← AI Recommendation IndexOpen Data · Rolling 4-week window

Astro vs React

A fact-by-fact comparison of Astro and React — sourced and dated — plus the part no generic comparison shows: which one AI assistants actually recommend more, engine by engine.

Measured by Orbatormethodology owner Henrik Tellewindow ends Sep 6, 2026

What AI recommends — by engine

Recommendation share = the % of sampled AI answers, over a 4-week rolling window, that recommend each product. Higher is better.

CLAUDE

Astro

0.1%

React

0.8%

GEMINI

Astro

0.1%

React

1%

GROK

Astro

0.6%

React

2.4%

CHATGPT

Astro

0.3%

React

1.2%

PERPLEXITY

Astro

0.1%

React

0.6%

The facts — sourced & dated

astro.build

Features

  • Optimized ImagesSource · Verified Sep 5, 2026
  • Instant Page LoadsSource · Verified Sep 5, 2026
  • Dev ToolbarSource · Verified Sep 5, 2026
  • Environment VariablesSource · Verified Sep 5, 2026
  • ActionsSource · Verified Sep 5, 2026
  • MiddlewareSource · Verified Sep 5, 2026
  • File-Based RoutingSource · Verified Sep 5, 2026
  • Content CollectionsSource · Verified Sep 5, 2026
  • Zero JavaScript, By DefaultSource · Verified Sep 5, 2026
  • View TransitionsSource · Verified Sep 5, 2026

Integrations

  • VercelSource · Verified Sep 5, 2026
  • AWSSource · Verified Sep 5, 2026
  • VueSource · Verified Sep 5, 2026
  • ReactSource · Verified Sep 5, 2026
  • PreactSource · Verified Sep 5, 2026
  • SvelteSource · Verified Sep 5, 2026
  • SolidSource · Verified Sep 5, 2026
  • AngularSource · Verified Sep 5, 2026
  • QwikSource · Verified Sep 5, 2026
  • NetlifySource · Verified Sep 5, 2026

Platforms

  • DenoSource · Verified Sep 5, 2026
  • CloudflareSource · Verified Sep 5, 2026
  • Node.jsSource · Verified Sep 5, 2026
  • WebSource · Verified Sep 5, 2026
react.dev

Features

  • ComponentsSource · Verified Sep 5, 2026
  • JSXSource · Verified Sep 5, 2026
  • Asynchronous componentsSource · Verified Sep 5, 2026

Integrations

  • Next.jsSource · Verified Sep 5, 2026
  • React RouterSource · Verified Sep 5, 2026
  • React NativeSource · Verified Sep 5, 2026
  • ExpoSource · Verified Sep 5, 2026
  • RelaySource · Verified Sep 5, 2026

Platforms

  • iOSSource · Verified Sep 5, 2026
  • AndroidSource · Verified Sep 5, 2026
  • WebSource · Verified Sep 5, 2026

Astro vs React — FAQ

Does AI recommend Astro or React more?

React is recommended more often: it appears in 1% of sampled AI answers versus 0.2% for Astro, measured across the live AI engines over a rolling 4-week window.

Which AI engines were used to compare Astro and React?

Recommendation share is measured on CLAUDE, GEMINI, GROK, CHATGPT, PERPLEXITY using neutral, buyer-shaped prompts (no product names), aggregated over a 4-week rolling window. See the methodology for prompt design and sample sizes.

Own one of these products? Claim your profile to keep its facts accurate.

Recommendation share and entity resolution follow the Index methodology. Facts are sourced from each vendor's own pages and re-verified periodically. Customer status does not affect measurement. Free to use with attribution to orbator.io.

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