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 Consumer Protection
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 Economic Justice
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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
+0.70 Cards Against Humanity Statement and Form for Tariff Refunds (www.getyourfuckingmoneyback.com)
92 points by verdverm 15 hours ago | 19 comments on HN | Strong positive ~lite vlite-1.4
Summary ~lite Consumer Protection Champions
Tariff refund advocacy
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
Audit Trail 60 entries
2026-02-28 08:29 eval_success Light evaluated: Moderate positive (0.56) - -
2026-02-28 08:29 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) +0.16
2026-02-28 08:29 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:27 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 08:27 eval_success Light evaluated: Strong positive (0.70) - -
2026-02-28 08:27 eval Evaluated by llama-3.3-70b-wai: +0.70 (Strong positive) +0.10
2026-02-28 08:27 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:12 rater_validation_fail Parse failure for model deepseek-v3.2: Error: Failed to parse OpenRouter JSON: SyntaxError: Expected ',' or ']' after array element in JSON at position 4594 (line 111 column 6). Extracted text starts with: { "schema_version": "3.7", "e - -
2026-02-28 08:03 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:03 eval_success Light evaluated: Strong positive (0.60) - -
2026-02-28 08:03 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 07:30 eval_success Light evaluated: Strong positive (0.60) - -
2026-02-28 07:30 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:30 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 07:08 eval_success Light evaluated: Strong positive (0.60) - -
2026-02-28 07:08 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:08 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) -0.10
2026-02-28 06:59 eval_success Light evaluated: Moderate positive (0.40) - -
2026-02-28 06:59 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:59 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 06:59 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
2026-02-28 06:44 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-02-28 06:44 eval_success Light evaluated: Strong positive (0.70) - -
2026-02-28 06:44 eval Evaluated by llama-3.3-70b-wai: +0.70 (Strong positive) +0.10
2026-02-28 06:44 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:42 eval_success Light evaluated: Moderate positive (0.40) - -
2026-02-28 06:42 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:42 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
2026-02-28 06:32 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
2026-02-28 05:53 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 05:43 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 05:37 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
2026-02-28 05:24 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
2026-02-28 05:23 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 05:23 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) -0.16
2026-02-28 05:20 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 05:12 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) -0.24
2026-02-28 04:43 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 04:16 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 04:14 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 03:36 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 03:27 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 03:18 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 03:10 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.10
2026-02-28 02:59 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) -0.10
2026-02-28 02:45 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 02:40 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 02:38 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 02:36 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 02:28 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 02:15 eval Evaluated by deepseek-v3.2: +0.11 (Mild positive) 11,874 tokens +0.09
2026-02-28 02:00 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 01:43 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 01:34 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
2026-02-28 01:30 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) +0.10
2026-02-28 01:21 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive) 0.00
2026-02-28 01:15 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 01:05 eval Evaluated by deepseek-v3.2: +0.02 (Neutral) 10,932 tokens
2026-02-28 00:50 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
2026-02-28 00:46 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive)