Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.83 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -0.20 Neutral 0.80 0.24 Environmental Sustainability
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.70 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.35 Mild negative 0.80 0.35 Electric Vehicles
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
ND BYD's bet on EVs is paying off as drivers ditch gas amid rising oil prices (electrek.co)
191 points by ironyman 10 days ago | 297 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses BYD's surging EV demand as drivers switch from gas amid rising oil prices.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 328 HN snapshots · 83 evals
+1 0 −1 HN
Audit Trail 103 entries
2026-03-23 03:31 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-23 03:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 03:21 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-23 03:21 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-23 03:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-23 02:20 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-23 02:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 02:14 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-23 02:14 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-23 02:14 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-23 00:54 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-23 00:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-23 00:45 eval_success Lite evaluated: Neutral (-0.02) - -
2026-03-23 00:45 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) +0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-23 00:45 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-22 23:11 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-22 23:11 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 22:57 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-22 22:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-22 22:57 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-22 21:54 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-22 21:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 21:47 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-22 21:47 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-22 21:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-22 20:41 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-22 20:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 20:34 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-22 20:34 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-22 20:34 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-22 19:26 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-22 19:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 19:16 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-22 19:16 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-22 02:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 02:11 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-22 00:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-22 00:49 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 23:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 23:26 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 22:27 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 22:05 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 20:40 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 20:23 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 14:37 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 14:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 13:55 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 13:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 13:17 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 13:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 12:39 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 12:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 11:59 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 11:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 11:22 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 11:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 10:41 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 10:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 10:01 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 09:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 09:19 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) +0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 09:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 08:41 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 08:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 08:02 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) +0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 07:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 07:24 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 07:03 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 06:42 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 06:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 06:06 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 05:46 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 05:29 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) +0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 05:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 04:52 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 04:28 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 04:14 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 03:47 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 03:38 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 03:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 02:59 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 02:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 02:21 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) +0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 01:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 01:43 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 00:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-21 00:47 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) +0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-21 00:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.17 (Mild positive)
2026-03-21 00:17 eval Evaluated by llama-3.3-70b-wai: -0.14 (Mild negative)
reasoning
Electrek news on EV demand
2026-03-20 23:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 23:48 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-20 23:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 23:09 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-20 22:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 21:58 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) +0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-20 21:24 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 21:23 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-20 20:48 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 20:48 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral) -0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-20 20:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 20:13 eval Evaluated by llama-4-scout-wai: -0.02 (Neutral) +0.06
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am
2026-03-20 19:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-20 19:37 eval Evaluated by llama-4-scout-wai: -0.08 (Neutral)
reasoning
The article discusses the surge in demand for BYD electric vehicles (EVs) as drivers switch from gas-powered vehicles am