 
export function CommandMenu() {
  return (
    <Command>
      <Command.Input placeholder="Search..." />
      <Command.List>
        <Command.Item>Settings</Command.Item>
        <Command.Item>Profile</Command.Item>
      </Command.List>
    </Command>
  );
}

In-session context

Tab sees your current task, recent changes, and relevant files to make context-aware suggestions.

import { prisma, type Invoice } from "@/lib/db";
import type { Stripe } from "stripe";
 
export const getInvoicesByCustomer = (customerId: string) =>
prisma.invoice.findMany({ where: { customerId } });
 
export const getInvoice = (id: string): Promise<Invoice | null> =>
prisma.invoice.findUnique({
  where: { id },
  include: { lineItems: true, customer: true, charges: true },
});

Proprietary model

Built exclusively for Cursor, trained with RL on the largest sample of real-world scenarios.

import { z } from "zod";
 
export const userSchema = z.object({
  id: z.string().uuid(),
  email: z.string().email(),
  name: z.string().min(2).max(100),
  role: z.enum(["admin", "user", "guest"]),
  createdAt: z.date(),
});

Recent highlights

Improving Cursor Tab with online RL

Our new Tab model makes 21% fewer suggestions while having 28% higher accept rate.

Research · Sep 12, 2025

Introducing Cursor 2.0 and Composer

A new interface and our first coding model, both purpose-built for working with agents.

Product · Oct 29, 2025

1.5x faster MoE training with custom MXFP8 kernels

Achieving a 3.5x MoE layer speedup with a complete rebuild for Blackwell GPUs.

Research · Aug 29, 2025

View more posts →

Try Tab now.

Download for macOS

Try mobile agent

Next-action prediction

Tab anticipates where you're headed and suggests changes.

Download for macOS

Try mobile agent

Cursor

"use client";

import React, { useState } from "react";
import Navigation from "./Navigation";
import SupportChat from "./SupportChat";

export default function Dashboard() {

  return (
    <div className="flex h-[600px] border rounded-lg overflow-hidden">
      <div className="w-64 border-r">
      </div>
      <div className="w-80 border-l">
        <SupportChat />
      </div>
    </div>
  );
}

"use client";

import React, { useState } from "react";
import Navigation from "./Navigation";
import SupportChat from "./SupportChat";

export default function Dashboard() {

  return (
    <div className="flex h-[600px] border rounded-lg overflow-hidden">
      <div className="w-64 border-r">
      </div>
      <div className="w-80 border-l">
        <SupportChat />
      </div>
    </div>
  );
}

Beyond autocomplete

Multi-line changes, cross-file jumps, refactors that ripple through your codebase.

import { Command } from "cmdk";
 
export function CommandMenu() {
  return (
    <Command>
      <Command.Input placeholder="Search..." />
      <Command.List>
        <Command.Item>Settings</Command.Item>
        <Command.Item>Profile</Command.Item>
      </Command.List>
    </Command>
  );
}

In-session context

Tab sees your current task, recent changes, and relevant files to make context-aware suggestions.

import { prisma, type Invoice } from "@/lib/db";
import type { Stripe } from "stripe";
 
export const getInvoicesByCustomer = (customerId: string) =>
prisma.invoice.findMany({ where: { customerId } });
 
export const getInvoice = (id: string): Promise<Invoice | null> =>
prisma.invoice.findUnique({
  where: { id },
  include: { lineItems: true, customer: true, charges: true },
});

Proprietary model

Built exclusively for Cursor, trained with RL on the largest sample of real-world scenarios.

import { z } from "zod";
 
export const userSchema = z.object({
  id: z.string().uuid(),
  email: z.string().email(),
  name: z.string().min(2).max(100),
  role: z.enum(["admin", "user", "guest"]),
  createdAt: z.date(),
});

Recent highlights

Improving Cursor Tab with online RL

Our new Tab model makes 21% fewer suggestions while having 28% higher accept rate.

Research · Sep 12, 2025

Introducing Cursor 2.0 and Composer

A new interface and our first coding model, both purpose-built for working with agents.

Product · Oct 29, 2025

1.5x faster MoE training with custom MXFP8 kernels

Achieving a 3.5x MoE layer speedup with a complete rebuild for Blackwell GPUs.

Research · Aug 29, 2025

View more posts →

Try Tab now.

Download for macOS

Try mobile agent