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Flexible node type compatibility reference

This reference lists the instance type compatibility groups for flexible node types. When you configure a compute resource with flexible node types, Databricks can automatically fall back to compatible instance types if your preferred type is unavailable.

Compatible instance types within a group share the same vCPU count, memory (within 100-110%), local disk configuration, CPU architecture, and OS image support. For more information about flexible node types, see Improve compute launch reliability using flexible node types.

GCP instance type compatibility groups​

a2-highgpu family​

Primary instance type

Compatible instance types

a2-highgpu-1g

None

a2-highgpu-2g

None

a2-highgpu-4g

None

a2-highgpu-8g

None

a2-megagpu family​

Primary instance type

Compatible instance types

a2-megagpu-16g

None

a2-ultragpu family​

Primary instance type

Compatible instance types

a2-ultragpu-1g

None

a2-ultragpu-2g

None

a2-ultragpu-4g

None

a2-ultragpu-8g

None

a3-highgpu family​

Primary instance type

Compatible instance types

a3-highgpu-1g

None

a3-highgpu-2g

None

a3-highgpu-4g

None

a3-highgpu-8g

None

c2-standard family​

Primary instance type

Compatible instance types

c2-standard-16

n2-standard-16, n2d-standard-16

c2-standard-30

None

c2-standard-4

None

c2-standard-60

None

c2-standard-8

n2-standard-8, n2d-standard-8

c3-highmem family​

Primary instance type

Compatible instance types

c3-highmem-22

None

c3-highmem-4

c3d-highmem-4, n4-highmem-4, n4d-highmem-4

c3-highmem-44

None

c3-highmem-8

c3d-highmem-8, n4-highmem-8, n4d-highmem-8

c3-highmem-88

None

c3-standard family​

Primary instance type

Compatible instance types

c3-standard-22

None

c3-standard-4

c3d-standard-4, n4-standard-4, n4d-standard-4

c3-standard-44

None

c3-standard-8

c3d-standard-8, n4-standard-8, n4d-standard-8

c3-standard-88

None

c3-standard-22 family​

Primary instance type

Compatible instance types

c3-standard-22-lssd

None

c3-standard-4 family​

Primary instance type

Compatible instance types

c3-standard-4-lssd

None

c3-standard-44 family​

Primary instance type

Compatible instance types

c3-standard-44-lssd

None

c3-standard-8 family​

Primary instance type

Compatible instance types

c3-standard-8-lssd

None

c3-standard-88 family​

Primary instance type

Compatible instance types

c3-standard-88-lssd

None

c3d-highmem family​

Primary instance type

Compatible instance types

c3d-highmem-16

n4-highmem-16, n4d-highmem-16

c3d-highmem-180

None

c3d-highmem-30

None

c3d-highmem-360

None

c3d-highmem-4

c3-highmem-4, n4-highmem-4, n4d-highmem-4

c3d-highmem-60

None

c3d-highmem-8

c3-highmem-8, n4-highmem-8, n4d-highmem-8

c3d-highmem-90

None

c3d-highmem-16 family​

Primary instance type

Compatible instance types

c3d-highmem-16-lssd

None

c3d-highmem-180 family​

Primary instance type

Compatible instance types

c3d-highmem-180-lssd

None

c3d-highmem-30 family​

Primary instance type

Compatible instance types

c3d-highmem-30-lssd

None

c3d-highmem-360 family​

Primary instance type

Compatible instance types

c3d-highmem-360-lssd

None

c3d-highmem-60 family​

Primary instance type

Compatible instance types

c3d-highmem-60-lssd

None

c3d-highmem-8 family​

Primary instance type

Compatible instance types

c3d-highmem-8-lssd

None

c3d-highmem-90 family​

Primary instance type

Compatible instance types

c3d-highmem-90-lssd

None

c3d-standard family​

Primary instance type

Compatible instance types

c3d-standard-16

n4-standard-16, n4d-standard-16

c3d-standard-180

None

c3d-standard-30

None

c3d-standard-360

None

c3d-standard-4

c3-standard-4, n4-standard-4, n4d-standard-4

c3d-standard-60

None

c3d-standard-8

c3-standard-8, n4-standard-8, n4d-standard-8

c3d-standard-90

None

c3d-standard-16 family​

Primary instance type

Compatible instance types

c3d-standard-16-lssd

None

c3d-standard-180 family​

Primary instance type

Compatible instance types

c3d-standard-180-lssd

None

c3d-standard-30 family​

Primary instance type

Compatible instance types

c3d-standard-30-lssd

None

c3d-standard-360 family​

Primary instance type

Compatible instance types

c3d-standard-360-lssd

None

c3d-standard-60 family​

Primary instance type

Compatible instance types

c3d-standard-60-lssd

None

c3d-standard-8 family​

Primary instance type

Compatible instance types

c3d-standard-8-lssd

None

c3d-standard-90 family​

Primary instance type

Compatible instance types

c3d-standard-90-lssd

None

c4-highmem family​

Primary instance type

Compatible instance types

c4-highmem-16

n4-highmem-16, c3d-highmem-16, c4d-highmem-16, n4d-highmem-16

c4-highmem-192

None

c4-highmem-32

n4-highmem-32, c4d-highmem-32, n4d-highmem-32

c4-highmem-4

n4-highmem-4, c3-highmem-4, c3d-highmem-4, c4d-highmem-4, n4d-highmem-4

c4-highmem-48

n4-highmem-48, n4d-highmem-48

c4-highmem-8

n4-highmem-8, c3-highmem-8, c3d-highmem-8, c4d-highmem-8, n4d-highmem-8

c4-highmem-96

n4d-highmem-96

c4-highmem-16 family​

Primary instance type

Compatible instance types

c4-highmem-16-lssd

None

c4-highmem-192 family​

Primary instance type

Compatible instance types

c4-highmem-192-lssd

None

c4-highmem-32 family​

Primary instance type

Compatible instance types

c4-highmem-32-lssd

None

c4-highmem-4 family​

Primary instance type

Compatible instance types

c4-highmem-4-lssd

None

c4-highmem-48 family​

Primary instance type

Compatible instance types

c4-highmem-48-lssd

None

c4-highmem-8 family​

Primary instance type

Compatible instance types

c4-highmem-8-lssd

c4d-highmem-8-lssd, c3d-highmem-8-lssd

c4-highmem-96 family​

Primary instance type

Compatible instance types

c4-highmem-96-lssd

None

c4-standard family​

Primary instance type

Compatible instance types

c4-standard-16

c3d-standard-16, n4-standard-16, c4d-standard-16, n4d-standard-16

c4-standard-192

None

c4-standard-32

n4-standard-32, c4d-standard-32, n4d-standard-32

c4-standard-4

c3-standard-4, c3d-standard-4, n4-standard-4, c4d-standard-4, n4d-standard-4

c4-standard-48

n4-standard-48, n4d-standard-48

c4-standard-8

c3-standard-8, c3d-standard-8, n4-standard-8, c4d-standard-8, n4d-standard-8

c4-standard-96

n4d-standard-96

c4-standard-16 family​

Primary instance type

Compatible instance types

c4-standard-16-lssd

None

c4-standard-192 family​

Primary instance type

Compatible instance types

c4-standard-192-lssd

None

c4-standard-32 family​

Primary instance type

Compatible instance types

c4-standard-32-lssd

None

c4-standard-4 family​

Primary instance type

Compatible instance types

c4-standard-4-lssd

c3-standard-4-lssd

c4-standard-48 family​

Primary instance type

Compatible instance types

c4-standard-48-lssd

None

c4-standard-8 family​

Primary instance type

Compatible instance types

c4-standard-8-lssd

c4d-standard-8-lssd, c3d-standard-8-lssd

c4-standard-96 family​

Primary instance type

Compatible instance types

c4-standard-96-lssd

None

c4a-highcpu family​

Primary instance type

Compatible instance types

c4a-highcpu-16

None

c4a-highcpu-32

None

c4a-highcpu-48

None

c4a-highcpu-64

None

c4a-highcpu-72

None

c4a-highcpu-8

None

c4a-highmem family​

Primary instance type

Compatible instance types

c4a-highmem-16

n4a-highmem-16

c4a-highmem-32

n4a-highmem-32

c4a-highmem-4

n4a-highmem-4

c4a-highmem-48

n4a-highmem-48

c4a-highmem-64

n4a-highmem-64

c4a-highmem-72

None

c4a-highmem-8

n4a-highmem-8

c4a-highmem-16 family​

Primary instance type

Compatible instance types

c4a-highmem-16-lssd

None

c4a-highmem-32 family​

Primary instance type

Compatible instance types

c4a-highmem-32-lssd

None

c4a-highmem-4 family​

Primary instance type

Compatible instance types

c4a-highmem-4-lssd

None

c4a-highmem-48 family​

Primary instance type

Compatible instance types

c4a-highmem-48-lssd

None

c4a-highmem-64 family​

Primary instance type

Compatible instance types

c4a-highmem-64-lssd

None

c4a-highmem-72 family​

Primary instance type

Compatible instance types

c4a-highmem-72-lssd

None

c4a-highmem-8 family​

Primary instance type

Compatible instance types

c4a-highmem-8-lssd

None

c4a-standard family​

Primary instance type

Compatible instance types

c4a-standard-16

n4a-standard-16

c4a-standard-32

n4a-standard-32

c4a-standard-4

n4a-standard-4

c4a-standard-48

n4a-standard-48

c4a-standard-64

n4a-standard-64

c4a-standard-72

None

c4a-standard-8

n4a-standard-8

c4a-standard-16 family​

Primary instance type

Compatible instance types

c4a-standard-16-lssd

None

c4a-standard-32 family​

Primary instance type

Compatible instance types

c4a-standard-32-lssd

None

c4a-standard-4 family​

Primary instance type

Compatible instance types

c4a-standard-4-lssd

None

c4a-standard-48 family​

Primary instance type

Compatible instance types

c4a-standard-48-lssd

None

c4a-standard-64 family​

Primary instance type

Compatible instance types

c4a-standard-64-lssd

None

c4a-standard-72 family​

Primary instance type

Compatible instance types

c4a-standard-72-lssd

None

c4a-standard-8 family​

Primary instance type

Compatible instance types

c4a-standard-8-lssd

None

c4d-highmem family​

Primary instance type

Compatible instance types

c4d-highmem-16

n4d-highmem-16, n4-highmem-16, c3d-highmem-16

c4d-highmem-32

n4d-highmem-32, n4-highmem-32

c4d-highmem-4

n4d-highmem-4, c4-highmem-4, n4-highmem-4, c3-highmem-4, c3d-highmem-4

c4d-highmem-8

n4d-highmem-8, n4-highmem-8, c3-highmem-8, c3d-highmem-8

c4d-highmem-16 family​

Primary instance type

Compatible instance types

c4d-highmem-16-lssd

c3d-highmem-16-lssd

c4d-highmem-192 family​

Primary instance type

Compatible instance types

c4d-highmem-192-lssd

None

c4d-highmem-32 family​

Primary instance type

Compatible instance types

c4d-highmem-32-lssd

None

c4d-highmem-48 family​

Primary instance type

Compatible instance types

c4d-highmem-48-lssd

None

c4d-highmem-64 family​

Primary instance type

Compatible instance types

c4d-highmem-64-lssd

None

c4d-highmem-8 family​

Primary instance type

Compatible instance types

c4d-highmem-8-lssd

c3d-highmem-8-lssd

c4d-highmem-96 family​

Primary instance type

Compatible instance types

c4d-highmem-96-lssd

None

c4d-standard family​

Primary instance type

Compatible instance types

c4d-standard-16

c3d-standard-16, n4-standard-16, n4d-standard-16

c4d-standard-32

n4-standard-32, n4d-standard-32

c4d-standard-4

c4-standard-4, c3-standard-4, c3d-standard-4, n4-standard-4, n4d-standard-4

c4d-standard-8

c3-standard-8, c3d-standard-8, n4-standard-8, n4d-standard-8

c4d-standard-16 family​

Primary instance type

Compatible instance types

c4d-standard-16-lssd

c3d-standard-16-lssd

c4d-standard-192 family​

Primary instance type

Compatible instance types

c4d-standard-192-lssd

None

c4d-standard-32 family​

Primary instance type

Compatible instance types

c4d-standard-32-lssd

None

c4d-standard-48 family​

Primary instance type

Compatible instance types

c4d-standard-48-lssd

None

c4d-standard-64 family​

Primary instance type

Compatible instance types

c4d-standard-64-lssd

None

c4d-standard-8 family​

Primary instance type

Compatible instance types

c4d-standard-8-lssd

c3d-standard-8-lssd

c4d-standard-96 family​

Primary instance type

Compatible instance types

c4d-standard-96-lssd

None

e2-highcpu family​

Primary instance type

Compatible instance types

e2-highcpu-16

n2-highcpu-16, n2d-highcpu-16

e2-highcpu-32

n2-highcpu-32, n2d-highcpu-32

e2-highmem family​

Primary instance type

Compatible instance types

e2-highmem-16

None

e2-highmem-2

None

e2-highmem-4

None

e2-highmem-8

None

e2-standard family​

Primary instance type

Compatible instance types

e2-standard-16

t2d-standard-16

e2-standard-32

t2d-standard-32

e2-standard-4

t2d-standard-4

e2-standard-8

t2d-standard-8

g2-standard family​

Primary instance type

Compatible instance types

g2-standard-12

None

g2-standard-16

None

g2-standard-24

None

g2-standard-32

None

g2-standard-4

None

g2-standard-48

None

g2-standard-8

None

g2-standard-96

None

g4-standard family​

Primary instance type

Compatible instance types

g4-standard-48

None

g4-standard-96

None

n1-highcpu family​

Primary instance type

Compatible instance types

n1-highcpu-16

None

n1-highcpu-32

None

n1-highcpu-64

None

n1-highcpu-96

None

n1-highmem family​

Primary instance type

Compatible instance types

n1-highmem-16

None

n1-highmem-32

None

n1-highmem-4

None

n1-highmem-64

None

n1-highmem-8

None

n1-highmem-96

None

n1-standard family​

Primary instance type

Compatible instance types

n1-standard-16

None

n1-standard-32

None

n1-standard-4

n2-standard-4, n2d-standard-4

n1-standard-64

n2-standard-64, n2d-standard-64

n1-standard-8

c2-standard-8, n2-standard-8, n2d-standard-8

n1-standard-96

n2d-standard-96

n2-highcpu family​

Primary instance type

Compatible instance types

n2-highcpu-16

e2-highcpu-16, n2d-highcpu-16

n2-highcpu-32

e2-highcpu-32, n2d-highcpu-32

n2-highcpu-48

n2d-highcpu-48

n2-highcpu-64

n2d-highcpu-64

n2-highcpu-80

n2d-highcpu-80

n2-highmem family​

Primary instance type

Compatible instance types

n2-highmem-16

n2d-highmem-16

n2-highmem-2

n2d-highmem-2

n2-highmem-32

n2d-highmem-32

n2-highmem-4

n2d-highmem-4

n2-highmem-48

n2d-highmem-48

n2-highmem-64

n2d-highmem-64

n2-highmem-8

n2d-highmem-8

n2-highmem-80

n2d-highmem-80

n2-standard family​

Primary instance type

Compatible instance types

n2-standard-16

c2-standard-16, n2d-standard-16

n2-standard-32

n2d-standard-32

n2-standard-4

n2d-standard-4

n2-standard-48

n2d-standard-48

n2-standard-64

n2d-standard-64

n2-standard-8

c2-standard-8, n2d-standard-8

n2-standard-80

n2d-standard-80

n2d-highcpu family​

Primary instance type

Compatible instance types

n2d-highcpu-128

None

n2d-highcpu-16

e2-highcpu-16, n2-highcpu-16

n2d-highcpu-224

None

n2d-highcpu-32

e2-highcpu-32, n2-highcpu-32

n2d-highcpu-48

n2-highcpu-48

n2d-highcpu-64

n2-highcpu-64

n2d-highcpu-80

n2-highcpu-80

n2d-highcpu-96

None

n2d-highmem family​

Primary instance type

Compatible instance types

n2d-highmem-16

n2-highmem-16

n2d-highmem-2

n2-highmem-2

n2d-highmem-32

n2-highmem-32

n2d-highmem-4

n2-highmem-4

n2d-highmem-48

n2-highmem-48

n2d-highmem-64

n2-highmem-64

n2d-highmem-8

n2-highmem-8

n2d-highmem-80

n2-highmem-80

n2d-highmem-96

None

n2d-standard family​

Primary instance type

Compatible instance types

n2d-standard-128

None

n2d-standard-16

c2-standard-16, n2-standard-16

n2d-standard-224

None

n2d-standard-32

n2-standard-32

n2d-standard-4

n2-standard-4

n2d-standard-48

n2-standard-48

n2d-standard-64

n2-standard-64

n2d-standard-8

c2-standard-8, n2-standard-8

n2d-standard-80

n2-standard-80

n2d-standard-96

None

n4-highcpu family​

Primary instance type

Compatible instance types

n4-highcpu-16

n4d-highcpu-16

n4-highcpu-32

n4d-highcpu-32

n4-highcpu-48

n4d-highcpu-48

n4-highcpu-64

n4d-highcpu-64

n4-highcpu-80

n4d-highcpu-80

n4-highmem family​

Primary instance type

Compatible instance types

n4-highmem-16

c3d-highmem-16, n4d-highmem-16

n4-highmem-32

n4d-highmem-32

n4-highmem-4

c3-highmem-4, c3d-highmem-4, n4d-highmem-4

n4-highmem-48

n4d-highmem-48

n4-highmem-64

n4d-highmem-64

n4-highmem-8

c3-highmem-8, c3d-highmem-8, n4d-highmem-8

n4-highmem-80

n4d-highmem-80

n4-standard family​

Primary instance type

Compatible instance types

n4-standard-16

c3d-standard-16, n4d-standard-16

n4-standard-32

n4d-standard-32

n4-standard-4

c3-standard-4, c3d-standard-4, n4d-standard-4

n4-standard-48

n4d-standard-48

n4-standard-64

n4d-standard-64

n4-standard-8

c3-standard-8, c3d-standard-8, n4d-standard-8

n4-standard-80

n4d-standard-80

n4a-highmem family​

Primary instance type

Compatible instance types

n4a-highmem-16

c4a-highmem-16

n4a-highmem-32

c4a-highmem-32

n4a-highmem-4

c4a-highmem-4

n4a-highmem-48

c4a-highmem-48

n4a-highmem-64

c4a-highmem-64

n4a-highmem-8

c4a-highmem-8

n4a-standard family​

Primary instance type

Compatible instance types

n4a-standard-16

c4a-standard-16

n4a-standard-32

c4a-standard-32

n4a-standard-4

c4a-standard-4

n4a-standard-48

c4a-standard-48

n4a-standard-64

c4a-standard-64

n4a-standard-8

c4a-standard-8

n4d-highcpu family​

Primary instance type

Compatible instance types

n4d-highcpu-16

n4-highcpu-16

n4d-highcpu-32

n4-highcpu-32

n4d-highcpu-48

n4-highcpu-48

n4d-highcpu-64

n4-highcpu-64

n4d-highcpu-8

None

n4d-highcpu-80

n4-highcpu-80

n4d-highcpu-96

None

n4d-highmem family​

Primary instance type

Compatible instance types

n4d-highmem-16

n4-highmem-16, c3d-highmem-16

n4d-highmem-32

n4-highmem-32

n4d-highmem-4

n4-highmem-4, c3-highmem-4, c3d-highmem-4

n4d-highmem-48

n4-highmem-48

n4d-highmem-64

n4-highmem-64

n4d-highmem-8

n4-highmem-8, c3-highmem-8, c3d-highmem-8

n4d-highmem-80

n4-highmem-80

n4d-highmem-96

None

n4d-standard family​

Primary instance type

Compatible instance types

n4d-standard-16

n4-standard-16, c3d-standard-16

n4d-standard-32

n4-standard-32

n4d-standard-4

n4-standard-4, c3-standard-4, c3d-standard-4

n4d-standard-48

n4-standard-48

n4d-standard-64

n4-standard-64

n4d-standard-8

n4-standard-8, c3-standard-8, c3d-standard-8

n4d-standard-80

n4-standard-80

n4d-standard-96

None

t2d-standard family​

Primary instance type

Compatible instance types

t2d-standard-16

e2-standard-16

t2d-standard-32

e2-standard-32

t2d-standard-4

e2-standard-4

t2d-standard-48

None

t2d-standard-60

None

t2d-standard-8

e2-standard-8