Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.90 ND Strong positive 0.90 0.00 Human Rights Advocacy
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.96 ND Strong positive 0.99 0.00 Human Rights Advocacy
claude-haiku-4-5 lite +0.92 ND Strong positive 0.98 0.00 Documenting rights abuses
deepseek/deepseek-v3.2-20251201 +0.73 ND Strong positive 0.38 — Freedom & Justice
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 1.00 ND
Article 1 ND ND ND 1.00 ND
Article 2 ND ND ND 1.00 ND
Article 3 ND ND ND 0.80 ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND 1.00 ND
Article 6 ND ND ND ND ND
Article 7 ND ND ND 0.70 ND
Article 8 ND ND ND 0.80 ND
Article 9 ND ND ND 0.80 ND
Article 10 ND ND ND ND ND
Article 11 ND ND ND ND ND
Article 12 ND ND ND 0.30 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 0.50 ND
Article 18 ND ND ND 0.80 ND
Article 19 ND ND ND 1.00 ND
Article 20 ND ND ND 1.00 ND
Article 21 ND ND ND 0.70 ND
Article 22 ND ND ND 0.60 ND
Article 23 ND ND ND ND ND
Article 24 ND ND ND ND ND
Article 25 ND ND ND 0.20 ND
Article 26 ND ND ND ND ND
Article 27 ND ND ND 0.70 ND
Article 28 ND ND ND 0.70 ND
Article 29 ND ND ND 0.50 ND
Article 30 ND ND ND ND ND
+0.90 [CAL-LITE] Amnesty International (EP-1) (www.amnesty.org)
0 points 3 days ago | 0 comments on HN | Strong positive ~lite vlite-1.4
Summary ~lite Human Rights Advocacy Champions
Amnesty International's page detailing their human rights work and mission
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 · 20 evals
+1 0 −1 HN
Audit Trail 40 entries
2026-02-28 11:13 eval_success Lite evaluated: Strong positive (0.90) - -
2026-02-28 11:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 11:13 eval Evaluated by llama-4-scout-wai: +0.90 (Strong positive) -0.10
reasoning
Amnesty International's mission page, explicitly advocating human rights
2026-02-28 09:04 eval_success Light evaluated: Strong positive (0.96) - -
2026-02-28 09:04 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:04 eval Evaluated by llama-3.3-70b-wai: +0.96 (Strong positive) -0.04
reasoning
HR advocacy content
2026-02-28 05:17 eval Evaluated by claude-haiku-4-5: +0.92 (Strong positive) +0.04
2026-02-28 01:38 dlq Dead-lettered after 1 attempts: [CAL-LIGHT] Amnesty International (EP-1) - -
2026-02-28 01:35 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:34 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:34 dlq_replay DLQ message 97616 replayed to LLAMA_QUEUE: [CAL-LIGHT] Amnesty International (EP-1) - -
2026-02-28 00:49 eval_success Light evaluated: Strong positive (1.00) - -
2026-02-28 00:49 eval Evaluated by llama-4-scout-wai: +1.00 (Strong positive) 0.00
reasoning
Amnesty International's mission page, explicitly advocating human rights
2026-02-28 00:47 eval Evaluated by claude-haiku-4-5: +0.88 (Strong positive) -0.04
2026-02-28 00:41 eval_success Light evaluated: Strong positive (1.00) - -
2026-02-28 00:41 eval Evaluated by llama-3.3-70b-wai: +1.00 (Strong positive) 0.00
reasoning
HR advocacy content
2026-02-28 00:30 eval Evaluated by claude-haiku-4-5: +0.92 (Strong positive) -0.01
2026-02-28 00:11 eval_success Light evaluated: Strong positive (1.00) - -
2026-02-28 00:11 eval Evaluated by llama-4-scout-wai: +1.00 (Strong positive) 0.00
reasoning
Amnesty International's mission page, explicitly advocating human rights
2026-02-28 00:11 eval_success Light evaluated: Strong positive (1.00) - -
2026-02-28 00:11 eval Evaluated by llama-3.3-70b-wai: +1.00 (Strong positive)
reasoning
HR advocacy content
2026-02-28 00:03 eval Evaluated by claude-haiku-4-5: +0.93 (Strong positive) +0.08
2026-02-27 21:51 eval_success Light evaluated: Strong positive (1.00) - -
2026-02-27 21:51 eval Evaluated by llama-4-scout-wai: +1.00 (Strong positive) 0.00
reasoning
Amnesty International's mission page, explicitly advocating human rights
2026-02-27 21:48 eval Evaluated by claude-haiku-4-5: +0.85 (Strong positive) -0.03
2026-02-27 21:36 eval_success Light evaluated: Strong positive (1.00) - -
2026-02-27 21:36 eval Evaluated by llama-4-scout-wai: +1.00 (Strong positive) 0.00
reasoning
Amnesty International's mission page, explicitly advocating human rights
2026-02-27 21:33 eval Evaluated by claude-haiku-4-5: +0.88 (Strong positive) +0.03
2026-02-27 21:10 eval Evaluated by claude-haiku-4-5: +0.85 (Strong positive) -0.09
2026-02-27 21:02 eval Evaluated by claude-haiku-4-5: +0.94 (Strong positive) -0.01
2026-02-27 21:02 eval Evaluated by claude-haiku-4-5: +0.95 (Strong positive) +0.06
2026-02-27 19:07 dlq Dead-lettered after 1 attempts: [CAL-LIGHT] Amnesty International (EP-1) - -
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 19:03 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 19:03 dlq_auto_replay DLQ auto-replay: message 97609 re-enqueued - -
2026-02-27 16:55 eval_success Evaluated: Strong positive (0.81) - -
2026-02-27 16:55 eval Evaluated by deepseek-v3.2: +0.81 (Strong positive) 15,547 tokens
2026-02-27 16:17 eval Evaluated by llama-4-scout-wai: +1.00 (Strong positive)
reasoning
Amnesty International's mission page, explicitly advocating human rights
2026-02-27 13:02 eval Evaluated by claude-haiku-4-5: +0.89 (Strong positive)