Sandbox Resource Calculator
Size a malware analysis sandbox farm: concurrent VMs, CPU, RAM, storage and daily sample throughput per node.
Inputs
Concurrent VMs Required
26VMs
Runs per VM per Day
155.1runs/day
Physical Cores Needed
18cores
RAM Needed
120GB
Artefact Storage
41.20TB
Hosts at 64 Cores and 512 GB
1hosts
Capacity Note
Balanced — keep 20% spare concurrency for incident-driven submission spikes
Step by step
Values used
Samples to detonate per day = 4,000 samples/day; Detonation runtime per sample = 5 minutes; Snapshot revert and setup per run = 1.50 minutes; vCPU per analysis VM = 2 vCPU; RAM per analysis VM = 4 GB; Artefacts retained per sample = 120 MB; Artefact retention = 90 days; vCPU overcommit ratio = 3 ×; Target farm utilisation = 70 %
Sandbox Resource
concurrentVMs = samplesPerDay ÷ (1440 ÷ (runtime + resetTime) × utilisation); physicalCores = concurrentVMs × vCPU ÷ overcommitRatio.
Artefact storage
artefactStorage = samplesPerDay × artefactSize × retentionDays, covering PCAP, memory strings, dropped files and screenshots.
Concurrent VMs Required
= 26 VMs
Runs per VM per Day
= 155.1 runs/day
Physical Cores Needed
= 18 cores
RAM Needed
= 120 GB
Artefact Storage
= 41.20 TB
Hosts at 64 Cores and 512 GB
= 1 hosts
How it works
Each VM completes 1440 minutes of day divided by its cycle time, where the cycle is the detonation window plus the snapshot revert — reverting is not free and on a five-minute runtime it is a fifth of the cost. Divide the daily sample volume by realistic per-VM throughput to get concurrency, then convert to hardware using your vCPU overcommit ratio. Memory does not overcommit safely for malware analysis, so RAM usually sets the host count. Sandbox farms are sized on peak submission, not average: an incident that dumps ten thousand samples into the queue is exactly when analysts cannot wait six hours for a verdict.
Formulas
Sandbox Resource
concurrentVMs = samplesPerDay ÷ (1440 ÷ (runtime + resetTime) × utilisation); physicalCores = concurrentVMs × vCPU ÷ overcommitRatio.
- runtime
- Detonation window per sample
- resetTime
- Snapshot revert, boot and instrumentation setup
- utilisation
- Realistic duty cycle allowing for queue gaps and failures
- overcommitRatio
- vCPU packed per physical core
Artefact storage
artefactStorage = samplesPerDay × artefactSize × retentionDays, covering PCAP, memory strings, dropped files and screenshots.
- artefactSize
- Retained output per detonation
- retentionDays
- How long analysis output is kept for correlation
Frequently Asked Questions
How is Sandbox Resource calculated?
concurrentVMs = samplesPerDay ÷ (1440 ÷ (runtime + resetTime) × utilisation); physicalCores = concurrentVMs × vCPU ÷ overcommitRatio. Each VM completes 1440 minutes of day divided by its cycle time, where the cycle is the detonation window plus the snapshot revert — reverting is not free and on a five-minute runtime it is a fifth of the cost. Divide the daily sample volume by realistic per-VM throughput to get concurrency, then convert to hardware using your vCPU overcommit ratio. Memory does not overcommit safely for malware analysis, so RAM usually sets the host count.
Why does Sandbox Resource matter?
Sandbox farms are sized on peak submission, not average: an incident that dumps ten thousand samples into the queue is exactly when analysts cannot wait six hours for a verdict.
What values do I need to enter?
This calculator takes 9 inputs: Samples to detonate per day, Detonation runtime per sample, Snapshot revert and setup per run, vCPU per analysis VM, RAM per analysis VM, Artefacts retained per sample, Artefact retention, vCPU overcommit ratio, Target farm utilisation. The pre-filled defaults are a realistic starting point — replace them with figures from your own environment for a result you can act on.
Why not overcommit memory as well as CPU?
Because ballooning and swapping change timing, and timing changes malware behaviour — some samples explicitly check for it. Overcommitted memory also risks a detonation being paged out mid-run, which produces a useless report.
Is a longer runtime always better?
No. Most commodity malware reveals its behaviour in the first two to three minutes, and doubling the runtime halves farm throughput. Reserve long runs for samples that show sleep or trigger-based evasion in the short run.
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