Model Comparison
Model Editorial Structural Class Conf SETL Theme
claude-haiku-4-5-20251001 ND ND — — — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology Programming
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Tech industry
deepseek/deepseek-v3.2-20251201 +0.30 +0.10 Neutral 0.05 0.23 Technical Knowledge Sharing
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
Section claude-haiku-4-5-20251001 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND ND ND ND
Article 1 ND ND ND ND ND
Article 2 ND ND ND ND ND
Article 3 ND ND ND ND ND
Article 4 ND ND ND ND ND
Article 5 ND ND ND ND ND
Article 6 ND ND ND ND ND
Article 7 ND ND ND ND ND
Article 8 ND ND ND ND ND
Article 9 ND ND ND ND ND
Article 10 ND ND ND ND ND
Article 11 ND ND ND ND ND
Article 12 ND ND ND ND ND
Article 13 ND ND ND ND ND
Article 14 ND ND ND ND ND
Article 15 ND ND ND ND ND
Article 16 ND ND ND ND ND
Article 17 ND ND ND ND ND
Article 18 ND ND ND ND ND
Article 19 ND ND ND 0.46 ND
Article 20 ND ND ND ND ND
Article 21 ND ND ND ND ND
Article 22 ND ND ND ND ND
Article 23 ND ND ND ND ND
Article 24 ND ND ND ND ND
Article 25 ND ND ND ND ND
Article 26 ND ND ND 0.20 ND
Article 27 ND ND ND 0.62 ND
Article 28 ND ND ND ND ND
Article 29 ND ND ND ND ND
Article 30 ND ND ND ND ND
0.00 Matt Godbolt sold me on Rust by showing me C++ (www.collabora.com)
611 points by LorenDB 300 days ago | 658 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Technology Programming Neutral
Article compares C++ and Rust programming languages
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 24 entries
2026-02-28 09:13 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial discussing Rust and C++ with no explicit human rights discussion
2026-02-28 09:13 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 09:13 model_divergence Cross-model spread 0.34 exceeds threshold (3 models) - -
2026-02-28 09:13 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:13 model_divergence Cross-model spread 0.34 exceeds threshold (2 models) - -
2026-02-28 09:13 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical blog post
2026-02-28 09:13 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:08 model_divergence Cross-model spread 0.34 exceeds threshold (2 models) - -
2026-02-28 09:08 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:08 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical blog post
2026-02-28 09:08 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-26 21:34 eval_success Evaluated: Neutral (0.34) - -
2026-02-26 21:34 eval Evaluated by deepseek-v3.2: +0.34 (Neutral) 12,362 tokens
2026-02-26 20:01 dlq Dead-lettered after 1 attempts: Matt Godbolt sold me on Rust by showing me C++ - -
2026-02-26 20:00 dlq Dead-lettered after 1 attempts: Matt Godbolt sold me on Rust by showing me C++ - -
2026-02-26 20:00 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 20:00 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 19:59 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:58 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:57 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:55 rater_validation_fail Validation failed for model llama-4-scout-wai - -
2026-02-26 19:11 dlq Dead-lettered after 1 attempts: Matt Godbolt sold me on Rust by showing me C++ - -
2026-02-26 19:10 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -