Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.60 Mild negative 1.00 0.60 Economic Research
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.20 Neutral 0.80 0.20 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
0.00 Pass-Through of Tariffs: Evidence from European Wine Imports (www.nber.org)
72 points by neehao 1 days ago | 82 comments on HN | Mild negative ~lite vlite-1.6
Summary ~lite Economic Research Neutral
Economic research on tariffs and wine imports, no human rights discussion
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 134 HN snapshots · 55 evals
+1 0 −1 HN
Audit Trail 75 entries
2026-03-04 17:48 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-04 17:48 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) -0.26
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 17:48 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 17:28 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-04 17:28 eval Evaluated by llama-3.3-70b-wai: -0.10 (Neutral) -0.10
reasoning
Economic research on tariffs
2026-03-04 17:28 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 07:26 eval_success Lite evaluated: Neutral (0.02) - -
2026-03-04 07:26 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 07:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 07:20 eval_success Lite evaluated: Neutral (0.02) - -
2026-03-04 07:20 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 07:20 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 07:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 07:11 eval Evaluated by llama-3.3-70b-wai: +0.00 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-04 06:11 eval_success Lite evaluated: Neutral (0.02) - -
2026-03-04 06:11 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 06:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 06:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 06:05 eval Evaluated by llama-3.3-70b-wai: +0.00 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-04 05:34 eval_success Lite evaluated: Neutral (0.02) - -
2026-03-04 05:34 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 05:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 05:21 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 05:21 eval Evaluated by llama-3.3-70b-wai: +0.00 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-04 05:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 05:16 eval Evaluated by llama-3.3-70b-wai: +0.00 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-04 04:51 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-04 04:45 eval_success Lite evaluated: Neutral (0.02) - -
2026-03-04 04:45 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 04:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 04:40 eval_success Lite evaluated: Neutral (0.02) - -
2026-03-04 04:40 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 04:29 eval Evaluated by llama-3.3-70b-wai: +0.00 (Neutral) +0.02
reasoning
Economic research on tariffs
2026-03-04 04:06 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 04:01 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 03:56 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) -0.06
reasoning
Economic research on tariffs
2026-03-04 03:51 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) +0.04
reasoning
Economic research on tariffs
2026-03-04 03:21 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 03:06 eval Evaluated by llama-3.3-70b-wai: +0.00 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-04 02:40 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 02:22 eval Evaluated by llama-3.3-70b-wai: +0.00 (Neutral) -0.04
reasoning
Economic research on tariffs
2026-03-04 02:05 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 02:01 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 01:47 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) +0.05
reasoning
Economic research on tariffs
2026-03-04 01:18 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 01:11 eval Evaluated by llama-3.3-70b-wai: -0.01 (Neutral) +0.01
reasoning
Economic research on tariffs
2026-03-04 00:40 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 00:33 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-04 00:33 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 23:53 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 23:53 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 23:15 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 23:12 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 23:07 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 22:45 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) -0.02
reasoning
Economic research on tariffs
2026-03-03 22:40 eval Evaluated by llama-3.3-70b-wai: +0.00 (Neutral) +0.02
reasoning
Economic research on tariffs
2026-03-03 22:38 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 22:11 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 22:07 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 21:13 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 21:08 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 21:03 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 20:41 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 20:25 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 20:09 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 19:47 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 19:40 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 19:25 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 18:55 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 18:44 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 18:15 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 18:10 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) 0.00
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 18:07 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral) 0.00
reasoning
Economic research on tariffs
2026-03-03 17:33 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral)
reasoning
Economic research paper, no explicit human rights discussion
2026-03-03 17:27 eval Evaluated by llama-3.3-70b-wai: -0.02 (Neutral)
reasoning
Economic research on tariffs