Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Economic Data
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 AI productivity
deepseek/deepseek-v3.2-20251201 +0.20 -0.10 Neutral 0.05 0.27 Free Expression
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201
Preamble ND ND ND
Article 1 ND ND ND
Article 2 ND ND ND
Article 3 ND ND ND
Article 4 ND ND ND
Article 5 ND ND ND
Article 6 ND ND ND
Article 7 ND ND ND
Article 8 ND ND ND
Article 9 ND ND ND
Article 10 ND ND ND
Article 11 ND ND ND
Article 12 ND ND ND
Article 13 ND ND ND
Article 14 ND ND ND
Article 15 ND ND ND
Article 16 ND ND ND
Article 17 ND ND ND
Article 18 ND ND ND
Article 19 ND ND 0.08
Article 20 ND ND ND
Article 21 ND ND ND
Article 22 ND ND ND
Article 23 ND ND ND
Article 24 ND ND ND
Article 25 ND ND ND
Article 26 ND ND ND
Article 27 ND ND ND
Article 28 ND ND ND
Article 29 ND ND ND
Article 30 ND ND ND
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-02-28 07:31 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:31 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech economics article
2026-02-28 07:14 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral tech news
2026-02-28 07:14 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 18:50 eval_success Evaluated: Neutral (-0.05) - -
2026-02-26 18:50 eval Evaluated by deepseek-v3.2: -0.05 (Neutral) 9,284 tokens
2026-02-26 12:20 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 12:18 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 12:17 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 12:16 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 10:05 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 10:04 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 10:02 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 10:01 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 10:01 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 09:59 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 09:59 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 09:56 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 09:55 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -
2026-02-26 09:49 credit_exhausted Credit balance too low, retrying in 248s - -
2026-02-26 09:43 dlq Dead-lettered after 1 attempts: AI adoption and Solow's productivity paradox - -