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-3.3-70b-instruct-fp8-fast lite ND ND 0.40
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 No human rights theme
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND
@cf/qwen/qwen3-30b-a3b-fp8 lite ND ND
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 @cf/qwen/qwen3-30b-a3b-fp8 lite @cf/qwen/qwen3-30b-a3b-fp8 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 ND ND
Article 1 ND ND ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND ND ND
ND Show HN: Rust compiler in PHP emitting x86-64 executables (github.com)
66 points by mrconter11 8 days ago | 50 comments on HN ~lite vlite-2.0
Summary ~lite
GitHub page showcasing a Rust compiler written in PHP, with no visible threats or hostile language.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 720 HN snapshots · 87 evals
+1 0 −1 HN
Audit Trail 107 entries
2026-03-06 17:52 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-06 17:52 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.48
2026-03-06 17:35 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-06 17:35 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) -0.28
2026-03-06 04:59 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 04:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 04:15 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-06 04:15 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 04:11 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-06 04:11 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 21:11 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 21:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 14:50 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-05 14:50 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 09:25 credit_exhausted Credit balance too low, pausing provider for 30 min - -
2026-03-05 08:05 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 08:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) +0.48
2026-03-05 06:50 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-05 06:50 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 04:46 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 04:46 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-05 04:29 eval_success PSQ evaluated: g-PSQ=0.284 (3 dims) - -
2026-03-05 04:29 eval Evaluated by llama-3.3-70b-wai-psq: +0.28 (Mild positive)
2026-03-05 04:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 04:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-05 04:11 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 03:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 03:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-05 03:56 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 03:35 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 03:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-05 03:35 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 03:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 03:11 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 03:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-05 02:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-05 02:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-05 02:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-05 02:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-05 02:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-05 01:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-05 01:30 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-05 01:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-05 01:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-05 00:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-05 00:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-05 00:33 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-05 00:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-05 00:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-05 00:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 23:50 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 23:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 23:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 22:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 22:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 22:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 21:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 21:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 21:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 21:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 21:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 20:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 20:32 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 20:28 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 20:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 19:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.42
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 19:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.42
reasoning
Technical content, no rights discussion
2026-03-04 19:05 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 18:57 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 18:52 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 18:03 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 17:55 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 16:34 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 16:26 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 15:52 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 15:39 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 15:15 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 15:09 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 15:05 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 14:30 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 14:25 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 14:24 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 14:19 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 13:46 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 13:40 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 13:10 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 13:07 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 13:05 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 12:26 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 12:22 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 12:19 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 11:44 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 11:41 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 11:36 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 10:59 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 10:52 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 10:17 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 10:14 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 09:39 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 09:37 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 09:02 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 09:02 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 08:57 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 08:21 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 08:19 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative) 0.00
reasoning
Technical content, no rights discussion
2026-03-04 07:53 eval Evaluated by llama-4-scout-wai: -0.42 (Moderate negative)
reasoning
Technical GitHub page, no human rights discussion
2026-03-04 07:51 eval Evaluated by llama-3.3-70b-wai: -0.42 (Moderate negative)
reasoning
Technical content, no rights discussion