Model Comparison
Model Editorial Structural Class Conf SETL Theme
deepseek/deepseek-v3.2-20251201 0.00 ND Neutral 0.12 — Knowledge Access
@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 Product
claude-haiku-4-5 lite 0.00 ND Neutral 1.00 0.00 Open source development
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
Section deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite claude-haiku-4-5 lite 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 ND 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 ND ND
Article 27 ND ND ND ND ND
Article 28 ND ND ND ND ND
Article 29 ND ND ND ND ND
Article 30 ND ND ND ND ND
Longitudinal · 33 evals
+1 0 −1 HN
Audit Trail 53 entries
2026-03-02 07:13 eval_success Evaluated: Neutral (0.00) - -
2026-03-02 07:13 eval Evaluated by deepseek-v3.2: 0.00 (Neutral) 10,577 tokens 0.00
2026-03-02 07:13 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 8R - -
2026-03-02 05:41 eval_success Evaluated: Neutral (0.00) - -
2026-03-02 05:41 eval Evaluated by deepseek-v3.2: 0.00 (Neutral) 9,680 tokens 0.00
2026-03-02 05:41 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 7R - -
2026-03-01 20:42 eval_success Evaluated: Neutral (0.00) - -
2026-03-01 20:42 eval Evaluated by deepseek-v3.2: 0.00 (Neutral) 11,098 tokens -0.35
2026-03-01 20:42 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 19R - -
2026-02-28 20:10 dlq Dead-lettered after 1 attempts: Show HN: InstantDB – A Modern Firebase - -
2026-02-28 20:10 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 19:48 eval_failure Evaluation failed: AbortError: The operation was aborted - -
2026-02-28 15:15 model_divergence Cross-model spread 0.35 exceeds threshold (4 models) - -
2026-02-28 15:15 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 15:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 13:22 model_divergence Cross-model spread 0.35 exceeds threshold (4 models) - -
2026-02-28 13:22 eval_success Evaluated: Moderate positive (0.35) - -
2026-02-28 13:22 rater_validation_warn Validation warnings for model deepseek-v3.2: 1W 0R - -
2026-02-28 13:22 eval Evaluated by deepseek-v3.2: +0.35 (Moderate positive) 9,054 tokens +0.20
2026-02-28 12:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 12:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 12:49 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 10:01 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 10:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 10:00 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:38 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:38 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 08:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 07:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 07:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 07:01 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 06:01 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 05:42 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 05:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 04:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 04:48 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 04:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 03:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 03:25 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 03:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 03:14 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 03:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 02:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 02:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 02:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 02:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech content
2026-02-28 02:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 02:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 02:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED: Neutral tech product presentation
2026-02-28 02:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED: Neutral tech product presentation
2026-02-28 01:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral tech content
2026-02-28 01:11 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral)
2026-02-27 00:30 eval Evaluated by deepseek-v3.2: +0.15 (Mild positive) 10,182 tokens