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 tech development
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No human rights theme
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 The challenges of porting Shufflepuck Cafe to the 8 bits Apple II (www.colino.net)
85 points by homarp 8 days ago | 17 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite tech development Neutral
Technical article on porting a game to an older platform
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 · 2 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-02-28 06:57 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech article
2026-02-28 06:57 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:47 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:47 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech tutorial no rights stance
2026-02-28 06:47 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 14:45 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:35 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:34 credit_exhausted Credit balance too low, retrying in 327s - -
2026-02-26 14:34 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:31 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:29 credit_exhausted Credit balance too low, retrying in 253s - -
2026-02-26 14:27 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:25 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:25 credit_exhausted Credit balance too low, retrying in 307s - -
2026-02-26 14:24 credit_exhausted Credit balance too low, retrying in 299s - -
2026-02-26 14:24 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:24 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:22 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:20 credit_exhausted Credit balance too low, retrying in 323s - -
2026-02-26 14:20 dlq Dead-lettered after 1 attempts: The challenges of porting Shufflepuck Cafe to the 8 bits Apple II - -
2026-02-26 14:20 credit_exhausted Credit balance too low, retrying in 263s - -