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 +0.30 -0.20 Mild positive 0.80 0.39 Privacy Security
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.73 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 ND Mild positive 0.80 0.00 Digital Privacy
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 Mozilla to launch free built-in VPN in upcoming Firefox 149 (cyberinsider.com)
262 points by adrianwaj 9 days ago | 162 comments on HN ~lite vlite-2.0
Summary ~lite
Mozilla to launch free built-in VPN in Firefox 149, enhancing user privacy and security.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 439 HN snapshots · 101 evals
+1 0 −1 HN
Audit Trail 121 entries
2026-03-20 22:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 22:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 22:17 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 22:17 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 22:17 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 18:58 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 18:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 18:42 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 18:42 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 18:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 17:38 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 17:38 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 17:38 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 16:52 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-20 16:38 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 16:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 16:24 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 16:24 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 16:24 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 15:12 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 15:12 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 15:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 15:06 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 15:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 14:35 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 14:35 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 14:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 14:26 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-20 14:26 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 14:00 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-20 14:00 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 14:00 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-20 13:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 13:25 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 13:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 12:49 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 12:31 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 12:10 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 11:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 11:29 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 11:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 10:50 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 10:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 10:13 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 09:51 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 09:34 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 09:12 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 08:55 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 08:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 08:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 07:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 07:36 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 07:10 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 06:55 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 06:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 06:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 05:55 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:39 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 05:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 05:04 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 04:41 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 04:29 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 04:05 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 03:54 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 03:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 03:20 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 02:53 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:39 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 02:14 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 02:06 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 01:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 01:42 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 01:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-20 00:59 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-20 00:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.52 (Moderate positive)
2026-03-20 00:25 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
Tech news with slight positive lean
2026-03-19 23:44 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 23:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 23:06 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 22:49 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 22:16 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 21:36 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 21:06 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 20:16 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 19:50 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 19:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 18:33 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 18:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 17:19 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 16:54 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 16:03 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 15:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 14:45 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 14:23 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 13:28 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 13:02 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 12:43 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 12:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 12:05 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 11:38 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 11:26 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 11:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 10:47 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 10:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 10:10 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 09:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 09:32 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 09:07 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 08:55 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 08:25 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 08:16 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 07:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 07:39 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 07:06 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 07:05 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 06:30 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 06:29 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 05:50 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-19 05:50 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh
2026-03-19 04:58 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-19 04:58 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
The article discusses Mozilla's introduction of a free built-in VPN in Firefox 149, relating to privacy and security, wh