Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 1.00 0.00 No human rights theme
claude-haiku-4-5 lite 0.00 ND Neutral 0.95 0.00 Government weather utility
deepseek/deepseek-v3.2-20251201 +0.10 +0.22 Neutral 0.25 -0.29 Public Safety Infrastructure
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite claude-haiku-4-5 lite deepseek/deepseek-v3.2-20251201 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND ND 0.41 ND
Article 1 ND ND ND 0.00 ND
Article 2 ND ND ND 0.49 ND
Article 3 ND ND ND 0.71 ND
Article 4 ND ND ND 0.00 ND
Article 5 ND ND ND 0.00 ND
Article 6 ND ND ND 0.00 ND
Article 7 ND ND ND 0.24 ND
Article 8 ND ND ND 0.00 ND
Article 9 ND ND ND 0.00 ND
Article 10 ND ND ND 0.00 ND
Article 11 ND ND ND 0.00 ND
Article 12 ND ND ND 0.03 ND
Article 13 ND ND ND 0.34 ND
Article 14 ND ND ND 0.00 ND
Article 15 ND ND ND 0.00 ND
Article 16 ND ND ND 0.00 ND
Article 17 ND ND ND 0.00 ND
Article 18 ND ND ND 0.24 ND
Article 19 ND ND ND 0.88 ND
Article 20 ND ND ND 0.00 ND
Article 21 ND ND ND 0.17 ND
Article 22 ND ND ND 0.41 ND
Article 23 ND ND ND 0.24 ND
Article 24 ND ND ND 0.17 ND
Article 25 ND ND ND 0.74 ND
Article 26 ND ND ND 0.74 ND
Article 27 ND ND ND 0.83 ND
Article 28 ND ND ND 0.34 ND
Article 29 ND ND ND 0.24 ND
Article 30 ND ND ND 0.00 ND
0.00 [CAL-LITE] Weather.gov (EN-1) (www.weather.gov)
0 points 3 days ago | 0 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Neutral
Official government weather service website with no apparent human rights stance
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 21 evals
+1 0 −1 HN
Audit Trail 41 entries
2026-02-28 11:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:12 model_divergence Cross-model spread 0.30 exceeds threshold (4 models) - -
2026-02-28 11:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral weather service website, no human rights stance
2026-02-28 09:03 model_divergence Cross-model spread 0.30 exceeds threshold (3 models) - -
2026-02-28 09:03 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Utility site with no rights stance
2026-02-28 09:03 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:16 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral) -0.15
2026-02-28 01:41 dlq Dead-lettered after 1 attempts: [CAL-LIGHT] Weather.gov (EN-1) - -
2026-02-28 01:39 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:37 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:36 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:35 dlq_replay DLQ message 97618 replayed to LLAMA_QUEUE: [CAL-LIGHT] Weather.gov (EN-1) - -
2026-02-28 00:53 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral weather service website, no human rights stance
2026-02-28 00:44 eval Evaluated by claude-haiku-4-5: +0.15 (Mild positive) -0.05
2026-02-28 00:41 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Utility site with no rights stance
2026-02-28 00:26 eval Evaluated by claude-haiku-4-5: +0.20 (Mild positive) +0.20
2026-02-28 00:12 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral weather service website, no human rights stance
2026-02-28 00:12 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Utility site with no rights stance
2026-02-28 00:00 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral) 0.00
2026-02-27 21:51 eval_success Light evaluated: Neutral (0.00) - -
2026-02-27 21:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral weather service website, no human rights stance
2026-02-27 21:47 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral) 0.00
2026-02-27 21:47 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral) 0.00
2026-02-27 21:36 eval_success Light evaluated: Neutral (0.00) - -
2026-02-27 21:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral weather service website, no human rights stance
2026-02-27 21:31 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral) 0.00
2026-02-27 21:10 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral) -0.20
2026-02-27 21:09 eval Evaluated by claude-haiku-4-5: +0.20 (Mild positive) +0.20
2026-02-27 21:01 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral) 0.00
2026-02-27 19:07 dlq Dead-lettered after 1 attempts: [CAL-LIGHT] Weather.gov (EN-1) - -
2026-02-27 19:05 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 19:04 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 16:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Neutral weather service website, no human rights stance
2026-02-27 15:34 eval Evaluated by deepseek-v3.2: +0.30 (Neutral) 10,320 tokens
2026-02-27 13:00 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral)