Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Environmental Conservation
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Environmental science
meta-llama/llama-3.3-70b-instruct:free ND ND
nvidia/nemotron-3-nano-30b-a3b:free ND ND
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite meta-llama/llama-3.3-70b-instruct:free nvidia/nemotron-3-nano-30b-a3b:free
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 Wolves make roadways safer (pnas.org)
500 points 1562 days ago | 0 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Environmental Conservation Neutral
Scientific study on wolves and road safety, no human rights focus
EQ 0.50
SO 0.20
TD 0.10
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 17 entries
2026-02-28 22:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 22:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Scientific article, no explicit human rights discussion
2026-02-28 11:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:12 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Scientific article neutral
2026-02-27 21:05 dlq_auto_replay DLQ auto-replay: message 97554 re-enqueued - -
2026-02-27 02:08 dlq Dead-lettered after 1 attempts: Wolves make roadways safer - -
2026-02-26 22:02 eval_success Evaluated: Neutral (0.00) - -
2026-02-26 22:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Scientific article, no explicit human rights discussion
2026-02-26 22:02 rater_validation_warn Validation warnings for model llama-4-scout-wai: 31W 31R - -
2026-02-26 21:21 dlq Dead-lettered after 1 attempts: Wolves make roadways safer - -
2026-02-26 21:19 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 21:18 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 21:17 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 06:53 dlq Dead-lettered after 1 attempts: Wolves make roadways safer - -
2026-02-26 06:45 credit_exhausted Credit balance too low, retrying in 241s - -
2026-02-26 06:39 credit_exhausted Credit balance too low, retrying in 357s - -