Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.83 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.73 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.20 Neutral 1.00 0.20 Health Science
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.60 Mild negative 0.90 0.60 Animal Health
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-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
ND Why it takes you and an elephant the same amount of time to poop (www.pbs.org)
72 points by Tomte 2 days ago | 74 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses the similarity in defecation time between humans and elephants, citing specific research.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 215 HN snapshots · 86 evals
+1 0 −1 HN
Audit Trail 106 entries
2026-03-08 19:25 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-08 19:25 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-08 19:13 eval_success PSQ evaluated: g-PSQ=0.358 (3 dims) - -
2026-03-08 19:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-08 18:55 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-08 18:55 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the time it takes for humans and elephants to poop, with no explicit human rights discussion.
2026-03-08 18:55 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 18:49 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-08 18:49 eval Evaluated by llama-3.3-70b-wai: -0.24 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 18:49 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 18:45 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-08 18:45 eval Evaluated by llama-3.3-70b-wai: -0.24 (Mild negative) 0.00
reasoning
Technical content, zero rights discussion
2026-03-08 18:45 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 16:35 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-08 16:35 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-08 16:22 eval_success PSQ evaluated: g-PSQ=0.358 (3 dims) - -
2026-03-08 16:22 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-08 16:04 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-08 16:04 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The content discusses the time it takes for humans and elephants to poop, with no explicit human rights discussion.
2026-03-08 16:04 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 15:59 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-08 15:59 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) +0.16
reasoning
The content discusses the time it takes for humans and elephants to poop, with no explicit human rights discussion.
2026-03-08 15:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 15:47 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-08 15:47 eval Evaluated by llama-3.3-70b-wai: -0.24 (Mild negative) -0.32
reasoning
Technical content, zero rights discussion
2026-03-08 15:47 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-07 19:18 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 19:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-07 19:14 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-07 19:14 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-07 18:34 eval_success PSQ evaluated: g-PSQ=0.358 (3 dims) - -
2026-03-07 18:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 18:29 eval_success PSQ evaluated: g-PSQ=0.358 (3 dims) - -
2026-03-07 18:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 17:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-07 17:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 11:28 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 11:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 10:57 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 10:56 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 10:52 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 10:23 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 10:19 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 10:17 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-07 09:49 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 09:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 09:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 09:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-07 08:49 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 08:43 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 08:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 08:11 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-07 08:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-07 07:49 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 07:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-07 07:27 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 07:17 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 06:58 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-07 06:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-07 06:47 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 06:21 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 06:17 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 06:12 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 05:50 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 05:42 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 05:37 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 05:19 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 05:08 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 04:46 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 04:38 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 04:14 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 04:07 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 03:43 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 03:38 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 03:36 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 03:02 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 03:01 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 02:56 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 02:26 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 02:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 02:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 01:55 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 01:44 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 01:17 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 01:06 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-07 00:30 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-07 00:08 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-06 23:41 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 23:37 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-06 23:36 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 23:04 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-06 23:03 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-06 22:00 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-06 21:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive) 0.00
2026-03-06 21:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-06 21:05 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 21:00 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) +0.16
2026-03-06 20:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 20:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 20:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) -0.16
2026-03-06 20:39 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-06 20:33 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-06 20:33 eval Evaluated by llama-3.3-70b-wai-psq: +0.36 (Moderate positive)
2026-03-06 20:33 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
The content discusses the time it takes for humans and elephants to poop, with no explicit human rights discussion.
2026-03-06 20:33 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral)
reasoning
Technical content, zero rights discussion