Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -0.60 Mild negative 0.80 0.65 Open Source Community
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.87 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.60 Mild negative 0.80 0.60 Responsible AI
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @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
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND Give Django your time and money, not your tokens (www.better-simple.com)
437 points by dcreager 8 days ago | 171 comments on HN ~lite vlite-2.0
Summary ~lite
Article advises on using LLMs in Django contributions to maintain transparency and understanding.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 635 HN snapshots · 108 evals
+1 0 −1 HN
Audit Trail 128 entries
2026-03-19 22:06 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 22:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 21:46 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-19 21:46 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 20:46 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 20:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 20:35 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-19 20:35 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 19:25 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 19:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 19:11 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-19 19:11 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 18:01 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 18:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 17:44 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-19 17:44 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) -0.18
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 16:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 16:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.32
2026-03-19 16:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 16:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.18
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 15:32 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-19 15:32 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.32
2026-03-19 15:08 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-19 15:08 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 14:08 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 14:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 13:44 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-19 13:44 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 05:01 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-19 05:01 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 04:07 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 04:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 03:50 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-19 03:50 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 02:47 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 02:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 02:28 eval_success Lite evaluated: Mild negative (-0.18) - -
2026-03-19 02:28 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-19 01:21 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-19 01:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 01:11 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 23:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 23:13 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 22:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.32
2026-03-18 22:23 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 21:19 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.32
2026-03-18 21:18 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 20:09 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 20:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 19:35 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) -0.18
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 19:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.16
2026-03-18 18:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.18
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 18:48 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-18 18:18 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 18:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.32
2026-03-18 17:45 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 17:27 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-18 17:01 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 16:50 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.32
2026-03-18 16:25 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 16:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.32
2026-03-18 15:50 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 15:32 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-18 15:13 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 14:51 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.16
2026-03-18 14:36 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 14:14 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-18 14:03 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 13:37 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 13:26 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 13:01 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 12:50 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 12:20 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 12:09 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 11:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 11:34 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 11:05 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.16
2026-03-18 10:56 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 10:30 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-18 10:22 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 09:54 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 09:45 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 09:17 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 09:09 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 08:43 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 08:34 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 08:06 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 07:56 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 07:30 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-18 07:20 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 06:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-18 06:45 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 06:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) +0.32
2026-03-18 06:10 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 05:42 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-18 05:35 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 05:07 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 05:00 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 04:30 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) +0.16
2026-03-18 04:22 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 03:52 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) -0.16
2026-03-18 03:45 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 03:00 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) 0.00
2026-03-18 02:43 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 01:03 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-18 00:55 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-18 00:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive)
2026-03-18 00:11 eval Evaluated by llama-3.3-70b-wai: -0.24 (Mild negative)
reasoning
Technical blog post on responsible LLM use in Django
2026-03-17 23:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 23:36 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-17 22:29 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 22:23 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-17 21:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 21:09 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-17 20:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 19:56 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-17 18:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 18:49 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-17 18:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 18:11 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-17 17:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 17:26 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-17 16:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 16:48 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-17 16:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-17 16:12 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative) 0.00
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.
2026-03-17 15:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-17 15:37 eval Evaluated by llama-4-scout-wai: -0.18 (Mild negative)
reasoning
The content discusses the use of LLMs in contributing to Django, focusing on understanding and community engagement.