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 Policy
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Economic policy
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 Six months into tariffs, businesses have no idea how to price anything (www.wsj.com)
469 points by JumpCrisscross 183 days ago | 653 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Economic Policy Acknowledges
Article discusses business impact of tariffs, no clear rights advocacy
EQ 0.60
SO 0.40
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 13 entries
2026-03-01 14:28 eval_skip Content gate: error_page - -
2026-02-28 08:48 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 08:48 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:48 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, business article, no explicit rights stance
2026-02-28 08:43 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 08:43 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, business article, no explicit rights stance
2026-02-28 08:43 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:42 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:42 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Business news neutral
2026-02-28 08:42 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:37 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Business news neutral
2026-02-28 08:37 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -