Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.30 ND Moderate positive 0.80 0.00 Digital Divide
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.80 ND Strong positive 0.90 0.00 Digital Inclusion
deepseek/deepseek-v3.2-20251201 0.00 -0.01 Neutral 0.21 0.30 Digital Access
claude-haiku-4-5-20251001 +0.08 -0.03 Neutral 0.10 — Digital Access & Inclusion
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite deepseek/deepseek-v3.2-20251201 claude-haiku-4-5-20251001 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND 0.00 ND ND
Article 1 ND ND 0.00 ND ND
Article 2 ND ND 0.00 ND ND
Article 3 ND ND 0.00 ND ND
Article 4 ND ND 0.00 ND ND
Article 5 ND ND 0.00 ND ND
Article 6 ND ND 0.00 ND ND
Article 7 ND ND 0.00 ND ND
Article 8 ND ND 0.00 ND ND
Article 9 ND ND 0.00 ND ND
Article 10 ND ND 0.00 ND ND
Article 11 ND ND 0.00 ND ND
Article 12 ND ND -0.31 ND ND
Article 13 ND ND 0.00 ND ND
Article 14 ND ND 0.00 ND ND
Article 15 ND ND 0.00 ND ND
Article 16 ND ND 0.00 ND ND
Article 17 ND ND 0.00 ND ND
Article 18 ND ND 0.00 ND ND
Article 19 ND ND 0.15 ND ND
Article 20 ND ND 0.00 ND ND
Article 21 ND ND 0.00 ND ND
Article 22 ND ND 0.00 ND ND
Article 23 ND ND 0.00 ND ND
Article 24 ND ND 0.00 ND ND
Article 25 ND ND 0.15 ND ND
Article 26 ND ND 0.25 ND ND
Article 27 ND ND 0.10 ND ND
Article 28 ND ND 0.00 ND ND
Article 29 ND ND 0.00 ND ND
Article 30 ND ND 0.00 ND ND
+0.30 Verizon expands free Home Internet program to help bridge digital divide (verizon.com)
2 points by 9wzYQbTYsAIc 1240 days ago | 0 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Digital Divide Acknowledges
Verizon expands free internet program
EQ 0.70
SO 0.60
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 25 entries
2026-02-28 11:44 model_divergence Cross-model spread 0.80 exceeds threshold (4 models) - -
2026-02-28 11:44 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-02-28 11:44 eval Evaluated by llama-3.3-70b-wai: +0.30 (Moderate positive)
reasoning
PR content supports digital inclusion
2026-02-28 11:44 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-27 21:33 eval_success Light evaluated: Strong positive (0.80) - -
2026-02-27 21:33 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive)
2026-02-27 17:02 eval_skip Content gate: error_page - -
2026-02-27 16:47 eval_skip Content gate: error_page - -
2026-02-27 16:33 eval_skip Content gate: error_page - -
2026-02-26 23:21 rater_validation_fail Light parse failure for model llama-4-scout-wai: SyntaxError: Unexpected token '+', ..."itorial": +0.2, "... is not valid JSON - -
2026-02-26 23:16 rater_validation_fail Light parse failure for model llama-4-scout-wai: SyntaxError: Unexpected token '+', ..."itorial": +0.2, "... is not valid JSON - -
2026-02-26 23:11 rater_validation_fail Light parse failure for model llama-4-scout-wai: SyntaxError: Unexpected token '+', ..."itorial": +0.2, "... is not valid JSON - -
2026-02-26 20:16 dlq Dead-lettered after 1 attempts: Verizon expands free Home Internet program to help bridge digital divide - -
2026-02-26 20:14 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:13 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:12 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:41 dlq Dead-lettered after 1 attempts: Verizon expands free Home Internet program to help bridge digital divide - -
2026-02-26 17:39 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:38 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:37 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 11:12 eval_success Evaluated: Neutral (0.00) - -
2026-02-26 11:12 eval Evaluated by deepseek-v3.2: +0.00 (Neutral) 10,486 tokens
2026-02-26 09:10 dlq Dead-lettered after 1 attempts: Verizon expands free Home Internet program to help bridge digital divide - -
2026-02-26 03:41 eval Evaluated by claude-haiku-4-5-20251001: +0.08 (Neutral) 11,871 tokens -0.10
2026-02-26 03:10 eval Evaluated by claude-haiku-4-5-20251001: +0.18 (Mild positive) 11,758 tokens