Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Economic news
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.40 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -0.60 Mild negative 1.00 0.60 Economic Stability
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
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
0.00 Dow, S&P 500, Nasdaq futures slammed as oil prices surge to over $100 a barrel (finance.yahoo.com)
18 points by SilverElfin 2 days ago | 11 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Economic news Neutral
Stock market update
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 15 HN snapshots · 32 evals
+1 0 −1 HN
Audit Trail 52 entries
2026-03-09 11:05 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-09 08:45 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 08:45 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Financial news, neutral stance
2026-03-09 08:45 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-09 08:43 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-09 08:43 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 08:42 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-09 08:42 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 08:42 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-09 08:42 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Financial news article, no explicit human rights discussion
2026-03-09 08:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 08:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 08:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Financial news, neutral stance
2026-03-09 08:41 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-09 07:20 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-09 07:06 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-09 07:06 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 07:05 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-09 07:05 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 07:01 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-09 07:01 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) -0.24
2026-03-09 07:00 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-09 07:00 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Financial news article, no explicit human rights discussion
2026-03-09 06:59 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 06:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 06:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Financial news, neutral stance
2026-03-09 06:52 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-09 06:00 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-09 06:00 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 05:55 eval_success PSQ evaluated: g-PSQ=-0.240 (3 dims) - -
2026-03-09 05:55 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 05:55 eval_success Lite evaluated: Mild negative (-0.24) - -
2026-03-09 05:55 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Financial news article, no explicit human rights discussion
2026-03-09 05:53 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) +0.24
2026-03-09 05:47 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Financial news, neutral stance
2026-03-09 04:45 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Financial news article, no explicit human rights discussion
2026-03-09 04:44 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 04:42 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 04:39 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Financial news article, no explicit human rights discussion
2026-03-09 04:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Financial news, neutral stance
2026-03-09 03:38 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 03:38 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 03:35 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Financial news article, no explicit human rights discussion
2026-03-09 03:33 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Financial news, neutral stance
2026-03-09 03:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Financial news, neutral stance
2026-03-09 02:29 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative) 0.00
2026-03-09 02:29 eval Evaluated by llama-3.3-70b-wai-psq: -0.24 (Mild negative) -0.24
2026-03-09 02:27 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative) 0.00
reasoning
Financial news article, no explicit human rights discussion
2026-03-09 02:24 eval Evaluated by llama-4-scout-wai-psq: -0.24 (Mild negative)
2026-03-09 02:24 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-09 02:23 eval Evaluated by llama-4-scout-wai: -0.24 (Mild negative)
reasoning
Financial news article, no explicit human rights discussion
2026-03-09 02:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Financial news, neutral stance