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 — 0.70 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Digital Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 ND Moderate positive 0.80 0.00 Digital privacy
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @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 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND Who Owns, Operates, and Develops Your VPN Matters (www.opentech.fund)
204 points by sdsantos 188 days ago | 193 comments on HN ~lite vlite-2.0
Summary ~lite
The article analyzes transparency vs. anonymity in the VPN ecosystem.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 17 entries
2026-03-05 12:00 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 12:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 11:50 eval_success PSQ evaluated: g-PSQ=0.034 (3 dims) - -
2026-03-05 11:50 eval Evaluated by llama-3.3-70b-wai-psq: +0.03 (Neutral)
2026-02-28 08:43 eval_success Light evaluated: Moderate positive (0.40) - -
2026-02-28 08:43 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
ED, VPN analysis with rights implications
2026-02-28 08:43 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:35 eval_success Light evaluated: Moderate positive (0.50) - -
2026-02-28 08:35 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
reasoning
Investigative journalism on VPN transparency
2026-02-28 08:35 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 06:01 dlq Dead-lettered after 1 attempts: Who Owns, Operates, and Develops Your VPN Matters - -
2026-02-26 05:39 dlq Dead-lettered after 1 attempts: Who Owns, Operates, and Develops Your VPN Matters - -
2026-02-26 05:35 credit_exhausted Credit balance too low, retrying in 295s - -
2026-02-26 05:29 credit_exhausted Credit balance too low, retrying in 315s - -
2026-02-26 05:23 credit_exhausted Credit balance too low, retrying in 320s - -
2026-02-26 05:09 dlq Dead-lettered after 1 attempts: Who Owns, Operates, and Develops Your VPN Matters - -
2026-02-26 04:59 credit_exhausted Credit balance too low, retrying in 294s - -