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 —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Free Expression
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
0.00 What podcasts are you listening to?
44 points by thomk 8 days ago | 73 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Neutral
User discussion on podcast recommendations
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 165 HN snapshots · 3 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-02-28 07:28 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:28 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED neutral discussion on podcast recommendations
2026-02-28 07:12 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Community forum discussion
2026-02-28 07:12 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:07 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Community forum discussion
2026-02-28 07:07 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 14:19 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:18 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:15 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:15 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:15 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:14 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:13 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:12 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:10 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:09 credit_exhausted Credit balance too low, retrying in 257s - -
2026-02-26 14:09 credit_exhausted Credit balance too low, retrying in 318s - -
2026-02-26 14:08 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:08 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -
2026-02-26 14:08 dlq Dead-lettered after 1 attempts: What podcasts are you listening to? - -