Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 1.00 0.00 Tech Development
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology Design
deepseek/deepseek-v3.2-20251201 +0.04 +0.03 Neutral 0.30 0.03 Cultural Participation
claude-haiku-4-5-20251001 +0.12 +0.08 Mild positive 0.43 — Digital Participation & Access
meta-llama/llama-3.3-70b-instruct:free ND ND — — — —
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite deepseek/deepseek-v3.2-20251201 claude-haiku-4-5-20251001 meta-llama/llama-3.3-70b-instruct:free
Preamble ND ND 0.15 ND ND
Article 1 ND ND 0.10 ND ND
Article 2 ND ND 0.05 ND ND
Article 3 ND ND 0.05 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 ND -0.08 ND ND
Article 13 ND ND 0.10 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 ND 0.05 ND ND
Article 18 ND ND 0.05 ND ND
Article 19 ND ND 0.40 ND ND
Article 20 ND ND 0.05 ND ND
Article 21 ND ND 0.05 ND ND
Article 22 ND ND 0.00 ND ND
Article 23 ND ND 0.00 ND ND
Article 24 ND ND 0.00 ND ND
Article 25 ND ND 0.20 ND ND
Article 26 ND ND 0.25 ND ND
Article 27 ND ND 0.45 ND ND
Article 28 ND ND 0.00 ND ND
Article 29 ND ND 0.00 ND ND
Article 30 ND ND 0.00 ND ND
0.00 Framedeck: A Framework mainboard based Cyberdeck (2022) (github.com)
3 points by birdculture 4 days ago | 0 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Tech Development Neutral
Tech project page
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 · 5 evals
+1 0 −1 HN
Audit Trail 25 entries
2026-02-28 11:41 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:41 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 11:41 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
PR tech content
2026-02-26 23:06 eval_success Light evaluated: Neutral (0.00) - -
2026-02-26 23:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
2026-02-26 20:12 dlq Dead-lettered after 1 attempts: Framedeck: A Framework mainboard based Cyberdeck (2022) - -
2026-02-26 20:10 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:09 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:07 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:36 dlq Dead-lettered after 1 attempts: Framedeck: A Framework mainboard based Cyberdeck (2022) - -
2026-02-26 17:34 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:33 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:32 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 10:22 eval_success Evaluated: Neutral (0.09) - -
2026-02-26 10:22 eval Evaluated by deepseek-v3.2: +0.09 (Neutral) 10,697 tokens
2026-02-26 09:00 dlq Dead-lettered after 1 attempts: Framedeck: A Framework mainboard based Cyberdeck (2022) - -
2026-02-26 08:59 dlq Dead-lettered after 1 attempts: Framedeck: A Framework mainboard based Cyberdeck (2022) - -
2026-02-26 08:59 dlq Dead-lettered after 1 attempts: Framedeck: A Framework mainboard based Cyberdeck (2022) - -
2026-02-26 08:59 dlq Dead-lettered after 1 attempts: Framedeck: A Framework mainboard based Cyberdeck (2022) - -
2026-02-26 08:58 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 08:58 rate_limit OpenRouter rate limited (429) model=qwen3-next-80b - -
2026-02-26 08:57 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 08:57 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 04:19 eval Evaluated by claude-haiku-4-5-20251001: +0.12 (Mild positive) 13,239 tokens -0.21
2026-02-26 04:14 eval Evaluated by claude-haiku-4-5-20251001: +0.33 (Neutral) 13,207 tokens