Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.70 ND Strong positive 0.90 0.00 Free Speech Privacy
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.90 ND Strong positive 0.90 0.00 Digital Rights
claude-haiku-4-5 lite +0.90 ND Strong positive 0.95 0.00 Digital rights advocacy
deepseek/deepseek-v3.2-20251201 +0.61 +0.43 Strong positive 0.59 0.33 Digital Rights Advocacy
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite claude-haiku-4-5 lite deepseek/deepseek-v3.2-20251201 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND ND 0.79 ND
Article 1 ND ND ND 1.00 ND
Article 2 ND ND ND 0.62 ND
Article 3 ND ND ND 0.52 ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND 0.42 ND
Article 6 ND ND ND 0.52 ND
Article 7 ND ND ND 0.58 ND
Article 8 ND ND ND 0.42 ND
Article 9 ND ND ND 0.50 ND
Article 10 ND ND ND 0.48 ND
Article 11 ND ND ND ND ND
Article 12 ND ND ND 0.99 ND
Article 13 ND ND ND 0.36 ND
Article 14 ND ND ND 0.26 ND
Article 15 ND ND ND 0.16 ND
Article 16 ND ND ND ND ND
Article 17 ND ND ND 0.89 ND
Article 18 ND ND ND 0.62 ND
Article 19 ND ND ND 1.00 ND
Article 20 ND ND ND 0.96 ND
Article 21 ND ND ND 0.52 ND
Article 22 ND ND ND 0.46 ND
Article 23 ND ND ND 0.26 ND
Article 24 ND ND ND ND ND
Article 25 ND ND ND 0.44 ND
Article 26 ND ND ND 0.91 ND
Article 27 ND ND ND 0.86 ND
Article 28 ND ND ND 0.52 ND
Article 29 ND ND ND 0.51 ND
Article 30 ND ND ND 0.36 ND
+0.70 [CAL-LITE] EFF Deeplinks (EP-2) (www.eff.org)
0 points 3 days ago | 0 comments on HN | Strong positive ~lite vlite-1.4
Summary ~lite Free Speech Privacy Advocates
EFF Deeplinks blog advocates for digital rights and freedoms
EQ 0.80
SO 0.70
TD 0.90
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 22 evals
+1 0 −1 HN
Audit Trail 42 entries
2026-02-28 11:13 eval_success Lite evaluated: Strong positive (0.70) - -
2026-02-28 11:13 eval Evaluated by llama-4-scout-wai: +0.70 (Strong positive) -0.10
reasoning
Editorial stance on human rights, specifically free speech and privacy
2026-02-28 11:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 09:08 eval_success Light evaluated: Strong positive (0.90) - -
2026-02-28 09:08 eval Evaluated by llama-3.3-70b-wai: +0.90 (Strong positive) 0.00
reasoning
Implicit rights advocacy blog
2026-02-28 09:08 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:04 eval_success Light evaluated: Strong positive (0.90) - -
2026-02-28 09:04 eval Evaluated by llama-3.3-70b-wai: +0.90 (Strong positive) 0.00
reasoning
Implicit rights advocacy blog
2026-02-28 09:04 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:17 eval Evaluated by claude-haiku-4-5: +0.90 (Strong positive) +0.25
2026-02-28 01:40 dlq Dead-lettered after 1 attempts: [CAL-LIGHT] EFF Deeplinks (EP-2) - -
2026-02-28 01:38 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:37 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:36 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:36 dlq_replay DLQ message 97623 replayed to LLAMA_QUEUE: [CAL-LIGHT] EFF Deeplinks (EP-2) - -
2026-02-28 00:52 eval_success Light evaluated: Strong positive (0.80) - -
2026-02-28 00:52 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
reasoning
Editorial stance on human rights, specifically free speech and privacy
2026-02-28 00:46 eval Evaluated by claude-haiku-4-5: +0.65 (Strong positive) -0.20
2026-02-28 00:41 eval_success Light evaluated: Strong positive (0.90) - -
2026-02-28 00:41 eval Evaluated by llama-3.3-70b-wai: +0.90 (Strong positive) 0.00
reasoning
Implicit rights advocacy blog
2026-02-28 00:30 eval Evaluated by claude-haiku-4-5: +0.85 (Strong positive) +0.05
2026-02-28 00:12 eval_success Light evaluated: Strong positive (0.80) - -
2026-02-28 00:12 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
reasoning
Editorial stance on human rights, specifically free speech and privacy
2026-02-28 00:11 eval_success Light evaluated: Strong positive (0.90) - -
2026-02-28 00:11 eval Evaluated by llama-3.3-70b-wai: +0.90 (Strong positive)
reasoning
Implicit rights advocacy blog
2026-02-28 00:03 eval Evaluated by claude-haiku-4-5: +0.80 (Strong positive) 0.00
2026-02-27 21:51 eval_success Light evaluated: Strong positive (0.80) - -
2026-02-27 21:51 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
reasoning
Editorial stance on human rights, specifically free speech and privacy
2026-02-27 21:48 eval Evaluated by claude-haiku-4-5: +0.80 (Strong positive) -0.08
2026-02-27 21:48 eval Evaluated by claude-haiku-4-5: +0.88 (Strong positive) +0.08
2026-02-27 21:36 eval_success Light evaluated: Strong positive (0.80) - -
2026-02-27 21:36 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
reasoning
Editorial stance on human rights, specifically free speech and privacy
2026-02-27 21:33 eval Evaluated by claude-haiku-4-5: +0.80 (Strong positive) 0.00
2026-02-27 21:33 eval Evaluated by claude-haiku-4-5: +0.80 (Strong positive) 0.00
2026-02-27 21:10 eval Evaluated by claude-haiku-4-5: +0.80 (Strong positive) -0.02
2026-02-27 21:01 eval Evaluated by claude-haiku-4-5: +0.82 (Strong positive) -0.05
2026-02-27 19:07 dlq Dead-lettered after 1 attempts: [CAL-LIGHT] EFF Deeplinks (EP-2) - -
2026-02-27 19:05 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 19:04 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 16:26 eval Evaluated by deepseek-v3.2: +0.65 (Strong positive) 11,775 tokens
2026-02-27 16:17 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive)
reasoning
Editorial stance on human rights, specifically free speech and privacy
2026-02-27 13:02 eval Evaluated by claude-haiku-4-5: +0.87 (Strong positive)