Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Technical Documentation
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.83 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.73 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technical Documentation
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite
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 ND
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 ND
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 ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
0.00 Invoker Commands API (developer.mozilla.org)
11 points by maqnius 2 days ago | 1 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Technical Documentation Neutral
Invoker Commands API docs
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 76 HN snapshots · 28 evals
+1 0 −1 HN
Audit Trail 48 entries
2026-03-08 19:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 19:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical API documentation
2026-03-08 19:36 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 17:32 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-08 17:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-08 17:29 eval_success PSQ evaluated: g-PSQ=0.464 (3 dims) - -
2026-03-08 17:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-08 17:27 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 17:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation on Invoker Commands API, no human rights discussion
2026-03-08 17:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 17:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 17:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical API documentation
2026-03-08 17:08 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 15:02 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-08 15:02 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-08 14:58 eval_success PSQ evaluated: g-PSQ=0.464 (3 dims) - -
2026-03-08 14:58 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-08 14:58 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 14:58 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 14:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation on Invoker Commands API, no human rights discussion
2026-03-08 14:48 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 14:48 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 14:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical API documentation
2026-03-08 13:45 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-08 13:45 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-08 13:44 eval_success PSQ evaluated: g-PSQ=0.464 (3 dims) - -
2026-03-08 13:44 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-08 13:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 13:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation on Invoker Commands API, no human rights discussion
2026-03-08 13:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 13:35 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 13:35 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical API documentation
2026-03-08 13:35 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 12:38 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-08 12:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation on Invoker Commands API, no human rights discussion
2026-03-08 12:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-08 12:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation on Invoker Commands API, no human rights discussion
2026-03-08 12:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical API documentation
2026-03-08 11:25 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-08 11:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-08 11:20 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive) 0.00
2026-03-08 11:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation on Invoker Commands API, no human rights discussion
2026-03-08 11:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical API documentation
2026-03-08 11:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical API documentation
2026-03-08 10:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-08 10:06 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive)
2026-03-08 10:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical documentation on Invoker Commands API, no human rights discussion
2026-03-08 10:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical API documentation