Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 Data Sovereignty
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 ND Strong positive 0.90 0.00 Digital Sovereignty
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.56 XPrivo Search: Europe's 100% Data Sovereign Search Engine (www.xprivo.com)
7 points by muzzy19 1 days ago | 0 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Data Sovereignty Advocates
Promoting a European search engine with 100% data sovereignty
EQ 0.80
SO 0.70
TD 0.90
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 8 HN snapshots · 35 evals
+1 0 −1 HN
Audit Trail 55 entries
2026-03-02 15:13 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 15:13 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 14:54 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 14:54 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 14:49 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 14:49 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 14:45 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-02 14:25 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 14:25 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 14:08 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 14:08 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 13:46 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 13:46 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 13:21 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 13:21 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 13:05 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 13:05 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 12:31 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 12:31 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 12:17 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 12:17 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 12:12 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 12:12 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 11:59 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 11:59 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 11:35 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 11:35 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 11:31 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 11:31 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 11:19 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 11:19 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 11:14 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 11:14 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 10:54 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 10:54 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 10:26 eval_success Lite evaluated: Strong positive (0.60) - -
2026-03-02 10:26 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 10:06 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-03-02 10:06 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 09:50 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 09:45 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 09:15 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 09:09 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 09:04 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 08:17 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 08:12 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 08:09 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 07:28 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 07:22 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 06:55 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 06:46 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 06:40 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive) 0.00
reasoning
Pro-privacy search engine
2026-03-02 06:08 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 06:03 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
Editorial stance promoting data sovereignty and privacy
2026-03-02 06:02 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive)
reasoning
Pro-privacy search engine