Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.87 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.92 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 no human rights theme
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
openai/gpt-oss-120b: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 google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite openai/gpt-oss-120b: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
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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 Writing a C compiler in 500 lines of Python (2023) (vgel.me)
247 points by ofou 188 days ago | 109 comments on HN ~lite vlite-2.0
Summary ~lite
A technical blog post about writing a C compiler in 500 lines of Python.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 21 entries
2026-03-05 12:01 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=0.321 (3 dims) - -
2026-03-05 11:50 eval Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-02-28 08:43 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:43 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech tutorial
2026-02-28 08:40 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:40 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
tech tutorial no rights stance
2026-02-28 08:35 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:35 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
tech tutorial no rights stance
2026-02-28 08:35 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 06:08 dlq Dead-lettered after 1 attempts: Writing a C compiler in 500 lines of Python (2023) - -
2026-02-26 06:07 dlq Dead-lettered after 1 attempts: Writing a C compiler in 500 lines of Python (2023) - -
2026-02-26 05:50 credit_exhausted Credit balance too low, retrying in 259s - -
2026-02-26 05:46 credit_exhausted Credit balance too low, retrying in 345s - -
2026-02-26 05:34 dlq Dead-lettered after 1 attempts: Writing a C compiler in 500 lines of Python (2023) - -
2026-02-26 05:22 credit_exhausted Credit balance too low, retrying in 316s - -
2026-02-26 04:54 dlq Dead-lettered after 1 attempts: Writing a C compiler in 500 lines of Python (2023) - -
2026-02-26 04:53 self_throttle Self-throttle: ramp-up guard: state 99s stale - -