Model Comparison
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 +0.10 +0.04 Neutral 0.10 0.25 Scientific Knowledge Sharing
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No human rights theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 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 0.12 ND ND
Article 1 0.18 ND ND
Article 2 0.00 ND ND
Article 3 0.00 ND ND
Article 4 0.00 ND ND
Article 5 0.00 ND ND
Article 6 0.00 ND ND
Article 7 0.00 ND ND
Article 8 0.00 ND ND
Article 9 0.00 ND ND
Article 10 0.00 ND ND
Article 11 0.00 ND ND
Article 12 0.00 ND ND
Article 13 0.12 ND ND
Article 14 0.00 ND ND
Article 15 0.00 ND ND
Article 16 0.00 ND ND
Article 17 0.00 ND ND
Article 18 0.12 ND ND
Article 19 0.46 ND ND
Article 20 0.12 ND ND
Article 21 0.00 ND ND
Article 22 0.00 ND ND
Article 23 0.18 ND ND
Article 24 0.00 ND ND
Article 25 0.00 ND ND
Article 26 0.42 ND ND
Article 27 0.52 ND ND
Article 28 0.00 ND ND
Article 29 0.00 ND ND
Article 30 0.00 ND ND
0.00 The Longest Line of Sight (tombh.co.uk)
10 points by zdw 1 days ago | 0 comments on HN | Neutral ~lite vlight-1.4
Summary ~lite No human rights theme Neutral
Technical article on geography
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 58 entries
2026-02-28 07:44 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:44 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:44 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 07:39 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 07:39 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:20 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 07:20 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:19 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:18 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 06:52 eval_success Evaluated: Neutral (0.10) - -
2026-02-28 06:52 eval Evaluated by deepseek-v3.2: +0.10 (Neutral) 12,390 tokens +0.03
2026-02-28 06:52 rater_validation_warn Validation warnings for model deepseek-v3.2: 22W 22R - -
2026-02-28 06:43 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:43 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:43 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 06:27 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 06:27 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:12 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 06:12 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 05:31 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:31 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:19 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:19 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 05:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 05:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:47 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:43 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 04:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 04:00 eval Evaluated by deepseek-v3.2: +0.07 (Neutral) 12,833 tokens -0.22
2026-02-28 03:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:32 eval Evaluated by deepseek-v3.2: +0.29 (Mild positive) 11,111 tokens
2026-02-28 03:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 03:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 03:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 03:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 03:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 01:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
2026-02-28 01:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-28 00:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)