# Modal vs Val Town

| Attribute | Modal | Val Town |
|---|---|---|
| **Vioscale score** | 55.2 (74% (medium)) | 51.2 (71% (medium)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | 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. | Val Town is a cloud runtime that enables teams to quickly build and deploy code-based internal tools, integrations, and automations. It supports scheduled task execution, webhook handling, email delivery, and provides a TypeScript development environment with AI coding assistance. |
| features.capabilities | `{"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}` | `{"hosting":"cloud","triggers":"cron, webhooks, email","languages":"TypeScript","http_trigger":true,"scheduled_cron":true}` |
| integrations.count | 2 | 2 |
| integrations.list | `[{"name":"AWS Marketplace"},{"name":"GCP Marketplace"}]` | `[{"name":"Slack"},{"name":"HubSpot"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":true,"name":"Starter","summary":"$0 base + usage, $30/month compute credit","features":["Up to 3 workspace seats","100 containers","10 GPU concurrency","200 deployed apps","Limited Scheduled and Web Functions","Real-time metrics and logs","Region selection","1-day log retention","5 deployed cron jobs","3 version deployment rollbacks"],"minSeats":1,"commitment":"monthly","components":[{"kind":"fixed","note":"free monthly compute credit","amount":30,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"containers":"100","deployed_apps":"200","gpu_concurrency":"10","log_retention_days":"1"}},{"free":false,"name":"Team","summary":"$250/month base + usage + $100/month compute credit","features":["Unlimited workspace seats","5000 containers","50 GPU concurrency","1000 deployed apps","Unlimited Scheduled Functions","Custom domains","Static IP proxy","Deployment rollbacks with custom versions","Environment-level budgets","30-day log retention","Unlimited cron jobs"],"commitment":"monthly","components":[{"kind":"fixed","amount":250,"period":"month","currency":"USD"},{"kind":"fixed","note":"free monthly compute credit","amount":100,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"containers":"5000","deployed_apps":"1000","gpu_concurrency":"50","log_retention_days":"30"}},{"free":false,"name":"Enterprise","summary":"Custom pricing with volume discounts and compliance features","features":["Unlimited seats","Volume-based pricing discounts","Custom GPU concurrency limits","Embedded ML engineering services","Environment-level budgets","Private Slack support","Audit logs","Okta SSO","HIPAA Business Associate Agreement","Custom log retention"],"commitment":"annual","description":"For organizations prioritizing security, support, and compliance","contactSales":true,"includedLimits":{"gpu_concurrency":"custom","log_retention_days":"custom"}}],"summary":"Pay-as-you-go based on GPU/CPU seconds and memory used. Starter free tier with $30/month credit; Team at $250/month base; Enterprise custom pricing with compliance options.","currency":"USD","freeTier":true,"sourceUrl":"https://modal.com/pricing","retrievedAt":"2026-08-14T09:18:19.521Z","startingPrice":{"amount":100,"period":"month","currency":"USD"},"billingPeriods":["month"]}` | `{"type":"hybrid","plans":[{"free":true,"name":"Free","summary":"Free","features":["MCP integration","15 min cron intervals","1 min wall clock time/run","Unlimited public vals","3 days log retention","100,000 runs/day"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"contactSales":false,"includedLimits":{"public_vals":"unlimited","runs_per_day":"100,000","log_retention":"3 days","cron_intervals":"15 min","wall_clock_time":"1 min/run"}},{"free":false,"name":"Pro","summary":"$21/mo","features":["$10 Townie (AI) credit/mo","10 custom domains","1 minute cron intervals","10 min wall clock time/run","2,000 private vals","10 days log retention","1,000,000 runs/day"],"components":[{"kind":"fixed","amount":21,"period":"month","currency":"USD"}],"description":"For professionals and solopreneurs","contactSales":false,"includedLimits":{"private_vals":"2,000","runs_per_day":"1,000,000","log_retention":"10 days","cron_intervals":"1 min","custom_domains":"10","wall_clock_time":"10 min/run"}},{"free":false,"name":"Business","summary":"From $167/mo","features":["Everything in Pro","$100 Townie (AI) credit/mo","Unlimited custom domains","5,000,000 runs/day","Team accounts","Slack Connect"],"components":[{"kind":"fixed","amount":167,"period":"month","currency":"USD"}],"description":"For collaboration and production use","contactSales":false,"includedLimits":{"runs_per_day":"5,000,000","custom_domains":"unlimited"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["Everything in Business","Flexible Townie (AI) credit","No limits","Log export","SOC 2","Custom Support"],"description":"For advanced needs and scale","contactSales":true}],"summary":"Free tier available. Pro from $21/mo, Business from $167/mo. Yearly billing with 2 months free discount.","currency":"USD","freeTier":true,"sourceUrl":"https://www.val.town","retrievedAt":"2026-08-03T22:46:40.302Z","startingPrice":{"amount":21,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | freemium |
| pricing.price_level | high | mid |
| pricing.transparent | yes | yes |
| reliability.status_page | yes | yes |
| security.disclosure_policy | - | yes |
| security.hipaa | yes | - |
| security.soc2 | yes | yes |

## Capabilities (Serverless & Edge Platforms)

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

*Source: Vioscale. Generated 2026-09-01T14:44:43.885Z. "-" = undocumented, not absent.*