Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.50 -0.20 Mild positive 0.80 0.59 Health Care
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 -0.20 Mild positive 0.80 0.59 Healthcare access
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.57 — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @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
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
+0.50 She called 911 for an ambulance. She got a nightmare instead (www.seattletimes.com)
48 points by petethomas 2 days ago | 28 comments on HN | Mild positive ~lite vlite-1.6
Summary ~lite Health Care Acknowledges
Article exposes gaps in Seattle's ambulance service through a woman's 911 calls
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 27 HN snapshots · 14 evals
+1 0 −1 HN
Audit Trail 29 entries
2026-03-10 13:28 eval_success Lite evaluated: Mild positive (0.22) - -
2026-03-10 13:27 eval Evaluated by llama-4-scout-wai: +0.22 (Mild positive) 0.00
reasoning
Investigative journalism exposing gaps in ambulance service, implicit rights concerns
2026-03-10 12:59 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-10 12:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 12:51 eval_success Lite evaluated: Mild positive (0.22) - -
2026-03-10 12:51 eval Evaluated by llama-4-scout-wai: +0.22 (Mild positive) 0.00
reasoning
Investigative journalism exposing gaps in ambulance service, implicit rights concerns
2026-03-10 04:34 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-10 04:34 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-10 04:25 eval_success Lite evaluated: Mild positive (0.22) - -
2026-03-10 04:25 eval Evaluated by llama-4-scout-wai: +0.22 (Mild positive) 0.00
reasoning
Investigative journalism exposing gaps in ambulance service, implicit rights concerns
2026-03-09 00:19 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-08 23:40 eval_success Lite evaluated: Mild positive (0.22) - -
2026-03-08 23:40 eval Evaluated by llama-3.3-70b-wai: +0.22 (Mild positive) 0.00
reasoning
Investigative journalism exposing gaps
2026-03-08 23:39 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 23:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-08 23:39 eval_success PSQ evaluated: g-PSQ=0.068 (3 dims) - -
2026-03-08 23:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.07 (Neutral) 0.00
2026-03-08 23:38 eval_success Lite evaluated: Mild positive (0.22) - -
2026-03-08 23:38 eval Evaluated by llama-4-scout-wai: +0.22 (Mild positive) 0.00
reasoning
Investigative journalism exposing gaps in ambulance service, implicit rights concerns
2026-03-08 22:19 eval_success Lite evaluated: Mild positive (0.22) - -
2026-03-08 22:19 eval Evaluated by llama-3.3-70b-wai: +0.22 (Mild positive) 0.00
reasoning
Investigative journalism exposing gaps
2026-03-08 22:16 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-08 22:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-08 22:15 eval_success PSQ evaluated: g-PSQ=0.068 (3 dims) - -
2026-03-08 22:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.07 (Neutral)
2026-03-08 22:15 eval_success Lite evaluated: Mild positive (0.22) - -
2026-03-08 22:15 eval Evaluated by llama-4-scout-wai: +0.22 (Mild positive)
reasoning
Investigative journalism exposing gaps in ambulance service, implicit rights concerns
2026-03-08 22:14 eval_success Lite evaluated: Mild positive (0.22) - -
2026-03-08 22:14 eval Evaluated by llama-3.3-70b-wai: +0.22 (Mild positive)
reasoning
Investigative journalism exposing gaps