Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Tech Community
deepseek/deepseek-v3.2-20251201 +0.02 +0.00 Neutral 0.21 0.09 Creative Participation
claude-haiku-4-5-20251001 ND ND
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201 claude-haiku-4-5-20251001
Preamble ND ND 0.04 ND
Article 1 ND ND 0.00 ND
Article 2 ND ND 0.00 ND
Article 3 ND ND 0.00 ND
Article 4 ND ND 0.00 ND
Article 5 ND ND 0.00 ND
Article 6 ND ND 0.00 ND
Article 7 ND ND 0.00 ND
Article 8 ND ND 0.00 ND
Article 9 ND ND 0.00 ND
Article 10 ND ND 0.00 ND
Article 11 ND ND 0.00 ND
Article 12 ND ND -0.26 ND
Article 13 ND ND 0.00 ND
Article 14 ND ND 0.00 ND
Article 15 ND ND 0.00 ND
Article 16 ND ND 0.00 ND
Article 17 ND ND 0.00 ND
Article 18 ND ND 0.00 ND
Article 19 ND ND 0.20 ND
Article 20 ND ND 0.00 ND
Article 21 ND ND 0.00 ND
Article 22 ND ND 0.00 ND
Article 23 ND ND 0.00 ND
Article 24 ND ND 0.00 ND
Article 25 ND ND 0.00 ND
Article 26 ND ND 0.04 ND
Article 27 ND ND 0.24 ND
Article 28 ND ND 0.00 ND
Article 29 ND ND 0.00 ND
Article 30 ND ND 0.00 ND
0.00 Ask HN: Most interesting tech you built for just yourself?
1901 points by l2silver 1040 days ago | 1792 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Technology Neutral
Discussion about personal tech projects
EQ 0.50
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 29 evals
+1 0 −1 HN
Audit Trail 49 entries
2026-02-28 09:39 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 09:39 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:10 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 08:10 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:07 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:07 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 07:18 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
reasoning
Tech forum neutral stance
2026-02-28 07:14 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 07:14 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:55 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 06:55 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:49 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:49 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 05:32 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:32 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 05:32 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 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 04:54 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 04:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 04:54 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-28 04:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 04:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 04:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 04:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 03:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 03:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 03:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 03:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 02:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 02:25 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 02:07 eval Evaluated by deepseek-v3.2: +0.01 (Neutral) 9,110 tokens
2026-02-28 02:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 02:01 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech forum neutral stance
2026-02-28 01:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 01:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 01:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 01:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED neutral tech discussion
2026-02-28 01:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED neutral tech discussion
2026-02-28 01:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech forum neutral stance