Model Comparison
Model Editorial Structural Class Conf SETL Theme
@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 — 0.87 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.20 Neutral 1.00 0.20 Technology Hobby
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Technology Storage
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
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-3.3-70b-instruct-fp8-fast lite @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/qwen/qwen3-30b-a3b-fp8 lite @cf/qwen/qwen3-30b-a3b-fp8 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 ND ND
Article 1 ND ND ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND ND ND
ND Billy bookshelves as a retro motherboard "rack" (rubenerd.com)
69 points by ingve 8 days ago | 52 comments on HN ~lite vlite-2.0
Summary ~lite
Positive tech blog post
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 331 HN snapshots · 72 evals
+1 0 −1 HN
Audit Trail 92 entries
2026-03-06 23:41 eval_success PSQ evaluated: g-PSQ=0.320 (3 dims) - -
2026-03-06 23:41 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) -0.00
2026-03-06 23:21 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 23:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 23:00 eval_success PSQ evaluated: g-PSQ=0.322 (3 dims) - -
2026-03-06 23:00 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 22:14 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 22:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 22:08 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 22:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:46 eval_success PSQ evaluated: g-PSQ=0.322 (3 dims) - -
2026-03-06 21:46 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) -0.20
2026-03-06 21:21 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 21:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 21:03 eval_success PSQ evaluated: g-PSQ=0.520 (3 dims) - -
2026-03-06 21:03 eval Evaluated by llama-3.3-70b-wai-psq: +0.52 (Moderate positive) +0.20
2026-03-06 20:39 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 20:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 20:22 eval_success PSQ evaluated: g-PSQ=0.322 (3 dims) - -
2026-03-06 20:22 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 20:16 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-06 20:04 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 20:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:59 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 19:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:45 eval_success PSQ evaluated: g-PSQ=0.322 (3 dims) - -
2026-03-06 19:45 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 19:22 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 19:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:11 eval_success PSQ evaluated: g-PSQ=0.322 (3 dims) - -
2026-03-06 19:11 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) -0.20
2026-03-06 18:45 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 18:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 18:31 eval_success PSQ evaluated: g-PSQ=0.520 (3 dims) - -
2026-03-06 18:31 eval Evaluated by llama-3.3-70b-wai-psq: +0.52 (Moderate positive) +0.20
2026-03-06 18:01 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 18:01 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 17:16 eval_success PSQ evaluated: g-PSQ=0.322 (3 dims) - -
2026-03-06 17:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 16:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 16:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) -0.20
2026-03-06 16:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:00 eval Evaluated by llama-3.3-70b-wai-psq: +0.52 (Moderate positive) +0.20
2026-03-06 15:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 15:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 15:19 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 15:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 14:36 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 14:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 13:59 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 13:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 13:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 13:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 13:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 12:42 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 12:37 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) -0.20
2026-03-06 12:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 12:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 12:04 eval Evaluated by llama-3.3-70b-wai-psq: +0.52 (Moderate positive) +0.20
2026-03-06 11:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 11:32 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 11:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 11:00 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 10:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 10:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 10:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 10:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 09:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) +0.00
2026-03-06 09:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 09:19 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) -0.20
2026-03-06 09:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.52 (Moderate positive) +0.20
2026-03-06 08:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 08:43 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 08:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 08:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 07:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 07:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 07:45 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 07:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 07:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 06:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 06:43 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 06:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 06:11 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 05:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 05:31 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-06 03:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 03:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-06 03:36 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-05 20:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
Technical blog post about using IKEA BILLY bookshelves as a retro motherboard rack
2026-03-05 20:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical blog post on retro motherboard storage