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 Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Trade War
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 Retailers will soon have only about 7 weeks of full inventories left (fortune.com)
532 points by andrewfromx 306 days ago | 992 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Economic Rights Acknowledges
Article discusses retail inventory amid US-China trade war
EQ 0.50
SO 0.60
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 09:14 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 09:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, neutral trade war reporting
2026-02-28 09:14 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 09:14 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral finance article
2026-02-28 09:14 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:09 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:09 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral finance article