Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.60 Moderate negative 0.80 0.58 War Cost
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -0.60 Mild negative 0.80 0.65 Conflict Finance
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct 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
-0.04 Iran War Cost Tracker (iran-cost-ticker.com)
312 points by TSiege 23 hours ago | 419 comments on HN | Moderate negative ~lite vlite-1.6
Summary ~lite War Cost Neutral
Iran war cost tracker
EQ 0.50
SO 0.20
TD 0.10
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 310 HN snapshots · 26 evals
+1 0 −1 HN
Audit Trail 46 entries
2026-03-04 18:45 eval_success Lite evaluated: Moderate negative (-0.43) - -
2026-03-04 18:45 eval Evaluated by llama-3.3-70b-wai: -0.43 (Moderate negative) 0.00
reasoning
War cost tracker, neutral stance
2026-03-04 17:51 eval_success Lite evaluated: Mild negative (-0.25) - -
2026-03-04 17:51 eval Evaluated by llama-4-scout-wai: -0.25 (Mild negative) 0.00
reasoning
The content is a cost tracker for the Iran conflict with a neutral, informative stance.
2026-03-04 17:46 eval_success Lite evaluated: Mild negative (-0.25) - -
2026-03-04 17:46 eval Evaluated by llama-4-scout-wai: -0.25 (Mild negative) -0.14
reasoning
The content is a cost tracker for the Iran conflict with a neutral, informative stance.
2026-03-04 17:24 eval_success Lite evaluated: Moderate negative (-0.43) - -
2026-03-04 17:24 eval Evaluated by llama-3.3-70b-wai: -0.43 (Moderate negative) -0.53
reasoning
War cost tracker, neutral stance
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 content is a cost tracker for the Iran conflict with a neutral, informative stance.
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 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 content is a cost tracker for the Iran conflict with a neutral, informative stance.
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 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 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 content is a cost tracker for the Iran conflict with a neutral, informative stance.
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 content is a cost tracker for the Iran conflict with a neutral, informative stance.
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 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 content is a cost tracker for the Iran conflict with a neutral, informative stance.
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 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 stance
2026-03-03 22:17 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
The content is a cost tracker for the Iran conflict with a neutral, informative stance.
2026-03-03 22:12 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
The content is a cost tracker for the Iran conflict with a neutral, informative stance.
2026-03-03 22:08 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
War cost tracker, neutral stance
2026-03-03 21:12 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) 0.00
reasoning
The content is a cost tracker for the Iran conflict with a neutral, informative stance.
2026-03-03 21:11 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.04
reasoning
War cost tracker, neutral stance
2026-03-03 20:39 eval Evaluated by llama-4-scout-wai: +0.15 (Mild positive) +0.26
reasoning
The content is a cost tracker for the Iran conflict with a neutral, informative stance.
2026-03-03 20:38 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) -0.04
reasoning
War cost tracker, neutral stance
2026-03-03 20:34 eval Evaluated by llama-4-scout-wai: -0.11 (Mild negative) 0.00
reasoning
The content is a cost tracker for the Iran conflict with a neutral, informative stance.
2026-03-03 20:33 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
War cost tracker, neutral stance
2026-03-03 20:04 eval Evaluated by llama-4-scout-wai: -0.11 (Mild negative)
reasoning
The content is a cost tracker for the Iran conflict with a neutral, informative stance.
2026-03-03 20:03 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
War cost tracker, neutral stance