---
title: "Comparison"
description: "Typical A/B tool**Visitor**"
canonical: https://landtest.dev/comparison
last-updated: 2026-10-30
---

# Comparison

Typical A/B tool**Visitor**

**Vendor script or proxy**Swaps content after load

**Your site**

An extra hop in front of every visitor, plus a flash of the original page.

Landtest**Visitor**

**Your host**Serves the variant directly

The agent works in your repo

Nothing sits in the request path. Variants are real code, deployed like any commit.

## Quick view

Capability

Landtest

Typical A/B tools

Hosting

LandtestYour host serves all traffic

Typical A/B toolsOften proxies or injects scripts

Variants

LandtestAI generates code from your repo

Typical A/B toolsManual builder or snippet injection

Analytics

LandtestPer section, per button, per goal

Typical A/B toolsOften page-level conversion only

Learning

LandtestRemembers every result for the next test

Typical A/B toolsEach test starts from zero

Confidence

LandtestSafe to check results anytime

Typical A/B toolsPeeking can inflate false positives

Workflow

LandtestTests and variants live in your repo

Typical A/B toolsUsually dashboard-only

Stage

LandtestLive, with a free scan and paid plans

Typical A/B toolsMature, paid products

## Feature matrix

Including where a traditional platform is the better pick.

Feature

Landtest

Typical A/B tool

Landing-page-first

Landtest✓

Typical A/B toolPartial

AI variant generation

Landtest✓

Typical A/B toolRare

Memory that learns from past tests

Landtest✓

Typical A/B tool—

Run from Claude, Cursor or Codex (MCP)

Landtest✓

Typical A/B toolRare

GitHub commits

Landtest✓

Typical A/B tool—

Section-level tracking

Landtest✓

Typical A/B toolPartial

Per-button click tracking

Landtest✓

Typical A/B toolPartial

Sitewide SDKs

Landtest—

Typical A/B tool✓

### Pick Landtest if…

- Your landing page lives in a GitHub repo on Vercel or Netlify
- You want an agent to write variants as real code, not injected snippets
- You want every test to make the next one smarter

### Pick a traditional tool if…

- You need mature SDKs across your whole product today
- You want edge proxying or enterprise experiment governance
- Procurement needs a long track record immediately

Head to head

## Detailed comparisons

One page per tool, written for teams deciding today. Routing by need instead? See [Alternatives](https://www.landtest.dev/alternatives).

[Optimizelyvs Landtest →](https://www.landtest.dev/blog/optimizely-vs-landtest)[VWOvs Landtest →](https://www.landtest.dev/blog/why-vwo-users-switch-code-native-ab-testing)[AB Tastyvs Landtest →](https://www.landtest.dev/blog/ab-tasty-vs-landtest)[PostHogvs Landtest →](https://www.landtest.dev/blog/posthog-vs-landtest)[Statsigvs Landtest →](https://www.landtest.dev/blog/statsig-vs-landtest)[GrowthBookvs Landtest →](https://www.landtest.dev/blog/growthbook-vs-landtest)[LaunchDarklyvs Landtest →](https://www.landtest.dev/blog/launchdarkly-vs-landtest)[Vercel Edge Configvs Landtest →](https://www.landtest.dev/blog/vercel-edge-config-vs-landtest)[Netlify split testingvs Landtest →](https://www.landtest.dev/blog/netlify-split-testing-vs-landtest)[Cloudflare Workersvs Landtest →](https://www.landtest.dev/blog/cloudflare-workers-ab-testing-vs-landtest)[Convertvs Landtest →](https://www.landtest.dev/blog/convert-vs-landtest)