Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND 0.80
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND 0.50
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 ND Neutral 0.60 0.00 Tech media trends
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.04 -1.00 Moderate negative 0.80 0.98 Media Freedom
Section @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 @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
ND The Internet's Top Tech Publications Lost 58% of Their Google Traffic Since 2024 (growtika.com)
226 points by Growtika 1 days ago | 167 comments on HN ~lite vlite-2.0
Summary ~lite
Article analyzes 58% Google traffic loss for top tech publications since 2024.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 348 HN snapshots · 108 evals
+1 0 −1 HN
Audit Trail 128 entries
2026-03-05 06:08 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-05 06:08 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-05 06:00 eval_success PSQ evaluated: g-PSQ=-0.400 (3 dims) - -
2026-03-05 06:00 eval Evaluated by llama-3.3-70b-wai-psq: -0.40 (Moderate negative)
2026-03-04 19:52 model_divergence Cross-model spread 0.38 exceeds threshold (2 models) - -
2026-03-04 19:52 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-04 19:52 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral) +0.67
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 19:36 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 19:36 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 19:36 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 19:06 eval_success Lite evaluated: Strong negative (-0.71) - -
2026-03-04 19:06 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 18:28 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 18:28 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 18:28 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 18:23 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 18:23 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 18:23 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 18:05 eval_success Lite evaluated: Strong negative (-0.71) - -
2026-03-04 18:05 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 16:57 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 16:57 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 16:57 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 16:38 eval_success Lite evaluated: Strong negative (-0.71) - -
2026-03-04 16:38 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 16:10 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-04 16:09 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 16:09 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 16:09 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 15:56 eval_success Lite evaluated: Strong negative (-0.71) - -
2026-03-04 15:56 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 15:28 eval_success Lite evaluated: Moderate negative (-0.42) - -
2026-03-04 15:28 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 15:18 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 14:49 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 14:38 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 14:04 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 14:01 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 13:25 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 13:23 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 12:49 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 12:48 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 12:08 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 12:06 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 11:27 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 11:22 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 11:21 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 11:15 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 10:36 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 10:33 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 10:05 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 09:59 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 09:21 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 09:16 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 08:45 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 08:40 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 08:31 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 08:06 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 08:03 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 08:01 eval Evaluated by llama-3.3-70b-wai: -0.71 (Strong negative) -0.77
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 07:57 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) -0.44
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 07:21 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 07:17 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 07:12 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 06:15 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 06:05 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 06:00 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 05:40 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 05:16 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 05:11 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 04:54 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 04:47 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 04:28 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 04:11 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 03:55 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 03:35 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 03:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 03:05 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 03:00 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 02:35 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 02:30 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 02:15 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 01:55 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 01:41 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 01:36 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 01:16 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 01:00 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 00:37 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-04 00:20 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-04 00:01 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 23:56 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 23:39 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 23:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 23:02 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 22:44 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 22:32 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 22:27 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 22:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 21:35 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 21:16 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 21:04 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 20:44 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 20:27 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 20:11 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 20:06 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 19:53 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 19:20 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 19:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 19:11 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 18:29 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 18:25 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 17:57 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 17:55 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 17:50 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 17:17 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 17:11 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 16:42 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 16:38 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 16:37 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 15:57 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 15:55 eval Evaluated by llama-4-scout-wai: +0.02 (Neutral) -0.08
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 15:17 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 15:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 15:12 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 15:10 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 14:37 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral) 0.00
reasoning
Tech blog post, neutral stance, low transparency
2026-03-03 14:33 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
The content discusses the impact of Google traffic changes on tech publications, with no explicit human rights discussio
2026-03-03 14:32 eval Evaluated by llama-3.3-70b-wai: +0.06 (Neutral)
reasoning
Tech blog post, neutral stance, low transparency