Stigg

The Usage Runtime for AI Products

Also known as
stigg

What is Stigg?

A runtime platform providing credits, entitlements, metering, and governance for AI products. Delivers real-time enforcement and financial-grade credit infrastructure for usage-based and hybrid billing models.

Independently observed

What Stigg does

The capabilities that matter for billing & invoicing software, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.

Core
Subscription billing
Usage metering
Real-time
Pricing models
Credits, entitlements, metering, hybrid models
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
Independently observed

Platform & deployment

Independently observed
Platforms
  • Web
Deployment
  • Cloud / SaaS
  • Self-hosted

Integrations (14)

Independently observed
  • Stripe
  • Salesforce
  • Hubspot
  • Snowflake
  • BigQuery
  • AWS
  • GCP
  • Azure
  • Slack
  • Auth0
  • Zuora
  • Chargebee
  • Metronome
  • Orb

Stigg alternatives

Other billing & invoicing software we track, ranked by the same independent score.

Independent · unbought · dated

The Vioscale score: one lens on the evidence

Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Stigg, not the verdict.

Balanced composite 60 / 100
low · 45%
Signal contributions to the composite score
SignalScoreWeightContributionEvidence
Security Posture6530.001950.0
Capabilities7520.001494.4
Reliability5016.00800.0
Integrations4114.00569.7
Price Level08.000.0-
Pricing Transparency012.000.0-

Computed . Re-weight it by intent, or see the full method.

All data & sourcesshow ↓

Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.

Features

AttributeValueEvidence
Capabilities{"gl_sync":true,"analytics":true,"api_first":true,"self_hostable":true,"pricing_models":"Credits, entitlements, metering, hybrid models","usage_metering":"real_time","revenue_recognition":"native_asc606","subscription_billing":true}mediumsource · 2026-08-03 · 60%

Integrations

AttributeValueEvidence
Count25mediumsource · 2026-08-03 · 60%

Pricing

AttributeValueEvidence
Modelcommercialmediumsource · 2026-08-03 · 60%

Reliability

AttributeValueEvidence
Status pageYesmediumsource · 2026-08-03 · 60%

Security

AttributeValueEvidence
Iso27001Yeshighsource · 2026-08-03 · 75%
Soc2Yeshighsource · 2026-08-03 · 75%