Model Comparison
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 +0.34 +0.10 Mild positive 0.19 0.28 Knowledge Sharing & Expression
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 AI development
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 AI Technology
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite
Preamble 0.18 ND ND
Article 1 ND ND ND
Article 2 ND ND ND
Article 3 ND ND ND
Article 4 ND ND ND
Article 5 ND ND ND
Article 6 ND ND ND
Article 7 ND ND ND
Article 8 ND ND ND
Article 9 ND ND ND
Article 10 ND ND ND
Article 11 0.12 ND ND
Article 12 0.22 ND ND
Article 13 ND ND ND
Article 14 ND ND ND
Article 15 ND ND ND
Article 16 ND ND ND
Article 17 0.32 ND ND
Article 18 0.28 ND ND
Article 19 0.38 ND ND
Article 20 ND ND ND
Article 21 ND ND ND
Article 22 0.16 ND ND
Article 23 0.22 ND ND
Article 24 ND ND ND
Article 25 ND ND ND
Article 26 0.28 ND ND
Article 27 0.38 ND ND
Article 28 ND ND ND
Article 29 0.12 ND ND
Article 30 ND ND ND
0.00 An AI agent coding skeptic tries AI agent coding, in excessive detail (minimaxir.com)
39 points by minimaxir 15 hours ago | 6 comments on HN | Neutral ~lite vlight-1.4
Summary ~lite AI development Neutral
Technical AI post
EQ 0.50
SO 0.50
TD 0.50
Light evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 60 entries
2026-02-28 09:14 model_divergence Cross-model spread 0.26 exceeds threshold (3 models) - -
2026-02-28 09:14 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 09:14 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:51 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:51 model_divergence Cross-model spread 0.26 exceeds threshold (3 models) - -
2026-02-28 08:51 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 08:46 model_divergence Cross-model spread 0.26 exceeds threshold (3 models) - -
2026-02-28 08:46 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 08:46 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:19 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:19 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:19 model_divergence Cross-model spread 0.26 exceeds threshold (3 models) - -
2026-02-28 08:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 08:17 model_divergence Cross-model spread 0.26 exceeds threshold (3 models) - -
2026-02-28 08:17 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 08:17 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:14 eval_success Evaluated: Mild positive (0.26) - -
2026-02-28 08:14 model_divergence Cross-model spread 0.26 exceeds threshold (3 models) - -
2026-02-28 08:14 eval Evaluated by deepseek-v3.2: +0.26 (Mild positive) 13,551 tokens +0.21
2026-02-28 07:30 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 07:30 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:02 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 07:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 06:43 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 06:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 06:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 06:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:18 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:48 eval Evaluated by deepseek-v3.2: +0.05 (Neutral) 13,708 tokens
2026-02-28 03:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 03:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:58 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 01:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 01:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-28 00:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)