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 — 0.40 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -1.00 Moderate negative 0.50 1.00 —
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
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 @cf/qwen/qwen3-30b-a3b-fp8 lite @cf/qwen/qwen3-30b-a3b-fp8 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 ND ND
Article 1 ND ND ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND ND ND
ND "It Turns Out" (jsomers.net)
326 points by Munksgaard 25 days ago | 91 comments on HN ~lite vlite-2.0
Summary ~lite
The blog post 'It Turns Out' by jsomers.net appears to be a safe and neutral personal blog post.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 1080 HN snapshots · 103 evals
+1 0 −1 HN
Audit Trail 123 entries
2026-03-07 19:17 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 19:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.49
2026-03-07 19:12 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-07 19:12 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-07 18:32 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-07 18:32 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-07 18:27 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-07 18:27 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-07 17:39 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-07 17:39 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-07 17:22 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-07 17:22 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 22:42 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-06 22:42 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 22:26 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-06 22:26 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 17:48 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-06 17:48 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 17:32 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-06 17:32 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 17:27 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-06 17:27 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 14:10 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-06 14:10 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 14:06 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-06 14:06 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 14:05 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-06 14:05 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 13:15 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-06 13:15 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 13:13 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-06 13:13 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 13:08 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-06 13:08 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 12:39 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-06 12:39 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 12:35 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-06 12:35 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 12:33 eval_success PSQ evaluated: g-PSQ=-0.209 (3 dims) - -
2026-03-06 12:33 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 12:01 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 12:00 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 11:56 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 11:27 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 11:23 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 11:18 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 10:53 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 10:46 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 10:18 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 10:11 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 09:44 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 09:39 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 09:36 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 09:04 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 09:03 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 08:59 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 08:33 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 08:29 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 08:01 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 07:59 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 07:55 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 07:26 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 07:23 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 06:55 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 06:52 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 06:47 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 06:23 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 06:14 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 05:41 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 05:32 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-06 04:32 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-06 04:06 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-05 17:28 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-05 17:23 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-05 13:33 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-05 07:29 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative) 0.00
2026-03-05 06:29 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-05 04:40 eval Evaluated by llama-4-scout-wai-psq: -0.21 (Mild negative)
2026-03-05 04:21 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-05 04:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-05 04:05 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-05 03:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-05 03:24 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-05 03:16 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-05 02:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-05 02:42 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-05 02:15 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-05 02:02 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-05 01:42 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-05 01:20 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-05 01:15 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-05 01:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-05 00:39 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-05 00:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-05 00:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 23:59 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) -0.40
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 23:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 23:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.40
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 23:18 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 23:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 23:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 22:34 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 22:25 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 21:56 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 21:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 21:51 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 21:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 21:15 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 21:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 20:32 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 20:32 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 20:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 19:50 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 19:49 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.70
reasoning
CSS code, no rights discussion
2026-03-04 19:01 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 19:00 eval Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 18:00 eval Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 17:59 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 16:33 eval Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 16:32 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 15:52 eval Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative) 0.00
reasoning
CSS code, no rights discussion
2026-03-04 15:49 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
reasoning
The content appears to be a blog post with styling and script tags, but no explicit human rights discussion.
2026-03-04 15:48 eval Evaluated by llama-3.3-70b-wai: -0.70 (Strong negative)
reasoning
CSS code, no rights discussion