Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Education Tech
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Education Access
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
0.00 Ask HN: Chromebook leads for K-8 school in need?
46 points by techteach00 8 days ago | 44 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Education Tech Neutral
Teacher seeks new Chromebooks for K-8 students
EQ 0.50
SO 0.20
TD 0.10
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 231 HN snapshots · 2 evals
+1 0 −1 HN
Audit Trail 6 entries
2026-02-28 07:27 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech inquiry for educational resources
2026-02-28 07:27 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:06 eval_success Light evaluated: Mild positive (0.20) - -
2026-02-28 07:06 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Community forum post
2026-02-28 07:06 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -