Model Comparison 100% sign agreement
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Open Web
deepseek/deepseek-v3.2-20251201 +0.40 +0.30 Neutral 0.39 -0.04 Digital Access & Expression
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.50 +0.70 Moderate positive 0.80 0.20 Technology Freedom
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
nvidia/nemotron-3-nano-30b-a3b:free ND ND — — — —
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite deepseek/deepseek-v3.2-20251201 @cf/meta/llama-4-scout-17b-16e-instruct lite meta-llama/llama-3.3-70b-instruct:free nvidia/nemotron-3-nano-30b-a3b:free
Preamble ND 0.40 0.07 ND ND
Article 1 ND 0.36 0.00 ND ND
Article 2 ND 0.40 0.00 ND ND
Article 3 ND ND 0.00 ND ND
Article 4 ND ND 0.00 ND ND
Article 5 ND ND 0.00 ND ND
Article 6 ND ND 0.00 ND ND
Article 7 ND ND 0.00 ND ND
Article 8 ND ND 0.00 ND ND
Article 9 ND ND 0.00 ND ND
Article 10 ND ND 0.00 ND ND
Article 11 ND ND 0.00 ND ND
Article 12 ND 0.53 0.00 ND ND
Article 13 ND 0.30 0.00 ND ND
Article 14 ND ND 0.00 ND ND
Article 15 ND ND 0.00 ND ND
Article 16 ND ND 0.00 ND ND
Article 17 ND 0.37 0.00 ND ND
Article 18 ND 0.40 0.00 ND ND
Article 19 ND 0.87 0.34 ND ND
Article 20 ND 0.40 0.00 ND ND
Article 21 ND 0.37 0.00 ND ND
Article 22 ND 0.27 0.00 ND ND
Article 23 ND 0.47 0.00 ND ND
Article 24 ND ND 0.00 ND ND
Article 25 ND ND 0.00 ND ND
Article 26 ND 0.55 0.11 ND ND
Article 27 ND 0.94 0.24 ND ND
Article 28 ND 0.30 0.00 ND ND
Article 29 ND 0.20 0.00 ND ND
Article 30 ND 0.30 0.00 ND ND
0.00 Welcome to Ladybird, a truly independent web browser (ladybird.org)
570 points by rapnie 608 days ago | 2 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Open Web Neutral
Independent web browser
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 4 evals
+1 0 −1 HN
Audit Trail 24 entries
2026-02-28 13:35 model_divergence Cross-model spread 0.56 exceeds threshold (3 models) - -
2026-02-28 13:35 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 13:35 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
LP, neutral tech info
2026-02-27 00:49 eval_success Evaluated: Neutral (0.38) - -
2026-02-27 00:49 eval Evaluated by deepseek-v3.2: +0.38 (Neutral) 10,577 tokens
2026-02-26 22:39 eval_success Light evaluated: Moderate positive (0.56) - -
2026-02-26 22:39 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) +0.52
2026-02-26 20:01 dlq Dead-lettered after 1 attempts: Welcome to Ladybird, a truly independent web browser - -
2026-02-26 19:59 dlq Dead-lettered after 1 attempts: Welcome to Ladybird, a truly independent web browser - -
2026-02-26 19:59 eval_failure Evaluation failed: Error: Unknown model in registry: llama-4-scout-wai - -
2026-02-26 19:59 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 19:49 eval_success Evaluated: Neutral (0.04) - -
2026-02-26 19:49 eval Evaluated by llama-4-scout-wai: +0.04 (Neutral)
2026-02-26 19:49 rater_validation_warn Validation warnings for model llama-4-scout-wai: 27W 27R - -
2026-02-26 19:39 rater_validation_fail Parse failure for model llama-4-scout-wai: TypeError: Cannot read properties of undefined (reading 'find') - -
2026-02-26 19:34 rater_validation_fail Parse failure for model deepseek-v3.2: Error: Failed to parse OpenRouter JSON: SyntaxError: Expected ',' or '}' after property value in JSON at position 17241 (line 392 column 4). Extracted text starts with: { "schema_version": "3.7", - -
2026-02-26 19:34 eval_retry OpenRouter output truncated at 4096 tokens - -
2026-02-26 19:12 dlq Dead-lettered after 1 attempts: Welcome to Ladybird, a truly independent web browser - -
2026-02-26 19:09 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:08 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 19:07 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -