Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 +0.10 Neutral 0.80 -0.12 AI game development
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 +0.16 Mild positive 0.80 -0.10 AI game dev
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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
-0.04 The Excommunicated Devs Making Games with AI (www.tyleo.com)
57 points by tyleo 15 hours ago | 71 comments on HN | Neutral ~lite vlite-1.5
Summary ~lite AI game development Acknowledges
AI game dev community
EQ 0.60
SO 0.40
TD 0.70
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 74 HN snapshots · 17 evals
+1 0 −1 HN
Audit Trail 34 entries
2026-03-03 10:12 eval_success Lite evaluated: Neutral (0.03) - -
2026-03-03 10:12 eval Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
reasoning
Game dev community uses AI, no rights discussion
2026-03-03 09:56 eval_success Lite evaluated: Mild positive (0.12) - -
2026-03-03 09:56 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
Article discusses AI in game development, community, and creative freedom
2026-03-03 09:25 eval_success Lite evaluated: Neutral (0.03) - -
2026-03-03 09:25 eval Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
reasoning
Game dev community uses AI, no rights discussion
2026-03-03 09:08 eval_success Lite evaluated: Mild positive (0.12) - -
2026-03-03 09:08 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
Article discusses AI in game development, community, and creative freedom
2026-03-03 09:03 eval_success Lite evaluated: Mild positive (0.12) - -
2026-03-03 09:03 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
Article discusses AI in game development, community, and creative freedom
2026-03-03 08:51 eval_success Lite evaluated: Neutral (0.03) - -
2026-03-03 08:51 eval Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
reasoning
Game dev community uses AI, no rights discussion
2026-03-03 08:22 eval_success Lite evaluated: Mild positive (0.12) - -
2026-03-03 08:22 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
Article discusses AI in game development, community, and creative freedom
2026-03-03 08:11 eval_success Lite evaluated: Neutral (0.03) - -
2026-03-03 08:11 eval Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
reasoning
Game dev community uses AI, no rights discussion
2026-03-03 07:48 eval_success Lite evaluated: Mild positive (0.12) - -
2026-03-03 07:47 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
Article discusses AI in game development, community, and creative freedom
2026-03-03 07:34 eval_success Lite evaluated: Neutral (0.03) - -
2026-03-03 07:34 eval Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
reasoning
Game dev community uses AI, no rights discussion
2026-03-03 07:03 eval_success Lite evaluated: Mild positive (0.12) - -
2026-03-03 07:03 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
Article discusses AI in game development, community, and creative freedom
2026-03-03 06:45 eval_success Lite evaluated: Neutral (0.03) - -
2026-03-03 06:45 eval Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
reasoning
Game dev community uses AI, no rights discussion
2026-03-03 06:16 eval_success Lite evaluated: Mild positive (0.12) - -
2026-03-03 06:16 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
Article discusses AI in game development, community, and creative freedom
2026-03-03 06:12 eval_success Lite evaluated: Mild positive (0.12) - -
2026-03-03 06:12 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive) 0.00
reasoning
Article discusses AI in game development, community, and creative freedom
2026-03-03 06:11 eval_success Lite evaluated: Neutral (0.03) - -
2026-03-03 06:11 eval Evaluated by llama-3.3-70b-wai: +0.03 (Neutral) 0.00
reasoning
Game dev community uses AI, no rights discussion
2026-03-03 03:19 eval_success Lite evaluated: Mild positive (0.12) - -
2026-03-03 03:19 eval Evaluated by llama-4-scout-wai: +0.12 (Mild positive)
reasoning
Article discusses AI in game development, community, and creative freedom
2026-03-03 03:17 eval_success Lite evaluated: Neutral (0.03) - -
2026-03-03 03:17 eval Evaluated by llama-3.3-70b-wai: +0.03 (Neutral)
reasoning
Game dev community uses AI, no rights discussion