Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.70 ND Strong positive 0.90 0.00 Police Brutality
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.70 ND Strong positive 0.90 0.00 Police Brutality
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
+0.70 A collection of videos of police brutality (thishastostopnow.com)
421 points by h3cate 2113 days ago | 380 comments on HN | Strong positive ~lite vlite-1.4
Summary ~lite Police Brutality Advocates
Exposing police brutality
EQ 0.80
SO 0.70
TD 0.60
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-05 17:52 eval_skip Skipped: no readable text in HTML (likely JS-rendered SPA) - -
2026-02-28 12:10 eval_success Lite evaluated: Strong positive (0.70) - -
2026-02-28 12:10 eval Evaluated by llama-3.3-70b-wai: +0.70 (Strong positive)
reasoning
Exposing police brutality
2026-02-28 12:10 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 12:06 eval_success Lite evaluated: Strong positive (0.70) - -
2026-02-28 12:06 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive)
reasoning
Editorial stance exposes police brutality, advocates for change
2026-02-28 12:06 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-26 06:57 dlq Dead-lettered after 1 attempts: A collection of videos of police brutality - -
2026-02-26 06:46 credit_exhausted Credit balance too low, retrying in 348s - -
2026-02-26 06:40 credit_exhausted Credit balance too low, retrying in 359s - -