Data as of Sep 24, 2026 · Based on 4,020,317 AI responses across 13,338 prompts · See how Parse measures this
Scale To Zero is an automated FinOps agent that detects cloud waste across AWS and AI workloads (EC2, EBS, Lambda, S3, SageMaker) using 17 detectors and surfaces each finding with exact dollar amounts. It presents findings in Slack and executes fixes immediately after user approval, requiring only a single IAM role and one CLI command, with a 24-hour undo window. The service offers a Day 1 free waste report, claims substantial savings (average around $85k per customer annually), and notes that about 30% of cloud spend is typically waste.
The market map · 5 of 100 labelled
Cloud FinOps Optimization Platforms →Where ScaleToZero ranks in AI
ProsperOpsPicked instead1 question
Cast AIPicked instead1 question
Apptio CloudabilityRanking↑6 to #6
nOpsRanking↑3 to #5No contexts measured yet.
Excerpts where ScaleToZero appeared in the AI's answer
scaletozero.cloud — a newer AWS-focused agent that explicitly detects orphaned EBS volumes, stale snapshots, idle instances and similar waste, then executes fixes after approval.
scaletozero.cloud — more AWS-focused, with detectors for orphaned EBS, stale snapshots, idle compute and other waste; remediation happens after approval.
