Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Business ethics
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Business Marketing
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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
0.00 Forbes Marketplace: The Parasite SEO Company Trying to Devour Its Host (larslofgren.com)
646 points by greg_V 529 days ago | 299 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Business ethics Neutral
Critique of Forbes Marketplace
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 6 entries
2026-02-28 21:53 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 21:53 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Editorial critique of SEO company
2026-02-28 21:50 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 21:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial on SEO company, no human rights discussion
2026-02-28 21:47 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 21:47 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Editorial critique of SEO company