Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.63 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.60 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Tech Launch
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 Zoox robotaxi launches in Las Vegas (zoox.com)
184 points by krschultz 183 days ago | 233 comments on HN ~lite vlite-2.0
Summary ~lite
Zoox robotaxi launches in Las Vegas with links to standard safety and legal information.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 21 entries
2026-03-05 11:52 eval_success PSQ evaluated: g-PSQ=0.474 (3 dims) - -
2026-03-05 11:52 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive) 0.00
2026-03-05 11:47 eval_success PSQ evaluated: g-PSQ=0.474 (3 dims) - -
2026-03-05 11:47 eval Evaluated by llama-4-scout-wai-psq: +0.47 (Moderate positive)
2026-03-05 11:41 eval_success PSQ evaluated: g-PSQ=0.267 (3 dims) - -
2026-03-05 11:41 eval Evaluated by llama-3.3-70b-wai-psq: +0.27 (Mild positive)
2026-02-28 08:46 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech product launch
2026-02-28 08:46 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:41 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:41 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech product launch
2026-02-28 08:31 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
PR tech launch info
2026-02-28 08:31 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 06:03 dlq Dead-lettered after 1 attempts: Zoox robotaxi launches in Las Vegas - -
2026-02-26 05:36 dlq Dead-lettered after 1 attempts: Zoox robotaxi launches in Las Vegas - -
2026-02-26 05:35 credit_exhausted Credit balance too low, retrying in 345s - -
2026-02-26 05:23 credit_exhausted Credit balance too low, retrying in 353s - -
2026-02-26 05:08 dlq Dead-lettered after 1 attempts: Zoox robotaxi launches in Las Vegas - -
2026-02-26 04:59 credit_exhausted Credit balance too low, retrying in 250s - -