Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Internet Freedom
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Internet Freedom
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.10 The Small Website Discoverability Crisis (2021) (www.marginalia.nu)
557 points by ggpsv 837 days ago | 253 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Internet Freedom Acknowledges
Discusses challenges of small website discoverability
EQ 0.60
SO 0.40
TD 0.70
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 9 entries
2026-02-28 10:12 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 10:12 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, discussing discoverability and small websites
2026-02-28 10:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:08 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 10:08 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 10:08 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on web discoverability
2026-02-28 10:03 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 10:03 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Editorial on web discoverability
2026-02-28 10:03 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -