Configure disks to meet performance requirements

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This page discusses the many factors that determine the performance of the block storage volumes that you attach to your virtual machine (VM) instances. Before you begin, consider the following:

• Persistent disks are networked storage and generally have higher latency compared to physical disks or local SSDs. To reach the maximum performance limits of your persistent disks, you must issue enough I/O requests in parallel. To check if you're using a high enough queue depth to reach your required performance levels, see I/O queue depth.

• Make sure that your application is issuing enough I/Os to saturate your disk.

• For workloads that primarily involve small (from 4 KB to 16 KB) random I/Os, the limiting performance factor is random input/output operations per second (IOPS).

• For workloads that primarily involve sequential or large (256 KB to 1 MB) random I/Os, the limiting performance factor is throughput.

Choose a storage option

To choose a block storage option that is appropriate for your workload, consider factors such as machine type support, disk size, and performance limits.

Disk types

You can provide several different types of block storage for your instances to use.

When you configure a persistent disk, you can select one of the following disk types:

• Standard persistent disks (pd-standard)
  • Suitable for large data processing workloads that primarily use sequential I/Os.
  • Backed by standard hard disk drives (HDD).
• Balanced persistent disks (pd-balanced)
  • An alternative to performance (pd-ssd) persistent disks
  • Balance of performance and cost. For most VM shapes, except very large ones, these disks have the same maximum IOPS as SSD persistent disks and lower IOPS per GB. This disk type offers performance levels suitable for most general-purpose applications at a price point between that of standard and performance (pd-ssd) persistent disks.
  • Backed by solid-state drives (SSD).
• Performance (SSD) persistent disks (pd-ssd)
  • Suitable for enterprise applications and high-performance databases that require lower latency and more IOPS than standard persistent disks provide.
  • Designed for single-digit millisecond latencies; the observed latency is application specific.
  • Backed by solid-state drives (SSD).
• Extreme persistent disks (pd-extreme)
  • Offer consistently high performance for both random access workloads and bulk throughput.
  • Designed for high-end database workloads, such as Oracle or SAP HANA.
  • Allow you to provision the target IOPS .
  • Backed by solid-state drives (SSD).
  • Available with a limited number of machine types.

If you create a disk in the Google Cloud console, the default disk type is pd-balanced. If you create a disk using the gcloud CLI or the Compute Engine API, the default disk type is pd-standard.

Performance metrics

Persistent disks have per GB and per instance performance limits for the maximum IOPS and throughput that they can sustain. Balanced and performance (SSD) persistent disks also offer baseline performance for sustained IOPS and throughput.

Performance limits

The following table shows performance limits for persistent disks. For information about local SSD performance limits, see Local SSD performance.

Zonal persistent disks

The following table shows maximum sustained IOPS for zonal persistent disks:

	Zonal standard PD	Zonal balanced PD	Zonal SSD PD	Zonal extreme PD	Zonal SSD PD multi-writer mode
Read IOPS per GB	0.75	6	30	–	30
Write IOPS per GB	1.5	6	30	–	30
Read IOPS per instance	7,500^*	80,000^*	100,000^*	120,000^*	100,000^*
Write IOPS per instance	15,000^*	80,000^*	100,000^*	120,000^*	100,000^*

The following table shows maximum sustained throughput for zonal persistent disks:

	Zonal standard PD	Zonal balanced PD	Zonal SSD PD	Zonal extreme PD	Zonal SSD PD multi-writer mode
Throughput per GB (MB/s)	0.12	0.28	0.48	–	0.48
Read throughput per instance (MB/s)	1,200^*	1,200^*	1,200^*	4,000^‡	1,200^*
Write throughput per instance (MB/s)	400^†	1,200^*	1,200^*	3,000^#	1,200^†

^* Persistent disk IOPS and throughput performance depends on disk size, instance vCPU count, and I/O block size, among other factors.

^† Persistent disks can achieve greater throughput performance on instances with more vCPUs. Read Network egress caps on write throughput.

^‡ Max read throughput available on N2 VMs with 64 or more vCPUs. For all values, see Performance by machine type and vCPU count.

^# Max write throughput available on N2 VMs with 64 or more vCPUs. For all values, see Performance by machine type and vCPU count.

Regional persistent disks

Regional persistent disks are supported on only E2, N1, N2, and N2D machine type VMs. The following table shows maximum sustained IOPS for regional PDs:

	Regional standard PD	Regional balanced PD	Regional SSD PD
Read IOPS per GB	0.75	6	30
Write IOPS per GB	1.5	6	30
Read IOPS per instance	7,500^*	60,000^*	100,000^* ^‡ ^#
Write IOPS per instance	15,000^*	30,000^*	80,000^* ^‡

The following table shows maximum sustained throughput for regional persistent disks:

	Regional standard PD	Regional balanced PD	Regional SSD PD
Throughput per GB (MB/s)	0.12	0.28	0.48
Read throughput per instance	1,200^*	1,200^*	1,200^*
Write throughput per instance	200^†	600^*	600^*

^* Persistent disk IOPS and throughput performance depends on disk size, instance vCPU count, and I/O block size, among other factors.

^† Persistent disks can achieve greater throughput performance on instances with more vCPUs. Read Network egress caps on write throughput.

^‡ Requires at least 64 vCPU and N1 or N2 machine type.

^# May be lower when it is in unreplicated mode.

Attaching a disk to multiple virtual machine instances in read-only mode mode or in multi-writer mode does not affect aggregate performance or cost. Each machine gets a share of the per-disk performance limit. Persistent disks created in multi-writer mode have specific IOPS and throughput limits. To learn how to share persistent disks between multiple VMs, see Sharing persistent disks between VMs.

Persistent disk I/O operations share a common path with vNIC network traffic within your VM's hypervisor. Therefore, if your VM has significant network traffic, the actual read bandwidth and IOPS consistency might be less than the listed maximum limits. Some variability in the performance limits is to be expected, especially when operating near the maximum IOPS limits with an I/O size of 16 KB. For a summary of bandwidth expectations, see Bandwidth summary table.

Baseline performance

Balanced persistent disks and SSD persistent disks offer baseline IOPS and throughput performance in addition to sustained per GB performance limits. Baseline performance is the same for all disk sizes and doesn't scale based on the number of disks of the same type that are attached to an instance. For example, if you have two zonal balanced persistent disks attached to an instance, they share a baseline performance of 3,000 IOPS.

To calculate the maximum expected performance of a persistent disk type, add the disk type's baseline performance to the per GB performance limit for the disk type, multiplied by the combined size (in GB) of all disks of the same type:

• Maximum expected performance = Baseline performance + (Per GB performance limit * Combined disk size in GB).

For example, the maximum IOPS of two 1000 GB zonal balanced persistent disks attached to the same instance is 15,000:

• 3,000 baseline performance + (6 IOPS performance limit per GB * 2000 GB combined disk size) = 15,000 IOPS

Note: Maximum expected performance can never exceed the per instance performance limits in the performance limits table.

The following table shows the baseline performance for balanced and SSD persistent disks.

Zonal persistent disks

The following table shows the baseline sustained IOPS and throughput for zonal persistent disks:

	Zonal balanced PD	Zonal SSD PD
Baseline IOPS per instance	3,000^*	6,000^*
Baseline Throughput (MB/s) per instance	140^*	240^*

^* Persistent disk IOPS and throughput performance depends on disk size, instance vCPU count, and I/O block size, among other factors.

Regional persistent disks

Regional persistent disks are supported on only E2, N1, N2, and N2D machine type VMs. The following table shows the baseline sustained IOPS and throughput for regional persistent disks:

	Regional balanced PD	Regional SSD PD
Baseline IOPS per instance	3,000^*	6,000^*
Baseline Throughput (MB/s) per instance	140^*	240^*

^* Persistent disk IOPS and throughput performance depends on disk size, instance vCPU count, and I/O block size, among other factors.

Configure your persistent disks and instances

Persistent disk performance scales with the size of the disk and with the number of vCPUs on your VM instance.

Performance scales until it reaches either the limits of the disk or the limits of the VM instance to which the disk is attached. The machine type and the number of vCPUs on the instance determine the VM instance limits.

The following tables show performance limits for zonal persistent disks.

Performance by machine type and vCPU count

The following tables show how zonal persistent disk performance varies according to the machine type and number of vCPUs on the VM to which the disk is attached.

A2 standard VMs

pd-standard

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
a2-highgpu-1g	15,000	5,000	400	800
a2-highgpu-2g	15,000	7,500	400	1,200
a2-highgpu-4g	15,000	7,500	400	1,200
a2-highgpu-8g	15,000	7,500	400	1,200
a2-megagpu-16g	15,000	7,500	400	1,200

pd-balanced

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
a2-highgpu-1g	15,000	15,000	800	800
a2-highgpu-2g	20,000	20,000	1,200	1,200
a2-highgpu-4g	50,000	50,000	1,200	1,200
a2-highgpu-8g	80,000	80,000	1,200	1,200
a2-megagpu-16g	80,000	80,000	1,200	1,200

pd-ssd

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
a2-highgpu-1g	15,000	15,000	800	800
a2-highgpu-2g	25,000	25,000	1,200	1,200
a2-highgpu-4g	60,000	60,000	1,200	1,200
a2-highgpu-8g	100,000	100,000	1,200	1,200
a2-megagpu-16g	100,000	100,000	1,200	1,200

A2 ultra VMs

pd-standard

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
a2-ultragpu-1g	15,000	5,000	400	800
a2-ultragpu-2g	15,000	7,500	400	1,200
a2-ultragpu-4g	15,000	7,500	400	1,200
a2-ultragpu-8g	15,000	7,500	400	1,200

pd-balanced

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
a2-ultragpu-1g	15,000	15,000	800	800
a2-ultragpu-2g	20,000	20,000	1,200	1,200
a2-ultragpu-4g	50,000	50,000	1,200	1,200
a2-ultragpu-8g	80,000	80,000	1,200	1,200

pd-ssd

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
a2-ultragpu-1g	15,000	15,000	800	800
a2-ultragpu-2g	25,000	25,000	1,200	1,200
a2-ultragpu-4g	60,000	60,000	1,200	1,200
a2-ultragpu-8g	100,000	100,000	1,200	1,200

C2 VMs

pd-standard

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
4	4,000	3,000	240	240
8	4,000	3,000	240	240
16	4,000	3,000	240	240
30	8,000	3,000	240	240
60	15,000	3,000	240	240

pd-balanced

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
4	4,000	4,000	240	240
8	4,000	4,000	240	240
16	4,000	8,000	480	600
30	8,000	15,000	480	600
60	15,000	15,000	800	1,200

pd-ssd

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
4	4,000	4,000	240	240
8	4,000	4,000	240	240
16	4,000	8,000	480	600
30	8,000	15,000	480	600
60	15,000	30,000	800	1,200

C2D VMs

pd-standard

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
2	4,590	3,060	245	245
4	4,590	3,060	245	245
8	4,590	3,060	245	245
16	4,590	3,060	245	245
32	8,160	3,060	245	245
56	8,160	3,060	245	245
112	15,300	3,060	245	245

pd-balanced

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
2	4,590	4,080	245	245
4	4,590	4,080	245	245
8	4,590	4,080	245	245
16	4,590	8,160	245	326
32	8,160	15,300	245	612
56	8,160	15,300	245	612
112	15,300	30,600	408	1,224

pd-ssd

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
2	4,590	4,080	245	245
4	4,590	4,080	245	245
8	4,590	4,080	245	245
16	4,590	8,160	245	326
32	8,160	15,300	245	612
56	8,160	15,300	245	612
112	15,300	30,600	408	1,224

C3 VMs

pd-balanced

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
4	15,000	15,000	240	240
8	15,000	15,000	240	240
22	20,000	20,000	800	800
44	50,000	50,000	800	800
88	80,000	80,000	1,200	1,200
176	80,000	80,000	1,200	1,200

pd-ssd

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
4	15,000	15,000	240	240
8	15,000	15,000	240	240
22	25,000	25,000	800	800
44	60,000	60,000	800	800
88	80,000	80,000	1,200	1,200
176	80,000	80,000	1,200	1,200

E2 VMs

pd-standard

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
e2-medium^*	10,000	1,000	200	200
2-7	15,000	3,000	240	240
8-15	15,000	5,000	400	800
16 or more	15,000	7,500	400	1,200

^*E2 shared-core machine types run two vCPUs simultaneously shared on one physical core for a specific fraction of time.

pd-balanced

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
e2-medium^*	10,000	12,000	200	200
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	20,000	20,000	1,000	1,200
32 or more	50,000	50,000	1,000	1,200

^*E2 shared-core machine types run two vCPUs simultaneously shared on one physical core for a specific fraction of time.

pd-ssd

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
e2-medium^*	10,000	12,000	200	200
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	25,000	25,000	1,000	1,200
32 or more	60,000	60,000	1,000	1,200

^*E2 shared-core machine types run two vCPUs simultaneously shared on one physical core for a specific fraction of time.

G2 standard VMs

pd-balanced

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
g2-standard-4	15,000	15,000	240	240
g2-standard-8	15,000	15,000	800	800
g2-standard-12	15,000	15,000	800	800
g2-standard-16	20,000	20,000	1,200	1,200
g2-standard-24	20,000	20,000	1,200	1,200
g2-standard-32	50,000	50,000	1,200	1,200
g2-standard-48	50,000	50,000	1,200	1,200
g2-standard-96	80,000	80,000	1,200	1,200

pd-ssd

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
g2-standard-4	15,000	15,000	240	240
g2-standard-8	15,000	15,000	800	800
g2-standard-12	15,000	15,000	800	800
g2-standard-16	25,000	25,000	1,200	1,200
g2-standard-24	25,000	25,000	1,200	1,200
g2-standard-32	60,000	60,000	1,200	1,200
g2-standard-48	60,000	60,000	1,200	1,200
g2-standard-96	100,000	100,000	1,200	1,200

N1 VMs

pd-standard

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
1	15,000	Up to 3,000	204	240
2-7	15,000	3,000	240	240
8-15	15,000	5,000	400	800
16 or more	15,000	7,500	400	1,200

pd-balanced

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
1	15,000	15,000	204	240
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	20,000	20,000	1,200	1,200
32-63	50,000	50,000	1,200	1,200
64 or more	80,000	80,000	1,200	1,200

pd-ssd

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
1	15,000	15,000	204	240
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	25,000	25,000	1,200	1,200
32-63	60,000	60,000	1,200	1,200
64 or more	100,000	100,000	1,200	1,200

N2 VMs

pd-standard

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
2-7	15,000	3,000	240	240
8-15	15,000	5,000	400	800
16 or more	15,000	7,500	400	1,200

pd-balanced

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	20,000	20,000	1,200	1,200
32-63	50,000	50,000	1,200	1,200
64 or more	80,000	80,000	1,200	1,200

pd-ssd

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	25,000	25,000	1,200	1,200
32-63	60,000	60,000	1,200	1,200
64 or more	100,000	100,000	1,200	1,200

pd-extreme

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
n2-standard-64	120,000	120,000	3,000	4,000
n2-standard-80	120,000	120,000	3,000	4,000
n2-standard-96	120,000	120,000	3,000	4,000
n2-standard-128	120,000	120,000	3,000	4,000
n2-highmem-64	120,000	120,000	3,000	4,000
n2-highmem-80	120,000	120,000	3,000	4,000
n2-highmem-96	120,000	120,000	3,000	4,000
n2-highmem-128	120,000	120,000	3,000	4,000
n2-highcpu-64	120,000	120,000	3,000	4,000
n2-highcpu-80	120,000	120,000	3,000	4,000
n2-highcpu-96	120,000	120,000	3,000	4,000

N2D VMs

pd-standard

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
2-7	15,000	3,000	240	240
8-15	15,000	5,000	400	800
16 or more	15,000	7,500	400	1,200

pd-balanced

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	20,000	20,000	1,200	1,200
32-63	50,000	50,000	1,200	1,200
64 or more	Up to 80,000	Up to 80,000	1,200	1,200

pd-ssd

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	25,000	25,000	1,200	1,200
32-63	60,000	60,000	1,200	1,200
64 or more	Up to 100,000	Up to 100,000	1,200	1,200

M1 VMs

pd-standard

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m1-megamem-96	15,000	7,500	400	1,200
m1-ultramem-40	15,000	7,500	400	1,200
m1-ultramem-80	15,000	7,500	400	1,200
m1-ultramem-160	15,000	7,500	400	1,200

pd-balanced

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m1-megamem-96	80,000	80,000	1,200	1,200
m1-ultramem-40	60,000	60,000	1,200	1,200
m1-ultramem-80	70,000	70,000	1,200	1,200
m1-ultramem-160	70,000	70,000	1,200	1,200

pd-ssd

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m1-megamem-96	90,000	90,000	1,200	1,200
m1-ultramem-40	60,000	60,000	1,200	1,200
m1-ultramem-80	70,000	70,000	1,200	1,200
m1-ultramem-160	70,000	70,000	1,200	1,200

pd-extreme

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m1-megamem-96	90,000	90,000	2,200	2,200

M2 VMs

pd-standard

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m2-megamem-416	15,000	7,500	400	1,200
m2-ultramem-208	15,000	7,500	400	1,200
m2-ultramem-416	15,000	7,500	400	1,200
m2-hypermem-416	15,000	7,500	400	1,200

pd-balanced

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m2-megamem-416	40,000	40,000	1,200	1,200
m2-ultramem-208	40,000	40,000	1,200	1,200
m2-ultramem-416	40,000	40,000	1,200	1,200
m2-hypermem-416	40,000	40,000	1,200	1,200

pd-ssd

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m2-megamem-416	40,000	40,000	1,200	1,200
m2-ultramem-208	40,000	40,000	1,200	1,200
m2-ultramem-416	40,000	40,000	1,200	1,200
m2-hypermem-416	40,000	40,000	1,200	1,200

pd-extreme

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m2-megamem-416	40,000	40,000	1,200	2,200
m2-ultramem-208	40,000	40,000	1,200	2,200
m2-ultramem-416	40,000	40,000	1,200	2,200
m2-hypermem-416	40,000	40,000	1,200	2,200

M3 VMs

Note: These machine types use the NVMe disk interface for persistent disks.

pd-balanced

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m3-megamem-64	40,000	40,000	1,200	1,200
m3-megamem-128	80,000	80,000	1,200	1,200
m3-ultramem-32	40,000	40,000	1,200	1,200
m3-ultramem-64	40,000	40,000	1,200	1,200
m3-ultramem-128	80,000	80,000	1,200	1,200

pd-ssd

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m3-megamem-64	40,000	40,000	1,200	1,200
m3-megamem-128	80,000	80,000	1,200	1,200
m3-ultramem-32	40,000	40,000	1,200	1,200
m3-ultramem-64	40,000	40,000	1,200	1,200
m3-ultramem-128	80,000	80,000	1,200	1,200

pd-extreme

Machine type	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
m3-megamem-64	40,000	40,000	1,200	2,200
m3-megamem-128	80,000	80,000	1,700	2,200
m3-ultramem-32	40,000	40,000	1,200	2,200
m3-ultramem-64	40,000	40,000	1,200	2,200
m3-ultramem-128	80,000	80,000	1,700	2,200

T2D VMs

pd-standard

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
1	15,000	3,000	204	240
2-7	15,000	3,000	240	240
8-15	15,000	5,000	400	800
16 or more	15,000	7,500	400	1,200

pd-balanced

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
1	15,000	15,000	204	240
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	20,000	20,000	1,200	1,200
32-60	50,000	50,000	1,200	1,200

pd-ssd

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
1	15,000	15,000	204	240
2-7	15,000	15,000	240	240
8-15	15,000	15,000	800	800
16-31	25,000	25,000	1,200	1,200
32-60	60,000	60,000	1,200	1,200

T2A VMs

Note: These machine types use the NVMe disk interface for persistent disks.

pd-standard

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
1	15,000	1,000	204	240
2-3	15,000	2,400	240	240
4-7	15,000	3,000	240	240
8-15	15,000	5,000	400	800
16 or more	15,000	7,500	400	1,200

pd-balanced

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
1	20,000	20,000	204	240
2-7	20,000	20,000	240	240
8-15	25,000	25,000	800	800
16-31	25,000	25,000	1,200	1,200
32-47	60,000	60,000	1,200	1,200
48	80,000	80,000	1,800	1,800

pd-ssd

VM vCPU count	Maximum write IOPS	Maximum read IOPS	Maximum write throughput (MB/s)	Maximum read throughput (MB/s)
1	20,000	20,000	204	240
2-7	20,000	20,000	240	240
8-15	25,000	25,000	800	800
16-31	25,000	25,000	1,200	1,200
32-47	60,000	60,000	1,200	1,200
48	80,000	80,000	1,800	1,800

Example

Consider a 1,000 GB zonal SSD persistent disk attached to a VM with an N2 machine type and 4 vCPUs. The read limit based solely on the size of the disk is 36,000 IOPS (6,000 baseline IOPs + (30 IOPS per GB * 1,000 GB). However, the VM has 4 vCPUs so the read limit is restricted to 15,000 IOPS.

Review performance

You can review persistent disk performance metrics in Cloud Monitoring, Google Cloud's integrated monitoring solution.

To learn more, see Reviewing persistent disk performance metrics.

Optimize disk performance

To increase disk performance, start with the following steps:

• Resize your persistent disks to increase the per-disk IOPS and throughput limits. Persistent disks do not have any reserved, unusable capacity, so you can use the full disk without performance degradation. However, certain file system and applications might perform worse as the disk becomes full, so you might need to consider increasing the size of your disk to avoid such situations.

• Change the machine type and number of vCPUs on the instance to increase the per-instance IOPS and throughput limits.

After you ensure that any bottlenecks are not due to the disk size or machine type of the VM, your app and operating system might still need some tuning. See Optimizing persistent disk performance and Optimizing local SSD performance.

Other factors that affect performance

Network egress caps on write throughput

Your virtual machine (VM) instance has a network egress cap that depends on the machine type of the VM.

Compute Engine stores data on persistent disks with multiple parallel writes to ensure built-in redundancy. Also, each write request has some overhead that uses additional write bandwidth.

The maximum write traffic that a VM instance can issue is the network egress cap divided by a bandwidth multiplier that accounts for the replication and overhead.

The network egress caps are listed in the Maximum egress bandwidth (Gbps) column in the machine type tables for general purpose, compute-optimized, memory-optimized, and accelerator-optimized machine families.

The bandwidth multiplier is approximately 1.16x at full network utilization meaning that 16% of bytes written are overhead. For regional disks, the bandwidth multiplier is approximately 2.32x to account for additional replication overhead.

In a situation where persistent disks compete with network egress bandwidth, 60% of the maximum network egress bandwidth, defined by the machine type, is allocated to persistent disk writes. The remaining 40% is available for all other network egress traffic. Refer to egress bandwidth for details about other network egress traffic.

The following example shows how to calculate persistent disk's maximum write bandwidth on an N1 VM instance. The bandwidth allocation is the portion of network egress bandwidth allocated to persistent disk. The maximum write bandwidth is persistent disk's maximum write bandwidth adjusted for overhead.

VM vCPU Count	Network egress cap (MBps)	Bandwidth allocation (MBps)	Maximum write bandwidth (MBps)	Maximum write bandwidth at full network utilization (MBps)
1	250	150	216	129
2-7	1,250	750	1,078	647
8-15	2,000	1,200	1,724	1,034
16+	4,000	2,400	3,448	2,069

You can calculate the maximum persistent disk bandwidth using the following formulas:

N1 VM with 1 vCPU
The network egress cap is
2 Gbps / 8 bits = 0.25 GB per second = 250 MB per second.

Persistent disk's bandwidth allocation at full network utilization is
250 MB per second * 0.6 = 150 MB per second.

Persistent disk's maximum write bandwidth with no network contention is
* Zonal disks: 250 MB per second / 1.16 ~= 216 MB per second
* Regional disks: 250 MB per second / 2.32 ~= 108 MB per second

Persistent disk's maximum write bandwidth at full network utilization is
* Zonal disks: 150 MB per second / 1.16 ~= 129 MB per second
* Regional disks: 150 MB per second / 2.32 ~= 65 MB per second

Note that the network egress limits provide an upper bound on performance. Other factors may limit performance below this level. See the following sections for information on other constraints.

Simultaneous reads and writes

For standard persistent disks, simultaneous reads and writes share the same resources. While your instance is using more read throughput or IOPS, it is able to perform fewer writes. Conversely, instances that use more write throughput or IOPS are able to perform fewer reads.

Persistent disks cannot simultaneously reach their maximum throughput and IOPS limits for both reads and writes.

Note that throughput = IOPS * I/O size. To take advantage of maximum throughput limits for simultaneous reads and writes on SSD persistent disks, use an I/O size such that read and write IOPS combined don't exceed the IOPS limit.

Instance IOPS limits for simultaneous reads and writes

Standard persistent disk		SSD persistent disk (8 vCPUs)		SSD persistent disk (32+ vCPUs)		SSD persistent disk (64+ vCPUs)
Read	Write	Read	Write	Read	Write	Read	Write
7,500	0	15,000	0	60,000	0	100,000	0
5,625	3,750	11,250	3,750	45,000	15,000	75,000	25,000
3,750	7,500	7,500	7,500	30,000	30,000	50,000	50,000
1875	11,250	3,750	11,250	15,000	45,000	25,000	75,000
0	15,000	0	15,000	0	60,000	0	100,000

Instance throughput limits (MB per second) for simultaneous reads and writes

Standard persistent disk		SSD persistent disk (6-14 vCPUs)		SSD persistent disk (16+ vCPUs)
Read	Write	Read	Write	Read	Write
1200	0	800^*	800^*	1,200^*	1,200^*
900	100
600	200
300	300
0	400

^* For SSD persistent disks, the max read throughput and max write throughput are independent of each other, so these limits are constant.

The IOPS numbers in this table are based on an 8 KB I/O size. Other I/O sizes, such as 16 KB, might have different IOPS numbers but maintain the same read/write distribution.

Logical volume size

Persistent disks can be up to 64 TB in size, and you can create single logical volumes of up to 257 TB using logical volume management inside your VM. A larger volume size impacts performance in the following ways:

• Not all local file systems work well at this scale. Common operations, such as mounting and file system checking might take longer than expected.
• Maximum persistent disk performance is achieved at smaller sizes. Disks take longer to fully read or write with this much storage on one VM. If your application supports it, consider using multiple VMs for greater total-system throughput.
• Snapshotting large amounts of persistent disk might take longer than expected to complete and might provide an inconsistent view of your logical volume without careful coordination with your application.

Multiple disks attached to a single VM instance

Multiple disks of the same type

If you have multiple disks of the same type attached to a VM instance in the same mode (for example, read/write), the performance limits are the same as the limits of a single disk that has the combined size of those disks. If you use all the disks at 100%, the aggregate performance limit is split evenly among the disks regardless of relative disk size.

For example, suppose you have a 200 GB standard disk and a 1,000 GB standard disk. If you do not use the 1,000 GB disk, then the 200 GB disk can reach the performance limit of a 1,200 GB standard disk. If you use both disks at 100%, then each has the performance limit of a 600 GB standard persistent disk (1,200 GB / 2 disks = 600 GB disk).

Multiple disks of different types

If you attach different types of disks to a VM, the maximum possible performance is the performance limit of the fastest disk that the VM supports. The cumulative performance of the attached disks will not exceed the performance limits of the fastest disk the VM supports.

Low I/O queue depth

Persistent disks have higher latency than locally attached disks such as local SSDs because they are network-attached devices. They can provide very high IOPS and throughput, but you must make sure that sufficient I/O requests are done in parallel. The number of I/O requests done in parallel is referred to as the I/O queue depth. To ensure that you are issuing enough I/O requests in parallel, follow the recommendations to use a high I/O queue depth.

What's next

• Benchmark your persistent disks and local SSDs.
• Optimize your persistent disk and local SSD performance.
• Learn about persistent disk and local SSD pricing.
• Learn how to review your project log entries using the Logs Explorer.