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|**Use case**| Event-driven functions responding to events or HTTP requests | Stateless HTTP containers handling web services or APIs | Processing tasks that run to completion |
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|**Scaling**| Automatically scales based on incoming events | Automatically scales based on incoming events | Manually specified number of job executions |
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|**Maximum execution time**| Up to one hour per request | Up to one hour per request | 24 hours |
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|**Concurrency**| Single request per instance | Configurable concurrency per instance | Not applicable |
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|**Pricing model**| Pay based on execution time and invocations | Pay based on vCPU and memory usage | Pay based on vCPU and memory usage |
|**Cold-starts**| There may be startup latency on new instances | There may be startup latency on new instances | Not applicable (jobs starts when scheduled or invoked) |
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|**Supports custom containers**| No, deploy code in supported languages only | Yes, deploy any containerized application | Yes, deploy any containerized application |
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|**Long-running processes**| Not suitable for long running tasks | Not suitable for long running tasks | Ideal for long running processes |
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|**Networking**| Supports VPC integration | Supports VPC integration | No VPC support at the moment |
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|**Secret manager integration**| Only via local secrets | Only via local secrets | Yes |
|**Use case**| Event-driven functions responding to events or HTTP requests | Stateless HTTP containers handling web services or APIs | Processing tasks that run to completion |
18
+
|**Scaling**| Automatically scales based on incoming events | Automatically scales based on incoming events | Manually specified number of job executions |
19
+
|**Maximum execution time**| Up to one hour per request | Up to one hour per request | 24 hours |
20
+
|**Concurrency**| Single request per instance | Configurable concurrency per instance | Not applicable |
21
+
|**Pricing model**| Pay based on execution time and invocations | Pay based on vCPU and memory usage | Pay based on vCPU and memory usage |
|**Cold-starts**| There may be startup latency on new instances | There may be startup latency on new instances | Not applicable (jobs starts when scheduled or invoked) |
26
+
|**Supports custom containers**| No, deploy code in supported languages only | Yes, deploy any containerized application | Yes, deploy any containerized application |
27
+
|**Long background tasks**| Not suitable for long running tasks | Not suitable for long running tasks | Ideal for long running processes |
28
+
|**Networking**| Supports VPC integration | Supports VPC integration | No VPC support at the moment |
29
+
|**Secret manager integration**| Only via local secrets | Only via local secrets | Yes |
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