Comparison

Stigg vs Togai

No clear leader: Togai (50.6) and Stigg (49.7) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Stigg50
Togai51
Score
vioscaleAI score
Stigg50 / 100medium · 63%
Togai51 / 100low · 38%
Pricing
Free tier
Stigg✗
Togai✓
Model
Stiggquote
Price level
Stiggunknown
Togailow
Transparent
Stigg✗
Togai✗
Integrations
Count
Stigg2
Togai14
Security
Certifications
StiggASC 606
Togai–
Gdpr
Stigg✓
Togai✓
Iso27001
Stigg✓
Togai–
Soc2
Stigg✓
Togai–
Reliability
Sla pct
Stigg–
Togai99.99
Status page
Stigg✓
Togai–
Market
Content
Faq
Stigg6 items
Togai6 items

Capabilities

Feature-by-feature on the axes that matter for billing & invoicing software. “-” means undocumented, not absent.

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

What each one is

The product in its own terms, so the numbers below have context.

Stigg

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.

Independently observed

Togai

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.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Stigg

Quote-based

Custom pricing; integrates with Stripe, ZUORA, and other billing providers

as of verify ↗

Togai

HybridFree tier

Free tier available. Custom pricing via sales contact.

  • FreeFree
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Stigg✓
Togai✓
CLI
Stigg✗
Togai✓
Deployment
Cloud / SaaS
Stigg✓
Togai✓
Self-hosted
Stigg✓
Togai✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (1)
  • Stripe

Stigg

5 total - 4 not shared
  • AWS Marketplace
  • Stripe App Marketplace
  • ZUORA
  • AWS API Gateway
Independently observed

Togai

14 total - 13 not shared
  • Adyen
  • Razorpay
  • Paystack
  • Kafka
  • AWS S3
  • AWS Redshift
  • Postgres
  • Segment
  • Salesforce
  • HubSpot
  • NetSuite
  • QuickBooks
  • Slack
Independently observed
Still deciding?

Stigg or Togai: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.