# Nvidia HeavyAI — Agent Score

> Score: 98/100 (Grade: A) | Docs: https://docs.nvidia.com/heavyai | Checked: April 28, 2026

Nvidia HeavyAI scored 98/100 (A) on Agent Score. 19 of 23 agent-readiness checks passed.

[View full report](https://buildwithfern.com/agent-score/company/docs-nvidia-com-heavyai)
[All companies](https://buildwithfern.com/agent-score/llms.txt)

## Summary

- Total checks: 23
- Passed: 19
- Warnings: 1
- Failed: 1

## Category Scores

- page-size: 100/100
- observability: 78/100
- url-stability: 100/100
- authentication: 100/100
- content-structure: 100/100
- markdown-availability: 100/100
- content-discoverability: 98/100

## Check Results

### content-discoverability

- [pass] llms.txt found at 2 locations; using https://docs.nvidia.com/heavyai/llms.txt as canonical
- [warn] llms.txt contains parseable links but doesn't fully follow the proposed structure: https://docs.nvidia.com/heavyai/llms.txt: No blockquote summary found
- [pass] llms.txt is 94 characters (under 50,000 threshold)
- [pass] All 1 same-origin links resolve (1 total links)
- [pass] 1/1 same-origin links point to markdown content (100%)
- [pass] llms.txt directive found in HTML of all 10 sampled pages, near the top of content
- [pass] llms.txt directive found in markdown of all 10 sampled pages, near the top of content

### markdown-availability

- [pass] 10/10 sampled pages support .md URLs (100%)
- [pass] 10/10 sampled pages support content negotiation (100%)

### page-size

- [pass] All 10 sampled pages contain server-rendered content
- [pass] All 10 pages under 50K chars (median 2K, max 12K)
- [pass] All 10 sampled pages under 50K chars (median 677K HTML → 13K markdown (98% boilerplate))
- [pass] Content starts within first 10% on all 10 sampled pages (median 0%)

### content-structure

- [pass] No tabbed content detected across 10 sampled pages
- [pass] No tabbed content found; header quality check not applicable
- [pass] All 23 code fences properly closed across 12 pages

### url-stability

- [pass] All 8 sampled pages return proper error codes for bad URLs; 2 failed to fetch
- [pass] No redirects detected across 10 sampled pages

### observability

- [skip] No page URLs found in llms.txt
- [fail] 3 of 10 pages have substantive content differences between markdown and HTML (avg 11% missing)
- [pass] All 12 endpoints have appropriate cache headers

### authentication

- [pass] All 10 sampled pages are publicly accessible
- [skip] All docs pages are publicly accessible; no alternative access paths needed