Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 -0.20 Neutral 0.90 0.28 War Cost Transparency
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 War Costs
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND — — — —
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/qwen/qwen3-30b-a3b-fp8 lite @cf/qwen/qwen3-30b-a3b-fp8 lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND ND ND
ND Open Source Iran War Cost Tracker: 45.7B (iranwarcost.com)
47 points by koverda 1 days ago | 19 comments on HN ~lite vlite-2.0
Summary ~lite
Informative war cost tracker
Lite evaluation by llama-3.3-70b-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 30 HN snapshots · 26 evals
+1 0 −1 HN
Audit Trail 46 entries
2026-03-05 16:29 eval_success PSQ evaluated: g-PSQ=0.372 (3 dims) - -
2026-03-05 16:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.37 (Moderate positive) 0.00
2026-03-05 07:49 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 07:49 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 07:13 eval_success PSQ evaluated: g-PSQ=0.372 (3 dims) - -
2026-03-05 07:13 eval Evaluated by llama-3.3-70b-wai-psq: +0.37 (Moderate positive) 0.00
2026-03-05 07:08 eval_success PSQ evaluated: g-PSQ=0.372 (3 dims) - -
2026-03-05 07:08 eval Evaluated by llama-3.3-70b-wai-psq: +0.37 (Moderate positive) 0.00
2026-03-05 04:44 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 04:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 04:34 eval_success PSQ evaluated: g-PSQ=0.372 (3 dims) - -
2026-03-05 04:34 eval Evaluated by llama-3.3-70b-wai-psq: +0.37 (Moderate positive)
2026-03-05 04:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 04:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
War cost tracker with transparent sources
2026-03-05 03:57 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 03:57 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-05 03:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-05 03:37 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 03:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
War cost tracker with transparent sources
2026-03-05 03:13 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 03:13 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-05 03:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-05 02:55 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 02:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
War cost tracker with transparent sources
2026-03-05 02:32 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 02:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-05 02:32 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-05 02:27 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 02:27 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-05 02:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-05 02:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 02:16 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
War cost tracker with transparent sources
2026-03-05 01:54 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-05 01:54 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.48
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-05 01:54 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-05 01:42 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.10
reasoning
War cost tracker with transparent sources
2026-03-05 01:12 eval Evaluated by llama-4-scout-wai: -0.38 (Moderate negative) -0.48
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-05 01:07 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-05 01:04 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) +0.10
reasoning
War cost tracker with transparent sources
2026-03-05 00:30 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-05 00:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
War cost tracker with transparent sources
2026-03-04 23:49 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-04 23:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.10
reasoning
War cost tracker with transparent sources
2026-03-04 19:49 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-04 19:44 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
The content provides a cost tracker for the US military involvement in the Iran conflict, discussing financial costs and
2026-03-04 19:44 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
War cost tracker with transparent sources