Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Software Engineering
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 1.00 0.00 No human rights theme
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 Hardwood: A New Parser for Apache Parquet (www.morling.dev)
100 points by rmoff 3 days ago | 11 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Software Engineering Neutral
Technical blog post about a new parser for Apache Parquet
EQ 0.50
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 489 HN snapshots · 63 evals
+1 0 −1 HN
Audit Trail 83 entries
2026-03-02 03:46 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 03:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-02 03:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 03:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-02 03:40 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 03:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-02 02:57 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 02:57 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-02 02:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 02:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-02 02:22 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 02:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-02 02:21 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 02:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-02 02:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 02:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-02 01:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 01:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-02 01:22 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 01:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-02 00:51 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 00:51 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-02 00:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 00:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-02 00:04 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 00:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 23:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 23:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 23:10 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 23:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 23:05 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 23:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 22:24 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 22:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 22:19 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 22:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 22:14 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 22:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 21:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 21:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 21:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 21:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 20:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 20:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 20:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 20:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 19:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 19:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 19:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 19:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 19:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 18:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 18:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 17:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 17:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 15:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 15:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 14:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 14:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 14:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 14:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 14:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 13:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 13:16 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 13:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 12:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 12:32 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 12:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 12:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 11:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 11:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 11:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 11:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 10:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 10:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 09:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 09:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 09:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 08:34 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 08:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 08:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog with no rights stance
2026-03-01 07:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial on software engineering, no human rights stance
2026-03-01 07:35 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech blog with no rights stance