Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.80 0.00 Right to Repair
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Right to Repair
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
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-02-28 06:38 eval_success Light evaluated: Moderate positive (0.56) - -
2026-02-28 06:38 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
Editorial stance on right to repair, implicit rights support
2026-02-28 06:38 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:38 model_divergence Cross-model spread 0.36 exceeds threshold (2 models) - -
2026-02-28 06:29 eval_success Light evaluated: Mild positive (0.20) - -
2026-02-28 06:29 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:29 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
News article on repair rights
2026-02-26 06:45 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 06:37 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 06:33 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 06:33 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 06:33 credit_exhausted Credit balance too low, retrying in 360s - -
2026-02-26 06:30 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 06:27 credit_exhausted Credit balance too low, retrying in 349s - -
2026-02-26 06:25 credit_exhausted Credit balance too low, retrying in 307s - -
2026-02-26 06:23 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 06:14 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 06:13 credit_exhausted Credit balance too low, retrying in 248s - -
2026-02-26 06:11 credit_exhausted Credit balance too low, retrying in 358s - -
2026-02-26 06:09 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 06:08 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 06:08 dlq Dead-lettered after 1 attempts: Iowa farmers are leading the fight for repair - -
2026-02-26 04:39 eval Evaluated by claude-haiku-4-5-20251001: +0.36 (Neutral) 14,563 tokens