Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.20 ND Mild negative 0.80 0.00 digital rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 Technology Privacy
deepseek/deepseek-v3.2-20251201 +0.35 -0.07 Mild positive 0.08 0.40 Digital Autonomy
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 @cf/meta/llama-4-scout-17b-16e-instruct lite deepseek/deepseek-v3.2-20251201 meta-llama/llama-3.3-70b-instruct:free nvidia/nemotron-3-nano-30b-a3b:free
Preamble ND -0.06 ND ND ND
Article 1 ND 0.00 ND ND ND
Article 2 ND 0.05 ND ND ND
Article 3 ND 0.00 ND ND ND
Article 4 ND 0.00 ND ND ND
Article 5 ND 0.00 ND ND ND
Article 6 ND 0.00 ND ND ND
Article 7 ND 0.00 ND ND ND
Article 8 ND 0.00 ND ND ND
Article 9 ND 0.00 ND ND ND
Article 10 ND 0.00 ND ND ND
Article 11 ND 0.00 ND ND ND
Article 12 ND -0.07 -0.27 ND ND
Article 13 ND 0.00 ND ND ND
Article 14 ND 0.00 ND ND ND
Article 15 ND 0.00 ND ND ND
Article 16 ND 0.00 ND ND ND
Article 17 ND 0.00 ND ND ND
Article 18 ND 0.00 ND ND ND
Article 19 ND 0.11 0.56 ND ND
Article 20 ND 0.00 ND ND ND
Article 21 ND 0.00 ND ND ND
Article 22 ND 0.00 ND ND ND
Article 23 ND 0.00 ND ND ND
Article 24 ND 0.00 ND ND ND
Article 25 ND 0.00 ND ND ND
Article 26 ND 0.07 ND ND ND
Article 27 ND 0.11 ND ND ND
Article 28 ND 0.00 ND ND ND
Article 29 ND 0.00 ND ND ND
Article 30 ND 0.00 ND ND ND
-0.20 No I don't want to turn on Windows Backup with One Drive (idiallo.com)
580 points by firefoxd 141 days ago | 446 comments on HN | Mild negative ~lite vlite-1.4
Summary ~lite digital rights Neglects
Tech blog post
EQ 0.50
SO 0.30
TD 0.20
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-02-28 13:34 model_divergence Cross-model spread 0.34 exceeds threshold (3 models) - -
2026-02-28 13:34 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-02-28 13:34 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative)
reasoning
tech blog slight negative
2026-02-26 22:39 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-26 22:39 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
2026-02-26 20:02 dlq Dead-lettered after 1 attempts: No I don't want to turn on Windows Backup with One Drive - -
2026-02-26 20:00 dlq Dead-lettered after 1 attempts: No I don't want to turn on Windows Backup with One Drive - -
2026-02-26 19:59 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:59 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 19:59 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 19:58 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:57 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:52 eval_success Evaluated: Mild positive (0.14) - -
2026-02-26 19:52 eval Evaluated by deepseek-v3.2: +0.14 (Mild positive) 13,357 tokens
2026-02-26 19:49 eval_success Evaluated: Neutral (0.01) - -
2026-02-26 19:49 eval Evaluated by llama-4-scout-wai: +0.01 (Neutral)
2026-02-26 19:40 rater_auto_disable Model llama-4-scout-wai auto-disabled: 5 consecutive parse failures - -
2026-02-26 19:40 rater_validation_fail Parse failure for model llama-4-scout-wai: TypeError: Cannot read properties of undefined (reading 'find') - -
2026-02-26 19:11 dlq Dead-lettered after 1 attempts: No I don't want to turn on Windows Backup with One Drive - -
2026-02-26 19:09 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:08 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:07 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -