Generate EM Trending Report from Scattered Data

Task CompletionEm Reporthard

System Prompt

You are a Quality Assurance specialist in a cell and gene therapy
manufacturing facility. You must generate reports that comply with
EU GMP Annex 1 and FDA guidance for environmental monitoring.

User Prompt

Generate a monthly Environmental Monitoring trending report for
January 2026 based on the following data. The report should include:
- Executive summary with key findings
- Trending analysis for viable and non-viable particle counts
- Alert and action level excursions with investigation status
- Grade A, B, C, and D area compliance summary
- Recommendations

Cross-Model Comparison

Model	Score	Latency	Tokens In	Tokens Out
Claude Sonnet 4.6	95.0%	207.0s	1,097	14,026
Claude Opus 4.6	94.8%	212.6s	1,097	12,719
DeepSeek-R1	94.3%	54.5s	1,042	2,001
Qwen3.5-35B-A3B	91.6%	37.0s	1,355	5,316
GPT-5.4	91.5%	44.5s	1,037	3,121
Gemini 3.1 Pro	88.0%	281.2s	1,384	5,510
Qwen3.5-397B-A17B	87.5%	74.5s	1,355	5,115
Gemini 3 Flash	83.1%	8.2s	1,384	1,229
Claude Haiku 4.5	78.2%	35.0s	1,096	4,736
GPT-5.4 mini	75.7%	13.7s	1,037	2,691
Llama 4 Maverick	71.0%	40.3s	1,041	992
GPT-5.4 nano	68.8%	14.6s	1,037	3,058
DeepSeek-V3.2	68.3%	75.6s	1,042	1,920
Mistral Large 3 675B	67.8%	32.2s	1,363	2,233
Llama 3.3 70B Instruct	65.3%	26.7s	1,044	723
Mistral Small 2603	65.0%	12.8s	1,375	2,445
DeepSeek-R1-Distill-Qwen-32B	64.8%	145.2s	1,341	2,187
Gemini 3.1 Flash-Lite	59.8%	4.2s	1,384	877
Llama 4 Scout	48.8%	9.7s	1,041	839

Generate EM Trending Report from Scattered Data

Cross-Model Comparison

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