Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.87 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 +0.16 Neutral 0.90 -0.16 Technology Hardware
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 +0.10 Neutral 0.80 -0.10 Tech access
@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-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
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ND AMD will bring its "Ryzen AI" processors to standard desktop PCs for first time (arstechnica.com)
228 points by Bender 5 days ago | 232 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses AMD's Ryzen AI 400 chips for desktop PCs.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 433 HN snapshots · 69 evals
+1 0 −1 HN
Audit Trail 89 entries
2026-03-06 22:39 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 22:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 22:21 eval_success PSQ evaluated: g-PSQ=0.371 (3 dims) - -
2026-03-06 22:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.37 (Moderate positive) +0.17
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 21:10 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 21:10 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) -0.01
2026-03-06 20:36 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 20:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 20:27 eval_success PSQ evaluated: g-PSQ=0.211 (3 dims) - -
2026-03-06 20:27 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) +0.01
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 19:52 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 19:52 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 19:23 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 19:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 19:19 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 19:19 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 18:46 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 18:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 18:40 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 18:40 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 18:36 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 18:36 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
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 17:23 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 17:23 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) -0.01
2026-03-06 16:51 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 16:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:47 eval_success PSQ evaluated: g-PSQ=0.211 (3 dims) - -
2026-03-06 16:47 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) +0.01
2026-03-06 16:15 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 16:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 16:12 eval_success PSQ evaluated: g-PSQ=0.198 (3 dims) - -
2026-03-06 16:12 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) -0.01
2026-03-06 15:40 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-06 15:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 15:35 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild 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 15:00 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) +0.01
2026-03-06 14:18 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 14:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 14:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) -0.01
2026-03-06 13:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 13:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) +0.01
2026-03-06 13:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 12:59 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) -0.01
2026-03-06 12:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (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 12:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-06 11:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 11:46 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-06 11:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 11:15 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 11:14 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-06 10:43 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (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 10:08 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild 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 09:36 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild 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 09:03 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-06 08:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 08:31 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild 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 08:02 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) +0.01
2026-03-06 07:57 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 07:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) -0.01
2026-03-06 07:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 06:59 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) 0.00
2026-03-06 06:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 06:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive) +0.01
2026-03-06 06:24 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 06:22 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 05:44 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 05:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 05:39 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-06 04:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 04:26 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) 0.00
2026-03-05 17:04 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 16:47 eval Evaluated by llama-3.3-70b-wai-psq: +0.20 (Mild positive) -0.01
2026-03-05 07:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 07:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.21 (Mild positive)
2026-03-03 00:56 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
Tech article about AMD Ryzen AI 400 CPUs, no explicit rights discussion
2026-03-03 00:51 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral)
reasoning
Tech article about AMD Ryzen AI 400 CPUs, no explicit rights discussion
2026-03-03 00:51 eval Evaluated by llama-3.3-70b-wai: +0.05 (Neutral)
reasoning
Tech article, neutral stance, embodies access