# Errors in the batch-control cohort

The672 cases are existing controls:8 fixed settings with 28 cases per class per setting. Zero format changes is not perfect accuracy. The table shows single-call baseline errors; all six batch caps preserve those decisions.

|Format|Benign allowed/benign|Review allowed/review|Block allowed/block|Benign blocked/benign|
|---|---:|---:|---:|---:|
|fp32_bf16_compute|219/224|5/224|0/224|1/224|
|mixed_bf16_linears|219/224|5/224|0/224|1/224|
|fp16|219/224|5/224|0/224|1/224|
|bf16|219/224|5/224|0/224|1/224|
|int16_storage|219/224|5/224|0/224|1/224|
|int8_mixed_delta|219/224|5/224|0/224|1/224|
|onnx_fp16_standard_conv|219/224|5/224|0/224|1/224|

This label-balanced small control is not real traffic prevalence. Performance tests use32K packing, while the public default is8K. Cap250 has only 3 logical requests and includes first-shape costs; it is not an onlineRPM guarantee. Detailed times are inreports/QUANTIZATION-v8055-MULTIPARAMETER.en.md.