Research
We study the impact of
observability on modern science.
We study the impact
of observability on
modern science.
Observability Benchmarks
Discover industry benchmarks, access project data, and peer review research.
Tracer Labs | Report #A0012
Benchmark: Idle Instance detection reduce compute utilization by 28.1%
Objective:
Quantify impact of idle instance elimination on cloud cost
Method:
Observed 1,247 pipeline runs using the Tracer kernel instrumentation
Full report
Tracer Labs | Report #A0073
Benchmark: AI Right-Sizing reduced Nextflow costs by 30%
Objective:
Evaluate impact of AI instance recommendations on pipeline cost
Method:
Observed 830 Nextflow runs using Tracer kernel instrumentation
Full report
Tracer Labs | Report #A0039
Benchmark: AWS Batch tuning reduced costs by 39.7%
Objective:
Measure cost impact of instance family and region optimization
Method:
Conducted controlled tests across 540 AWS Batch pipeline runs
Full report
