Model Comparison
Model Editorial Structural Class Conf SETL Theme
claude-haiku-4-5-20251001 ND ND — — — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 tech advertising
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 tech news
deepseek/deepseek-v3.2-20251201 -0.06 +0.03 Neutral 0.08 -0.02 Privacy & Autonomy
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
Section claude-haiku-4-5-20251001 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND ND -0.08 ND
Article 1 ND ND ND ND ND
Article 2 ND ND ND -0.20 ND
Article 3 ND ND ND ND ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND ND ND
Article 6 ND ND ND ND ND
Article 7 ND ND ND -0.10 ND
Article 8 ND ND ND ND ND
Article 9 ND ND ND ND ND
Article 10 ND ND ND ND ND
Article 11 ND ND ND ND ND
Article 12 ND ND ND -0.39 ND
Article 13 ND ND ND ND ND
Article 14 ND ND ND ND ND
Article 15 ND ND ND ND ND
Article 16 ND ND ND ND ND
Article 17 ND ND ND ND ND
Article 18 ND ND ND ND ND
Article 19 ND ND ND 0.25 ND
Article 20 ND ND ND ND ND
Article 21 ND ND ND ND ND
Article 22 ND ND ND ND ND
Article 23 ND ND ND ND ND
Article 24 ND ND ND ND ND
Article 25 ND ND ND ND ND
Article 26 ND ND ND ND ND
Article 27 ND ND ND 0.15 ND
Article 28 ND ND ND -0.10 ND
Article 29 ND ND ND -0.10 ND
Article 30 ND ND ND ND ND
+0.10 Microsoft is now injecting full-size ads on Chrome website (www.neowin.net)
610 points by joenathanone 1104 days ago | 365 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite tech advertising Acknowledges
Reports on Microsoft's ad strategy for Edge browser
EQ 0.60
SO 0.40
TD 0.70
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 3 evals
+1 0 −1 HN
Audit Trail 20 entries
2026-02-28 10:42 eval_success Lite evaluated: Mild positive (0.10) - -
2026-02-28 10:42 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, tech news site with neutral rights stance
2026-02-28 10:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:34 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 10:34 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
tech news neutral
2026-02-28 10:34 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 21:33 eval_success Evaluated: Neutral (-0.07) - -
2026-02-26 21:33 eval Evaluated by deepseek-v3.2: -0.07 (Neutral) 14,901 tokens
2026-02-26 20:01 dlq Dead-lettered after 1 attempts: Microsoft is now injecting full-size ads on Chrome website - -
2026-02-26 20:00 dlq Dead-lettered after 1 attempts: Microsoft is now injecting full-size ads on Chrome website - -
2026-02-26 20:00 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 20:00 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 19:59 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:58 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:57 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:55 rater_validation_fail Validation failed for model llama-4-scout-wai - -
2026-02-26 19:12 dlq Dead-lettered after 1 attempts: Microsoft is now injecting full-size ads on Chrome website - -
2026-02-26 19:10 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:09 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:07 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -