AppStream 2.0 Multi-session Fleet Calculator Session ↔ instance math for multi-session fleets (WorkSpaces Applications), straight from the scaling docs

1. Fleet capacity settings (in user sessions)

Minimum instances-
Maximum instances-
Instances for desired sessions-
Session slots actually provisioned-
Spare slots (instance packing)-

2. Current usage

Capacity Utilization-
Available user session capacity-
Instances in use (at least 1 session)-

3. Scaling policy simulator

Evaluated against the current usage in panel 2. Percent actions use the documented Application Auto Scaling rounding: results above 1 round down, fractions between 0 and 1 become 1 (and mirrored for scale-in), so a percent policy always moves capacity by at least one session. New desired capacity is clamped to your min / max user sessions.

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4. Formula reference (from the AWS docs)

Instances neededroundup(user sessions / max sessions per instance) - doc examples: min 12 sessions at 5 per instance = roundup(12/5) = 3 instances; max 52 sessions = roundup(52/5) = 11 instances.
CapacityUtilization(ActiveUserSessionCapacity / ActualUserSessionCapacity) × 100
ActualUserSessionCapacityAvailableUserSessionCapacity + ActiveUserSessionCapacity, and ActualCapacity × max sessions per instance at the instance level.
DesiredUserSessionCapacityDesiredCapacity × max sessions per instance - capacity and scaling policies are configured in user sessions; the service calculates and launches the instances.
Percent policy actionDoc example: current capacity 4, action "Add 25% capacity" gives desired capacity 5. Rounding for non-integer results: >1 rounds down (12.7 becomes 12), 0 to 1 becomes 1, 0 to -1 becomes -1, <-1 rounds up toward zero (-6.67 becomes -6).
Scaling metricsCapacity Utilization (scale on % used), Available Capacity (keep a session buffer), Insufficient Capacity Error (rejected session requests > 0).

Sources: Scaling concepts · Multi-session fleet metrics · Application Auto Scaling step scaling. Personal helper tool, not an official AWS calculator. Billing is per instance, so the instance counts are the cost line.
For Foxy and Hooky ♡