Local LLM Hardware Calculator
Pick a model, quant, and context length — get the real memory math and the hardware that can actually run it.
StackScope is a free public catalogue of indie launches. We find launches on Product Hunt, Hacker News and similar feeds, then crawl each site to detect its tech stack and score it for launch readiness: DNS, security headers, SEO basics. This page is what we saw on 21 June 2026; the live site may have changed since.
Local LLM Hardware Calculator is partway there, with a thorough launch checklist and clean crawl signals. Worth fixing first: missing several security headers, incomplete legal pages, and incomplete email security.
Launched on Hacker News on June 21, 2026. The site is hosted on NetActuate in the United States, with a domain registered 3 weeks before launch. The crawl picked up 10 technologies on this site, covering advertising, analytics, CMS, and consent tooling. The stack includes Express, Ghost, and Google Funding Choices.
For context, it's on a stack we've seen on only 6 launches.
If you own this site, refresh the snapshot and see the full fix list any time →
Tech Stack (10)
| DNS |
Cloudflare DNS
|
| OS |
Ubuntu
|
| Server |
nginx
|
| Advertising |
Google Ads
|
Google AdSense
|
|
| Analytics |
Google Analytics
(3)
|
| Consent |
Google Funding Choices
|
Infrastructure
Email Security
Storage (4)
| Name | Lifetime | Detected as |
|---|---|---|
| FCCDCF | 1y | Google Funding Choices |
| _ga | 1y | Google Analytics |
| _ga_13EYMHNH1B | 1y | Google Analytics |
| Key | Size | Detected as |
|---|---|---|
| ghost-history | 197 B | Ghost |
Readiness Breakdown How?
Performance How?
⚠ 1 images: 1 oversized
Indicative grade from a single automated render, not a substitute for Lighthouse or field data, and not part of the StackScope score.
Vibe Score Breakdown How?
| Signal | Points |
|---|---|
| Placeholder branding | +10 |
| AI palette signals | +5 |
| AI writing signals | +5 |
This score is based on structural patterns and is not definitive. Many legitimate sites may trigger signals, and AI-built sites may go undetected. It should be treated as an indicator, not a verdict.