# Stigg vs Togai

| Attribute | Stigg | Togai |
|---|---|---|
| **vioscaleAI score** | 49.7 (63% (medium)) | 50.6 (38% (low)) |
| content.faq | `[{"answer":"A billing and entitlement platform that provides real-time usage metering, credit management, and enforcement logic for AI products and APIs, integrating with existing billing systems. It is indexed under Billing & Invoicing Software.","source":"https://www.stigg.io/blog-posts/ai-pricing","question":"What is Stigg?","confidence":0.6},{"answer":"Stigg does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://www.stigg.io/blog-posts/ai-pricing","question":"How much does Stigg cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Stigg. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.stigg.io/blog-posts/ai-pricing","question":"What platforms does Stigg support?","confidence":0.6},{"answer":"Yes. Stigg can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.stigg.io/blog-posts/ai-pricing","question":"Can Stigg be self-hosted?","confidence":0.6},{"answer":"We have confirmed 4 integrations for Stigg, including AWS Marketplace, Stripe App Marketplace, ZUORA and AWS API Gateway. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.stigg.io/blog-posts/ai-pricing","question":"What does Stigg integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Stigg. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Stigg not holding them. Always confirm compliance directly before you rely on it.","source":"https://security.stigg.io","question":"What security certifications does Stigg have?","confidence":0.7}]` | `[{"answer":"A tool that enables SaaS companies to set up and execute complex billing strategies by tracking customer usage, supporting multiple pricing models, and controlling feature access based on subscription tier. It is indexed under Billing & Invoicing Software.","source":"https://www.togai.com/blog/enterprise-saas-pricing/","question":"What is Togai?","confidence":0.6},{"answer":"Togai offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://www.togai.com/","question":"Is Togai free?","confidence":0.6},{"answer":"Togai supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.togai.com/blog/saas-pricing-strategy/","question":"What platforms does Togai support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Togai, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.togai.com/blog/saas-pricing-strategy/","question":"Can Togai be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Togai, including Stripe, Adyen, Razorpay, Paystack, Kafka, AWS S3, AWS Redshift and Postgres, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.togai.com/blog/saas-pricing-strategy/","question":"What does Togai integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for Togai. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Togai not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.togai.com/blog/entitlement-management-for-revenue-compliance/","question":"What security certifications does Togai have?","confidence":0.7}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | A billing and entitlement platform that provides real-time usage metering, credit management, and enforcement logic for AI products and APIs, integrating with existing billing systems. | A tool that enables SaaS companies to set up and execute complex billing strategies by tracking customer usage, supporting multiple pricing models, and controlling feature access based on subscription tier. |
| features.capabilities | `{"gl_sync":true,"analytics":true,"api_first":true,"invoicing":true,"self_hostable":true,"pricing_models":"Per-call, tiered, credit-based, subscription plus overage, outcome-based","usage_metering":"real_time","catalog_management":true,"revenue_recognition":"native_asc606","subscription_billing":true}` | `{"gl_sync":true,"analytics":true,"api_first":true,"invoicing":true,"pricing_models":"Supports subscriptions, pay-as-you-go, tiered, usage-based, one-time purchases, ","usage_metering":"real_time","catalog_management":true,"subscription_billing":true}` |
| integrations.count | 2 | 14 |
| integrations.list | `[{"name":"AWS Marketplace"},{"name":"Stripe App Marketplace"},{"name":"Stripe","native":true,"category":"payments","direction":"bidirectional"},{"name":"ZUORA","native":true,"category":"billing","direction":"bidirectional"},{"name":"AWS API Gateway","native":true,"category":"api","direction":"outbound"}]` | `[{"name":"Stripe"},{"name":"Adyen"},{"name":"Razorpay"},{"name":"Paystack"},{"name":"Kafka"},{"name":"AWS S3"},{"name":"AWS Redshift"},{"name":"Postgres"},{"name":"Segment"},{"name":"Salesforce"},{"name":"HubSpot"},{"name":"NetSuite"},{"name":"QuickBooks"},{"name":"Slack"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"quote","summary":"Custom pricing; integrates with Stripe, ZUORA, and other billing providers","freeTier":false,"sourceUrl":"https://www.stigg.io/blog-posts/ai-pricing","retrievedAt":"2026-09-03T22:55:41.233Z"}` | `{"type":"hybrid","plans":[{"free":true,"name":"Free","contactSales":false}],"summary":"Free tier available. Custom pricing via sales contact.","freeTier":true,"sourceUrl":"https://www.togai.com/","retrievedAt":"2026-08-03T14:29:57.754Z"}` |
| pricing.free_tier | no | yes |
| pricing.model | quote | commercial |
| pricing.price_level | unknown | low |
| pricing.transparent | no | no |
| reliability.sla_pct | - | 99.99 |
| reliability.status_page | yes | - |
| security.certifications | `[{"name":"ASC 606","status":"active"}]` | - |
| security.gdpr | yes | yes |
| security.iso27001 | yes | - |
| security.soc2 | yes | - |
| security.trust_center | - | https://www.togai.com/blog/entitlement-management-for-revenue-compliance/ |

## Capabilities (Billing & Invoicing Software)

| Capability | Stigg | Togai |
|---|:--:|:--:|
| **Core** |  |  |
| Subscription billing | ✓ | ✓ |
| Usage metering | Real-time | Real-time |
| Pricing models | Per-call, tiered, credit-based, subscription plus overage, outcome-based | Supports subscriptions, pay-as-you-go, tiered, usage-based, one-time purchases, |
| Invoicing & AR | ✓ | ✓ |
| Catalog management | ✓ | ✓ |
| **Commerce** |  |  |
| Merchant of record | - | - |
| **Finance** |  |  |
| Revenue recognition | Native ASC 606 | - |
| Tax handling | - | - |
| **Collections** |  |  |
| Dunning | - | - |
| **Integrations** |  |  |
| GL / ERP sync | ✓ | ✓ |
| **Ecosystem** |  |  |
| API-first / developer-first | ✓ | ✓ |
| **Deployment** |  |  |
| Self-hostable | ✓ | - |
| **Insight** |  |  |
| Revenue analytics | ✓ | ✓ |

*Source: vioscaleAI. Generated 2026-10-16T19:06:15.733Z. "-" = undocumented, not absent.*