Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.38 +0.16 Mild negative 0.80 -0.45 Conflict Finance
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 +0.16 Mild positive 0.80 -0.18 War Cost Tracking
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
-0.38 Iran War Cost Tracker (iran-cost-ticker.com)
302 points by TSiege 17 hours ago | 404 comments on HN | Mild negative ~lite vlite-1.5
Summary ~lite Conflict Finance Neutral
Provides data on U.S. taxpayer spending and casualties related to the Iran conflict.
EQ 0.40
SO 0.60
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 235 HN snapshots · 22 evals
+1 0 −1 HN
Audit Trail 42 entries
2026-03-04 06:47 eval_success Lite evaluated: Mild negative (-0.11) - -
2026-03-04 06:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 06:47 eval Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-04 06:29 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-04 06:29 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
War cost tracker, neutral rights stance
2026-03-04 00:07 eval_success Lite evaluated: Mild negative (-0.11) - -
2026-03-04 00:07 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 00:07 eval Evaluated by llama-4-scout-wai: -0.11 (Mild negative) -0.26
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 23:53 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 23:53 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
War cost tracker, neutral rights stance
2026-03-03 23:48 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 23:48 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.04
reasoning
War cost tracker, neutral rights stance
2026-03-03 23:22 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-03 23:22 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 23:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 23:17 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-03 23:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 23:17 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.26
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 23:10 eval_success Lite evaluated: Neutral (0.06) - -
2026-03-03 23:10 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) -0.04
reasoning
War cost tracker, neutral rights stance
2026-03-03 22:46 eval_success Lite evaluated: Mild negative (-0.11) - -
2026-03-03 22:46 eval Evaluated by llama-4-scout-wai: -0.11 (Mild negative) -0.26
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 22:46 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 22:41 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 22:41 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
War cost tracker, neutral rights stance
2026-03-03 22:36 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 22:36 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
War cost tracker, neutral rights stance
2026-03-03 22:17 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-03 22:17 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 22:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 22:12 eval_success Lite evaluated: Mild positive (0.15) - -
2026-03-03 22:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-03 22:12 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 22:08 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
War cost tracker, neutral rights stance
2026-03-03 21:12 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 21:11 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.04
reasoning
War cost tracker, neutral rights stance
2026-03-03 20:39 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.26
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 20:38 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) -0.04
reasoning
War cost tracker, neutral rights stance
2026-03-03 20:34 eval Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 20:33 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
War cost tracker, neutral rights stance
2026-03-03 20:04 eval Evaluated by llama-4-scout-wai: -0.11 (Mild negative)
reasoning
The Iran War Cost Tracker provides detailed financial and casualty data related to the U.S. involvement in the Iran conf
2026-03-03 20:03 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
War cost tracker, neutral rights stance