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 Economic Justice
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Economic Rights
@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-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
+0.10 U.S. rent has increased 175% faster than household income over past 20 years (phys.org)
455 points by finphil 1814 days ago | 385 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Economic Justice Acknowledges
Reports on rent increase vs household income
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 21 entries
2026-03-05 17:10 eval_skip Skipped: no readable text in HTML (likely JS-rendered SPA) - -
2026-02-28 11:55 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 11:55 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, neutral economic reporting
2026-02-28 11:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:50 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 11:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:50 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, neutral economic reporting
2026-02-28 11:47 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:47 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 11:47 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
News article on rent increase
2026-02-26 06:54 dlq Dead-lettered after 1 attempts: U.S. rent has increased 175% faster than household income over past 20 years - -
2026-02-26 06:45 credit_exhausted Credit balance too low, retrying in 277s - -
2026-02-26 06:39 credit_exhausted Credit balance too low, retrying in 308s - -
2026-02-26 06:10 dlq Dead-lettered after 1 attempts: U.S. rent has increased 175% faster than household income over past 20 years - -
2026-02-26 06:07 dlq Dead-lettered after 1 attempts: U.S. rent has increased 175% faster than household income over past 20 years - -
2026-02-26 06:00 credit_exhausted Credit balance too low, retrying in 271s - -
2026-02-26 05:55 credit_exhausted Credit balance too low, retrying in 306s - -
2026-02-26 05:42 dlq Dead-lettered after 1 attempts: U.S. rent has increased 175% faster than household income over past 20 years - -
2026-02-26 05:42 dlq Dead-lettered after 1 attempts: U.S. rent has increased 175% faster than household income over past 20 years - -
2026-02-26 05:33 credit_exhausted Credit balance too low, retrying in 254s - -
2026-02-26 05:31 credit_exhausted Credit balance too low, retrying in 309s - -