Model Comparison
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 +0.23 +0.30 Mild positive 0.10 0.10 Creative Expression & Education
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 ND Mild positive 0.80 0.00 Tech nostalgia
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Software History
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 0.10 ND ND
Article 1 0.20 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 ND ND ND
Article 12 ND ND ND
Article 13 ND ND ND
Article 14 ND ND ND
Article 15 ND ND ND
Article 16 ND ND ND
Article 17 ND ND ND
Article 18 ND ND ND
Article 19 0.35 ND ND
Article 20 ND ND ND
Article 21 ND ND ND
Article 22 ND ND ND
Article 23 0.20 ND ND
Article 24 ND ND ND
Article 25 ND ND ND
Article 26 0.20 ND ND
Article 27 0.41 ND ND
Article 28 ND ND ND
Article 29 ND ND ND
Article 30 ND ND ND
+0.10 "Our programs are fun to use." (unsung.aresluna.org)
6 points by todsacerdoti 20 hours ago | 1 comments on HN | Mild positive ~lite vlight-1.4
Summary ~lite Tech nostalgia Acknowledges
Nostalgic tech story
EQ 0.60
SO 0.40
TD 0.20
Light evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 56 entries
2026-02-28 07:43 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 07:43 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
2026-02-28 07:43 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:43 model_divergence Cross-model spread 0.25 exceeds threshold (3 models) - -
2026-02-28 07:38 model_divergence Cross-model spread 0.25 exceeds threshold (3 models) - -
2026-02-28 07:38 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 07:38 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
2026-02-28 07:38 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:30 model_divergence Cross-model spread 0.25 exceeds threshold (3 models) - -
2026-02-28 07:30 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 07:30 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 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 06:56 model_divergence Cross-model spread 0.25 exceeds threshold (3 models) - -
2026-02-28 06:56 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 06:56 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:46 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-02-28 06:29 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 06:29 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:29 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
2026-02-28 05:54 eval_success Evaluated: Mild positive (0.25) - -
2026-02-28 05:54 eval Evaluated by deepseek-v3.2: +0.25 (Mild positive) 9,716 tokens
2026-02-28 05:33 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 05:33 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.10
2026-02-28 05:33 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:10 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 05:10 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 04:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:45 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:33 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 03:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:38 eval Evaluated by llama-3.3-70b-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 03:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 03:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 02:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 02:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:41 eval Evaluated by llama-3.3-70b-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 01:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 00:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-28 00:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)