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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

ModelScoreLatencyTokens InTokens Out
Claude Sonnet 4.695.0%207.0s1,09714,026
Claude Opus 4.694.8%212.6s1,09712,719
DeepSeek-R194.3%54.5s1,0422,001
Qwen3.5-35B-A3B91.6%37.0s1,3555,316
GPT-5.491.5%44.5s1,0373,121
Qwen3.6 35B A3B89.5%37.6s1,3556,657
DeepSeek V4 Pro88.5%241.6s1,0429,297
Gemini 3.1 Pro88.0%281.2s1,3845,510
Qwen3.5-397B-A17B87.5%74.5s1,3555,115
Qwen3.6 27B84.4%124.0s1,3557,575
Gemini 3 Flash83.1%8.2s1,3841,229
Gemma 4 26B A4B IT82.4%9.8s1,4021,524
MiniMax M2.781.8%123.8s1,0478,126
Claude Haiku 4.578.2%35.0s1,0964,736
DeepSeek-V3.276.1%66.7s1,0421,403
DeepSeek V4 Flash76.0%40.0s1,0426,731
GPT-5.4 mini75.7%13.7s1,0372,691
Gemma 4 31B IT75.0%54.7s1,4171,328
Llama 4 Maverick71.0%40.3s1,041992
GPT-5.4 nano68.8%14.6s1,0373,058
DeepSeek-V3.268.3%75.6s1,0421,920
Mistral Large 3 675B67.8%32.2s1,3632,233
Llama 3.3 70B Instruct65.3%26.7s1,044723
Mistral Small 260365.0%12.8s1,3752,445
DeepSeek-R1-Distill-Qwen-32B64.8%145.2s1,3412,187
Gemini 3.1 Flash-Lite59.8%4.2s1,384877
Llama 4 Scout48.8%9.7s1,041839

Tags

environmental_monitoringtrendingdata_analysis