Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Digital Preservation
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Digital Access
claude-haiku-4-5 lite +0.20 ND Mild positive 0.65 0.00 Information Access Rights
deepseek/deepseek-v3.2-20251201 +0.65 +0.38 Neutral 0.08 — Information & Cultural Access
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 ND ND
Article 1 ND ND ND ND ND
Article 2 ND ND ND ND 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 ND 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 ND 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 ND 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 ND ND
Article 28 ND ND ND ND ND
Article 29 ND ND ND ND ND
Article 30 ND ND ND ND ND
0.00 [CAL-LITE] Internet Archive (EP-5) (archive.org)
0 points 3 days ago | 0 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Digital Preservation Neutral
Digital library and archive utility site
EQ 0.50
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 24 evals
+1 0 −1 HN
Audit Trail 44 entries
2026-02-28 11:12 model_divergence Cross-model spread 0.65 exceeds threshold (4 models) - -
2026-02-28 11:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech utility site, no explicit rights stance
2026-02-28 11:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 09:08 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral digital library
2026-02-28 09:08 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:08 model_divergence Cross-model spread 0.65 exceeds threshold (3 models) - -
2026-02-28 09:03 model_divergence Cross-model spread 0.65 exceeds threshold (3 models) - -
2026-02-28 09:03 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral digital library
2026-02-28 09:03 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:16 eval Evaluated by claude-haiku-4-5: +0.20 (Mild positive) -0.48
2026-02-28 01:41 dlq Dead-lettered after 1 attempts: [CAL-LIGHT] Internet Archive (EP-5) - -
2026-02-28 01:39 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:38 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 97624 replayed to LLAMA_QUEUE: [CAL-LIGHT] Internet Archive (EP-5) - -
2026-02-28 00:52 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech utility site, no explicit rights stance
2026-02-28 00:45 eval Evaluated by claude-haiku-4-5: +0.68 (Strong positive) +0.68
2026-02-28 00:41 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-28 00:41 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral digital library
2026-02-28 00:27 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral) -0.30
2026-02-28 00:12 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech utility site, no explicit rights stance
2026-02-28 00:12 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:12 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral digital library
2026-02-28 00:12 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-28 00:00 eval Evaluated by claude-haiku-4-5: +0.30 (Moderate positive) -0.18
2026-02-27 21:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech utility site, no explicit rights stance
2026-02-27 21:48 eval Evaluated by claude-haiku-4-5: +0.48 (Moderate positive) -0.17
2026-02-27 21:47 eval Evaluated by claude-haiku-4-5: +0.65 (Strong positive) +0.10
2026-02-27 21:36 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech utility site, no explicit rights stance
2026-02-27 21:32 eval Evaluated by claude-haiku-4-5: +0.55 (Moderate positive) +0.10
2026-02-27 21:32 eval Evaluated by claude-haiku-4-5: +0.45 (Moderate positive) -0.17
2026-02-27 21:10 eval Evaluated by claude-haiku-4-5: +0.62 (Strong positive) +0.12
2026-02-27 21:10 eval Evaluated by claude-haiku-4-5: +0.50 (Moderate positive) -0.15
2026-02-27 21:01 eval Evaluated by claude-haiku-4-5: +0.65 (Strong positive) -0.05
2026-02-27 16:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Neutral tech utility site, no explicit rights stance
2026-02-27 15:11 eval Evaluated by deepseek-v3.2: +0.65 (Neutral) 8,395 tokens
2026-02-27 13:01 eval Evaluated by claude-haiku-4-5: +0.70 (Strong positive) +0.28
2026-02-27 13:01 eval Evaluated by claude-haiku-4-5: +0.42 (Moderate positive)