Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Consumer Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Consumer Rights
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
+0.20 Tell HN: Cancelling HP Instant Ink prevents cartridges from being used
517 points by wfme 1013 days ago | 392 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Consumer Rights Acknowledges
Critique of HP Instant Ink
EQ 0.60
SO 0.40
TD 0.20
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 13 entries
2026-02-28 10:34 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 10:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:34 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
2026-02-28 10:29 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 10:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:29 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
2026-02-28 10:21 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 10:21 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 10:21 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
2026-02-26 06:58 dlq Dead-lettered after 1 attempts: Tell HN: Cancelling HP Instant Ink prevents cartridges from being used - -
2026-02-26 06:49 credit_exhausted Credit balance too low, retrying in 271s - -
2026-02-26 06:44 credit_exhausted Credit balance too low, retrying in 313s - -
2026-02-26 06:38 credit_exhausted Credit balance too low, retrying in 293s - -