Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 -0.20 Mild positive 0.80 0.49 Human Rights Conflict
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 -0.20 Neutral 0.80 0.28 Airline Safety
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
+0.40 What it's like being an airline pilot when missiles start crossing flight path (www.theguardian.com)
7 points by bookofjoe 2 days ago | 1 comments on HN | Mild positive ~lite vlite-1.6
Summary ~lite Human Rights Conflict Acknowledges
Article describes pilot's experience with missiles crossing flight path
EQ 0.70
SO 0.60
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 8 HN snapshots · 25 evals
+1 0 −1 HN
Audit Trail 45 entries
2026-03-07 22:51 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-07 22:51 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Article discusses pilot's experience with missiles, implicit rights concerns
2026-03-07 22:42 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-07 22:42 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Investigative journalism on airline pilot safety
2026-03-07 21:27 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 21:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) -0.01
2026-03-07 21:08 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 21:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 19:56 eval_success Lite evaluated: Mild positive (0.16) - -
2026-03-07 19:56 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Article discusses pilot's experience with missiles, implicit rights concerns
2026-03-07 19:45 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-07 19:45 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Investigative journalism on airline pilot safety
2026-03-07 18:54 eval_success PSQ evaluated: g-PSQ=0.068 (3 dims) - -
2026-03-07 18:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.07 (Neutral) +0.01
2026-03-07 18:47 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 18:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 18:04 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 18:04 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-07 17:56 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 17:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 17:50 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 17:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 16:55 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 16:55 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-07 16:45 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 16:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 16:21 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 16:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-07 16:16 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 16:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-07 16:14 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 16:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 15:43 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 15:43 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) 0.00
2026-03-07 15:40 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 15:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 15:39 eval_success PSQ evaluated: g-PSQ=0.055 (3 dims) - -
2026-03-07 15:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral) -0.01
2026-03-07 15:08 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 15:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-07 15:06 eval Evaluated by llama-3.3-70b-wai-psq: +0.07 (Neutral)
2026-03-07 14:47 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Article discusses pilot's experience with missiles, implicit rights concerns
2026-03-07 14:41 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive) 0.00
reasoning
Article discusses pilot's experience with missiles, implicit rights concerns
2026-03-07 14:36 eval Evaluated by llama-4-scout-wai: +0.16 (Mild positive)
reasoning
Article discusses pilot's experience with missiles, implicit rights concerns
2026-03-07 14:35 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral)
reasoning
Investigative journalism on airline pilot safety