Education & Reference
LLMs-from-scratch
Last updated 2026-06-11 · benchmark measured 2026-08-09 — deterministic & reproducible
A book guiding readers through building a large language model from scratch.
Is LLMs-from-scratch production-ready?
Legit.Show scores LLMs-from-scratch 65 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on LLMs-from-scratch (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Security; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 55/100
- Accessibility — 89/100
- Security — 90/100
- Privacy — 25/100
- Reliability — 75/100
- Standards — 48/100
- Discoverability — 72/100
What we measured
- Security headers present: CSP, HSTS, X-Frame-Options, X-Content-Type-Options.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 615 ms to first byte.
- 3 of 3 sampled routes reachable.
- No privacy policy found.
- Sets cookies / loads scripts with no consent prompt.
- Discoverable: sitemap, OpenGraph image, canonical URL.
Who it's for
Machine learning engineers · AI researchers · Students · Developers
Pricing
KRW75,964 (approximately $59 USD based on typical conversion rates)
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