Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -1.00 Moderate negative 1.00 1.00 Science Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Science Display
@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 — 0.63 — —
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
0.00 The "Crown of Nobles" Noble Gas Tube Display (2024) (theshamblog.com)
152 points by Ivoah 28 days ago | 33 comments on HN | Moderate negative ~lite vlite-1.6
Summary ~lite Science Technology Neutral
A blog post about a noble gas tube display.
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 · 5 evals
+1 0 −1 HN
Audit Trail 13 entries
2026-03-07 20:47 model_divergence Cross-model spread 0.40 exceeds threshold (2 models) - -
2026-03-07 20:47 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-07 20:47 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
reasoning
The content appears to be a blog post about a noble gas tube display with no explicit discussion of human rights.
2026-03-07 20:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 20:40 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-07 20:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Noble gas display, no rights discussion
2026-03-07 20:40 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-07 16:43 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-07 16:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-07 16:38 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-07 16:38 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-07 16:38 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-07 16:38 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)