Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 +0.20 Moderate positive 0.80 0.28 Renewable Energy
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 +0.20 Mild positive 0.80 0.00 Renewable Energy
@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 For the first time, renewable energy generation beat out coal in the US (www.popsci.com)
316 points by doener 1075 days ago | 304 comments on HN | Moderate positive ~lite vlite-1.6
Summary ~lite Renewable Energy Acknowledges
Renewable energy generation surpasses coal in the US for the first time.
EQ 0.70
SO 0.60
TD 0.80
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 11 entries
2026-03-07 21:23 eval_success Lite evaluated: Moderate positive (0.32) - -
2026-03-07 21:23 eval Evaluated by llama-4-scout-wai: +0.32 (Moderate positive)
reasoning
The article discusses renewable energy generation surpassing coal in the US, touching on climate change and environmenta
2026-03-07 21:23 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-07 21:17 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-07 21:17 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Environmental article on renewable energy
2026-03-07 01:43 eval_success PSQ evaluated: g-PSQ=0.450 (3 dims) - -
2026-03-07 01:43 eval Evaluated by llama-3.3-70b-wai-psq: +0.45 (Moderate positive) 0.00
2026-03-07 01:41 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-07 01:41 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-07 01:38 eval_success PSQ evaluated: g-PSQ=0.450 (3 dims) - -
2026-03-07 01:38 eval Evaluated by llama-3.3-70b-wai-psq: +0.45 (Moderate positive)