# Google Cloud Functions vs Modal

**Leader by vioscaleAI score:** Modal

| Attribute | Google Cloud Functions | Modal |
|---|---|---|
| **vioscaleAI score** | 47.8 (49% (low)) | 56.4 (72% (medium)) |
| content.faq | `[{"answer":"A platform for running small code snippets that respond to events, automatically scaling from zero to handle demand without requiring manual infrastructure provisioning or management. Charges only for actual execution time. It is indexed under Serverless & Edge Platforms.","source":"https://cloud.google.com/functions","question":"What is Google Cloud Functions?","confidence":0.6},{"answer":"Google Cloud Functions offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://cloud.google.com/dotnet/docs/reference/Google.Cloud.Channel.V1/2.9.0/Google.Cloud.Channel.V1.RepricingAdjustment.AdjustmentOneofCase","question":"Is Google Cloud Functions free?","confidence":0.6},{"answer":"Google Cloud Functions supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://cloud.google.com/dotnet/docs/reference/Google.Cloud.Channel.V1/2.9.0/Google.Cloud.Channel.V1.RepricingAdjustment.AdjustmentOneofCase","question":"What platforms does Google Cloud Functions support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Google Cloud Functions, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://cloud.google.com/functions","question":"Can Google Cloud Functions be self-hosted?","confidence":0.6},{"answer":"We have confirmed 5 integrations for Google Cloud Functions, including Google Cloud products, third-party services, Firebase, Stripe and Twilio. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://cloud.google.com/functions","question":"What does Google Cloud Functions integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for Google Cloud Functions. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Google Cloud Functions not holding them. Always confirm compliance directly before you rely on it.","source":"https://cloud.google.com/java/docs/reference/google-cloud-os-config/2.39.0/com.google.cloud.osconfig.v1alpha.ListInstanceOSPoliciesCompliancesRequest.Builder","question":"What security certifications does Google Cloud Functions have?","confidence":0.7},{"answer":"Google Cloud Functions is available worldwide. Its primary market is the United States.","source":"https://cloud.google.com/dotnet/docs/reference/Google.Cloud.Channel.V1/2.9.0/Google.Cloud.Channel.V1.RepricingAdjustment.AdjustmentOneofCase","question":"Where is Google Cloud Functions available?","confidence":0.5}]` | `[{"answer":"A serverless cloud platform designed for running AI inference, training, batch processing, and interactive development. It automatically scales compute resources on demand, offers integrated logging and metrics, and provides a Python-native SDK for defining infrastructure as code. It is indexed under Serverless & Edge Platforms.","source":"https://modal.com/pricing","question":"What is Modal?","confidence":0.6},{"answer":"Modal offers a free tier, so you can start without paying. Paid plans start at $0 per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://modal.com/pricing","question":"Is Modal free?","confidence":0.6},{"answer":"Modal supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://modal.com/pricing","question":"What platforms does Modal support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Modal, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://modal.com/pricing","question":"Can Modal be self-hosted?","confidence":0.6},{"answer":"We have confirmed 4 integrations for Modal, including AWS Marketplace, GCP Marketplace, Datadog and Sentry.io. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://modal.com/pricing","question":"What does Modal integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and HIPAA for Modal. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Modal not holding them. Always confirm compliance directly before you rely on it.","source":"https://modal.com/docs/guide/security","question":"What security certifications does Modal have?","confidence":0.7},{"answer":"Modal is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://modal.com/pricing","question":"Where is Modal available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | A fully managed serverless platform that executes your code in response to HTTP requests or cloud events, with automatic scaling and pricing based on actual execution duration. | A cloud platform that automatically scales applications based on demand and charges only for actual compute consumed, measured per CPU cycle. Provides direct GPU access for AI inference and training, with support for Python, JavaScript/TypeScript, and Go. |
| features.capabilities | `{"hosting":"both","triggers":"Event-driven (Google Cloud products and third-party services)","cli_and_iac":true,"http_trigger":true,"scale_to_zero":true,"custom_runtime":true}` | `{"hosting":"cloud","triggers":"HTTP, cron/scheduled, events","languages":"Python","cold_start":"low","cli_and_iac":true,"http_trigger":true,"durable_state":true,"scale_to_zero":true,"custom_runtime":true,"scheduled_cron":true,"edge_distributed":true,"runtime_substrate":"container","observability_builtin":true}` |
| integrations.count | 3 | 2 |
| integrations.list | `[{"name":"Google Cloud products"},{"name":"third-party services"},{"name":"Firebase","native":true,"direction":"inbound"},{"name":"Google Cloud","native":true,"direction":"bidirectional"},{"name":"Stripe","native":false,"category":"payments","direction":"inbound"},{"name":"Twilio","native":false,"category":"communications","direction":"inbound"}]` | `[{"name":"AWS Marketplace"},{"name":"GCP Marketplace"},{"name":"Datadog","native":true,"category":"observability","direction":"outbound"},{"name":"Sentry.io","native":true,"category":"observability","direction":"outbound"}]` |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":true,"name":"Pay-as-you-go","features":["Pay only for execution time","No charges when idle","Automatic scaling"],"description":"All customers get two million requests and more free per month. New customers also get $300 in free credits. Billed for function execution time, metered to the nearest 100 milliseconds.","contactSales":false,"includedLimits":{"requests":"2M+/mo","execution_billing":"per 100ms"}}],"summary":"Usage-based pricing. Free tier: 2M+ requests/month. $300 free credits for new customers.","currency":"USD","freeTier":true,"sourceUrl":"https://cloud.google.com/dotnet/docs/reference/Google.Cloud.Channel.V1/2.9.0/Google.Cloud.Channel.V1.RepricingAdjustment.AdjustmentOneofCase","retrievedAt":"2026-08-13T09:42:04.842Z","billingPeriods":["month"]}` | `{"type":"usage","plans":[{"free":true,"name":"Starter","summary":"$0/month base + compute usage ($30/month free credits)","features":["3 workspace seats","100 containers","10 GPU concurrency","Limited scheduled and web functions","Real-time metrics and logs","Region selection"],"minSeats":3,"commitment":"monthly","components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"For small teams and independent developers","contactSales":false,"includedLimits":{"compute":"$30/month","containers":"100","gpu_concurrency":"10"}},{"free":false,"name":"Team","summary":"$250/month base + compute usage ($100/month free credits)","features":["Unlimited workspace seats","5000 containers","50 GPU concurrency","Unlimited scheduled functions","Custom domains","Static IP proxy","Deployment rollbacks","Environment-level budgets"],"commitment":"monthly","components":[{"kind":"fixed","amount":250,"period":"month","currency":"USD"}],"description":"For startups and larger organizations","contactSales":false,"includedLimits":{"compute":"$100/month","containers":"5000","gpu_concurrency":"50"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["Volume-based discounts","Embedded ML engineering services","Private Slack support","Audit logs","SAML SSO","HIPAA compliance"],"description":"For organizations requiring security and compliance","contactSales":true}],"addOns":[{"name":"Non-preemptible execution","components":[{"of":"base compute pricing","kind":"percentage","rate":3}]}],"summary":"Free tier with $30/month compute. Pay-per-second metering: CPUs from $0.0000131/core/sec, GPUs from $0.000164/sec (T4) to $0.001972/sec (B300), memory at $0.00000222/GiB/sec.","currency":"USD","freeTier":true,"sourceUrl":"https://modal.com/pricing","retrievedAt":"2026-09-18T15:59:18.208Z","startingPrice":{"amount":250,"period":"month","currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | low | high |
| pricing.starting_price | - | `{"amount":250,"currency":"USD"}` |
| pricing.transparent | no | yes |
| reliability.status_page | yes | yes |
| security.certifications | - | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"}]` |
| security.disclosure_policy | - | yes |
| security.gdpr | yes | - |
| security.hipaa | - | yes |
| security.soc2 | - | yes |
| security.trust_center | - | https://modal.com/docs/guide/security |

## Capabilities (Serverless & Edge Platforms)

| Capability | Google Cloud Functions | Modal |
|---|:--:|:--:|
| **Core** |  |  |
| Execution substrate | - | Container |
| Language / runtime breadth | - | Python |
| **Reach** |  |  |
| Runs at global edge PoPs | - | ✓ |
| **Scale** |  |  |
| Scale to zero | ✓ | ✓ |
| **Performance** |  |  |
| Cold-start profile | - | Low |
| **Limits** |  |  |
| Max execution duration | - | - |
| **Integration** |  |  |
| Event source breadth | Event-driven (Google Cloud products and third-party services) | HTTP, cron/scheduled, events |
| HTTP endpoint trigger | ✓ | ✓ |
| Cron / scheduled invocations | - | ✓ |
| **State** |  |  |
| Durable state / workflow primitive | - | ✓ |
| **Flexibility** |  |  |
| Bring-your-own runtime / container | ✓ | ✓ |
| **Deployment** |  |  |
| Hosting | Cloud + self-hosted | Cloud only |
| **Ops** |  |  |
| Built-in logs / metrics / tracing | - | ✓ |
| **Extensibility** |  |  |
| CLI + IaC / framework support | ✓ | ✓ |

*Source: vioscaleAI. Generated 2026-10-17T05:42:29.212Z. "-" = undocumented, not absent.*