Model Comparison
Model Editorial Structural Class Conf SETL Theme
claude-haiku-4-5-20251001 ND ND
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technology Use
@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 +0.10 +0.07 Mild positive 0.03 0.05 Knowledge Sharing
Section claude-haiku-4-5-20251001 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND -0.08
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND 0.32
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND 0.25
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
0.00 Ask HN: What do you do with your Raspberry Pi?
1741 points by xylo 2443 days ago | 1069 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Technology Use Neutral
Users discuss Raspberry Pi usage
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 28 evals
+1 0 −1 HN
Audit Trail 48 entries
2026-02-28 09:40 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 09:40 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 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 08:19 rater_validation_warn Light validation warnings for model llama-4-scout-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 discussion no rights stance
2026-02-28 08:07 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:21 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:21 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 07:21 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:19 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:19 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 06:57 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:57 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 06:57 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:53 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 06:53 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:37 eval_success Evaluated: Mild positive (0.16) - -
2026-02-28 06:37 eval Evaluated by deepseek-v3.2: +0.16 (Mild positive) 8,108 tokens
2026-02-28 06:37 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 1R - -
2026-02-28 05:37 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 05:37 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:16 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 05:16 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 05:16 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 04:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 04:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 04:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 04:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 04:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 03:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 03:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 03:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 02:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 02:32 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 02:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 02:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech discussion no rights stance
2026-02-28 02:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 01:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 01:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 01:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion forum, neutral tech usage
2026-02-28 01:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Discussion forum, neutral tech usage
2026-02-28 01:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech discussion no rights stance