Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 transportation safety
deepseek/deepseek-v3.2-20251201 +0.17 +0.16 Mild positive 0.06 0.00 Education & Science
@cf/meta/llama-4-scout-17b-16e-instruct +0.00 0.00 Neutral 0.21 0.15 Economic Development
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
nvidia/nemotron-3-nano-30b-a3b:free ND ND — — — —
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct meta-llama/llama-3.3-70b-instruct:free nvidia/nemotron-3-nano-30b-a3b:free
Preamble ND ND 0.00 ND ND
Article 1 ND ND 0.00 ND ND
Article 2 ND ND 0.10 ND ND
Article 3 ND ND 0.00 ND ND
Article 4 ND ND 0.00 ND ND
Article 5 ND ND 0.00 ND ND
Article 6 ND ND 0.00 ND ND
Article 7 ND ND 0.00 ND ND
Article 8 ND ND 0.00 ND ND
Article 9 ND ND 0.00 ND ND
Article 10 ND ND 0.00 ND ND
Article 11 ND ND 0.00 ND ND
Article 12 ND ND 0.00 ND ND
Article 13 ND ND 0.00 ND ND
Article 14 ND ND 0.00 ND ND
Article 15 ND ND 0.00 ND ND
Article 16 ND ND 0.00 ND ND
Article 17 ND ND 0.00 ND ND
Article 18 ND ND 0.00 ND ND
Article 19 ND 0.18 0.00 ND ND
Article 20 ND ND 0.00 ND ND
Article 21 ND ND 0.00 ND ND
Article 22 ND ND 0.00 ND ND
Article 23 ND 0.20 0.00 ND ND
Article 24 ND ND 0.00 ND ND
Article 25 ND ND 0.24 ND ND
Article 26 ND 0.41 0.25 ND ND
Article 27 ND 0.18 0.00 ND ND
Article 28 ND ND 0.00 ND ND
Article 29 ND ND 0.00 ND ND
Article 30 ND ND 0.00 ND ND
0.00 The Physics and Economics of Moving 44 Tonnes at 56mph (www.mikeayles.com)
135 points by mikeayles 6 days ago | 112 comments on HN | Neutral ~lite vlite-1.3
Summary ~lite transportation safety Neutral
Truck physics and economics
EQ 0.50
SO 0.20
TD 0.10
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 1412 HN snapshots · 3 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-02-28 00:44 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:44 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-27 02:19 eval_success Evaluated: Mild positive (0.23) - -
2026-02-27 02:19 eval Evaluated by deepseek-v3.2: +0.23 (Mild positive) 12,405 tokens
2026-02-26 22:03 eval_success Evaluated: Neutral (0.02) - -
2026-02-26 22:03 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral)
2026-02-26 21:21 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 21:19 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 21:18 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 21:17 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 18:43 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:41 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:40 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:39 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:39 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:39 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:38 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:38 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:37 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:35 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:35 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:34 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -
2026-02-26 18:34 dlq Dead-lettered after 1 attempts: The Physics and Economics of Moving 44 Tonnes at 56mph - -