Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Tech Development
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.50 0.00 Technology Development
deepseek/deepseek-v3.2-20251201 +0.13 +0.02 Mild positive 0.04 — Digital Access
claude-haiku-4-5-20251001 +0.15 +0.10 Mild positive 0.42 — Digital Access & Knowledge Sharing
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 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
● Show HN: ZSE – Open-source LLM inference engine with 3.9s cold starts (github.com)
58 points by zyoralabs 4 days ago | 8 comments on HN
Pending Evaluation
This story is queued for evaluation. It will be processed in an upcoming batch.
Queued: 2026-02-26 01:16:02
Longitudinal 588 HN snapshots · 6 evals
+1 0 −1 HN
Audit Trail 26 entries
2026-02-28 11:47 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 11:47 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
PR tech content
2026-02-28 11:47 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
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 23:13 eval_success Light evaluated: Neutral (0.00) - -
2026-02-26 23:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
2026-02-26 20:21 dlq Dead-lettered after 1 attempts: Show HN: ZSE – Open-source LLM inference engine with 3.9s cold starts - -
2026-02-26 20:19 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:18 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 20:17 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:42 dlq Dead-lettered after 1 attempts: Show HN: ZSE – Open-source LLM inference engine with 3.9s cold starts - -
2026-02-26 17:40 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:39 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 17:37 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-26 09:52 eval_success Evaluated: Mild positive (0.13) - -
2026-02-26 09:52 eval Evaluated by deepseek-v3.2: +0.13 (Mild positive) 10,280 tokens
2026-02-26 09:15 dlq Dead-lettered after 1 attempts: Show HN: ZSE – Open-source LLM inference engine with 3.9s cold starts - -
2026-02-26 09:15 dlq Dead-lettered after 1 attempts: Show HN: ZSE – Open-source LLM inference engine with 3.9s cold starts - -
2026-02-26 09:13 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 09:13 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:11 rate_limit OpenRouter rate limited (429) model=mistral-small-3.1 - -
2026-02-26 09:11 rate_limit OpenRouter rate limited (429) model=hermes-3-405b - -
2026-02-26 03:10 eval Evaluated by claude-haiku-4-5-20251001: +0.15 (Mild positive) 13,569 tokens -0.11
2026-02-26 02:57 eval Evaluated by claude-haiku-4-5-20251001: +0.26 (Mild positive) 12,563 tokens