Snapshot withheld
Not enough verified traffic yet.
The publication pipeline is ready, but showing empty or invented provider rows would be misleading. The first snapshot will appear only after a complete seven-day UTC window contains at least 100 observed create operations and passes the local redaction and denominator checks.
How to read this ranking
Observed create volume
Rank and share use only sandbox create operations observed by Wildflower Computer during the stated window.
Descriptive, not causal
Success reflects this traffic mix. It does not control image, region, account configuration, workload, or provider plan.
Successful provider samples
p50 and p95 include only successful creates where provider latency was observed. Missing samples render as an em dash, never zero.
Publication and privacy
The checked-in snapshot can contain only provider-level rank, counts, percentages, latency percentiles, UTC window timestamps, methodology, and source revision. The importer rejects unknown fields and never accepts account, project, request, machine, credential, command, file, path, payload, sandbox, or user identity data.
Pricing and controlled comparisons stay separate
Provider pricing comes from reviewed official pricing sources. Controlled performance comparisons require the same workload, region, benchmark version, time window, and visible sample count. Neither is mixed into this observed usage rank.