Common symptoms
- Sandbox workloads slow down during longer sessions
- Provisioned memory does not explain actual workload behavior
- Teams need session-level resource diagnostics
GENESIS REPAIR KNOWLEDGE NETWORK
Vercel Sandbox Memory Observability: Dashboard & CLI Guide
QUICK ANSWER
Vercel announced on September 25, 2026 that Sandbox memory usage is now available in the dashboard and CLI. Use the new signal with existing CPU, provisioned-memory, transfer and session metrics. Keep actual memory usage separate from Provisioned Memory, which Vercel describes as allocated memory multiplied by runtime. Current Sandbox documentation says RAM is provisioned at 2 GB per vCPU. Compare representative sessions before changing resource settings.
Possible causes
- Memory usage was not previously visible alongside existing Sandbox metrics
- Aggregate views can hide one unusual session
- Actual memory and provisioned memory represent different measurements
Work from the safest step to the harder repair.
- Step 1. Open Observability and review Sandbox memory with CPU, transfer and session timing.
- Step 2. Group by Sandbox Name and Sandbox Session ID to isolate the workload.
- Step 3. Compare actual memory behavior with Provisioned Memory without treating them as the same value.
- Step 4. Use the current Vercel CLI metric schema before automating metric queries.
- Step 5. Reproduce the workload with the same resource configuration before making changes.
- Step 6. Test any resource adjustment against representative workloads and compare before and after results.
Need the actual code? Go to GenesisCodeDoctor.com to search the Code Store or request code for the exact platform, error, and repair you are working on.
Use evidence to decide the next move.
- 1. Need cost context? Start with provisioned resources and runtime.
- 2. Need failure diagnosis? Correlate memory with CPU, transfer and session timing.
- 3. Need workload attribution? Group by Sandbox Name and Session ID.
A visual path from symptom to verified production.
Observe→
Protect→
Isolate→
Repair→
Test→
Publish→
Verify live
Protect the working site first.
- Validate changes on representative non-production workloads.
- Use stable session and time-window comparisons.
- Keep sensitive application data out of diagnostic exports.
Do not turn a repair into a larger outage.
- Do not describe Provisioned Memory as actual memory usage.
- Do not infer a universal memory threshold from one workload.
- Do not claim one chart alone proves the root cause of a failure.
Diagnose the exact failure before choosing a repair.
Genesis separates the visible symptom from the underlying technical cause. Run the supported diagnostic first, review the evidence, and then use a matching repair only when the failure is actually verified.
- Platform scope
- Vercel Sandbox · Observability · Vercel CLI
- Category
- Observability · Performance diagnostics · AI infrastructure
- Last updated
- 2026-09-26
Know the complexity before you edit.
- Difficulty
- Intermediate
- Change risk
- Medium
These labels describe implementation complexity and blast radius, not a guaranteed repair time.
Verify time-sensitive platform details at the source.
Before you make the change
Is memory usage the same as Provisioned Memory?
No. They are distinct signals and should be analyzed separately.
How much RAM is provisioned?
Vercel currently documents 2 GB of RAM per vCPU.
Can I inspect metrics outside the dashboard?
Yes. Vercel documents Sandbox metrics through the CLI as well.
Next step
Start with a free diagnostic. If Genesis verifies a problem and a compatible treatment exists, continue to the matching Code Store product or repair path. If you cannot find the exact code you need, request it at GenesisCodeDoctor.com rather than forcing a generic snippet into the wrong platform.