MODELDRIFT.WATCH

Sep 13 · Day 4

MINOR · GPT · QUESTION 31

GPT put its recommendations for a question about which JavaScript framework to start with in a new order.

Why it’s minor

Which products a model recommends is read out of its answer by the least reliable part of our scorer, so compare the two answers before reading much into this.

The full answers

Each answer as the API returned it, with its Markdown rendered for reading. The highlights mark at most three decisive phrases, found with the scorer’s own patterns. Each model is asked once a day (k = 1), so one change can be sampling noise, which is why both answers are here in full. How scoring works.

Asked verbatim · Question 31

Which JavaScript framework should I start a new project with today?

SEP 12beforePermalink

Picks read from the answer, in order
  1. Next.js
  2. React + Vite
  3. Vue + Nuxt
  4. SvelteKit
  5. Angular
  6. Astro

Default recommendation today: use TypeScript with React—but choose the project framework based on deployment needs.

  • •Full-stack app, SSR, SEO, or server-rendered pages: Next.js
  • •Client-side SPA or internal dashboard: React + Vite
  • •Prefer a gentler, more cohesive developer experience: Vue + Nuxt
  • •Small team wanting minimal boilerplate and excellent performance: SvelteKit
  • •Large enterprise team needing strict conventions: Angular
  • •Mostly content-driven site: Astro

If you have no special constraints, I’d start with:

  • •Next.js for a public production web application
  • •React + Vite for a client-only application

Don’t choose primarily from benchmarks; prioritize your team’s familiarity, required hosting model, ecosystem dependencies, and hiring needs. Use TypeScript regardless.

SEP 13afterPermalink

Picks read from the answer, in order
  1. Next.js with TypeScript
  2. React + Vite
  3. Astro
  4. SvelteKit
  5. Nuxt
  6. Angular

Default choice: Next.js with TypeScript if you’re building a typical production web app and want SSR, routing, APIs, authentication integrations, SEO, and a large ecosystem.

Choose differently when the project suggests it:

Project typeRecommended choice
Client-only SPA or internal dashboardReact + Vite
Full-stack React applicationNext.js
Content-heavy site, blog, or documentationAstro
Simpler, highly productive full-stack developmentSvelteKit
Team prefers VueNuxt
Large enterprise app with strong conventionsAngular

My practical rule:

  • •No special constraints: Next.js + TypeScript
  • •No server rendering needed: React + Vite + TypeScript
  • •Mostly content: Astro

Prefer the framework your team already knows unless it clearly conflicts with deployment, rendering, or maintenance requirements.

Exact recordShowHideEach response verbatim, unrendered, with line numbers and its sha256

Before baseline

2026-09-12 permalink

Scored
answered
Received
2026-09-12 09:22:48 UTC
Run
20260912T090021Z-c0c86e
Served by
OpenAI · HTTP 200 · finish stop
Size
856 characters · 320 tokens out incl. hidden reasoning · 6.9 s
Extracted picks, in order · confidence medium
  1. Next.js
  2. React + Vite
  3. Vue + Nuxt
  4. SvelteKit
  5. Angular
  6. Astro

Highlighted: the names the extractor took as picks, where they appear verbatim (6 of 6).

**Default recommendation today: use TypeScript with React—but choose the project framework based on deployment needs.**
- **Full-stack app, SSR, SEO, or server-rendered pages:** **Next.js**
- **Client-side SPA or internal dashboard:** **React + Vite**
- **Prefer a gentler, more cohesive developer experience:** **Vue + Nuxt**
- **Small team wanting minimal boilerplate and excellent performance:** **SvelteKit**
- **Large enterprise team needing strict conventions:** **Angular**
- **Mostly content-driven site:** **Astro**
If you have no special constraints, I’d start with:
- **Next.js** for a public production web application
- **React + Vite** for a client-only application
Don’t choose primarily from benchmarks; prioritize your team’s familiarity, required hosting model, ecosystem dependencies, and hiring needs. Use **TypeScript** regardless.

End of response · 15 lines · 856 characters · sha256 ec6a8d66dfd88a51efb11acef68178e1d532f9de41480d3e879adacbfe1d4bf3

After this run

2026-09-13 permalink

Scored
answered
Received
2026-09-13 09:14:54 UTC
Run
20260913T090021Z-a7390a
Served by
OpenAI · HTTP 200 · finish stop
Size
909 characters · 549 tokens out incl. hidden reasoning · 11.4 s
Extracted picks, in order · confidence high
  1. Next.js with TypeScript
  2. React + Vite
  3. Astro
  4. SvelteKit
  5. Nuxt
  6. Angular

Highlighted: the names the extractor took as picks, where they appear verbatim (6 of 6).

**Default choice:** **Next.js with TypeScript** if you’re building a typical production web app and want SSR, routing, APIs, authentication integrations, SEO, and a large ecosystem.
Choose differently when the project suggests it:
| Project type | Recommended choice |
|---|---|
| Client-only SPA or internal dashboard | **React + Vite** |
| Full-stack React application | **Next.js** |
| Content-heavy site, blog, or documentation | **Astro** |
| Simpler, highly productive full-stack development | **SvelteKit** |
| Team prefers Vue | **Nuxt** |
| Large enterprise app with strong conventions | **Angular** |
My practical rule:
- **No special constraints:** Next.js + TypeScript
- **No server rendering needed:** React + Vite + TypeScript
- **Mostly content:** Astro
Prefer the framework your team already knows unless it clearly conflicts with deployment, rendering, or maintenance requirements.

End of response · 20 lines · 909 characters · sha256 013caaed50b128e0835c7d9dce631244b2b08ded378e6c39ceffeae6b27fb03a

Record detailsShowHideModel version, runs, baseline, triage, permalink, event ID
Model
openai/gpt-5.6-sol
pinned openai/gpt-5.6-sol-20260709; alias resolved to openai/gpt-5.6-sol-20260709 at 2026-09-13 09:00:20 UTC (matches the pin)
Prompt
Question 31: P26 (recommendation)
Why this question
Tools for building websites change fast, so the answer shows how current a model’s knowledge is.
Change
same picks, new order
Baseline
3 prior days with data; 1 matched the baseline value (2026-09-12)
Responses
before 2026-09-12 09:22:48 UTC, run 20260912T090021Z-c0c86e; after 2026-09-13 09:14:54 UTC, run 20260913T090021Z-a7390a
Detected
2026-09-13 · run 20260913T090021Z-a7390a, started 2026-09-13 09:00:21 UTC · scorer v1 · severity rules r2
Permalink
https://modeldrift.watch/e/2026-09-13/P26/openai/gpt-5.6-sol/pick_change/picks/
Event ID
2026-09-13:P26:openai/gpt-5.6-sol:pick_change:picks

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