Revenium vs Stigg

Revenium tracks AI usage costs, provides spending controls and connects costs with business outcomes. It attributes model calls, agent turns and tool calls to teams, customers, features and agents, for engineering, finance, FinOps and product teams. Spend guardrails, alerts and budget thresholds can block or throttle requests that exceed configured limits. For ROI analysis, it relates AI costs to total cost of ownership, cost of goods sold and return on investment per workflow, including tool calls and human rescue time. Revenium is available through web and API, and lists integrations such as Arize, Ollama, ClickHouse, LangChain, GitHub, Anthropic, OpenAI, Google Gemini, Databricks, Datadog, Snowflake and Claude. Named providers include OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, Google Vertex AI and custom models through its SDK. Its free Observe plan includes 100,000 transactions per month, seven days of retention and one user. Growth includes 350,000 transactions monthly, 90 days of retention and 10 users; the listed Enterprise plan includes 1M+ transactions and unlimited users. Revenium says it meters usage metadata and requires opt-in for payload capture.

Stigg is a usage runtime for engineering teams managing access, usage, and spending controls for AI products. It combines credits, entitlements, metering, and governance. The credits engine includes wallets, ledgers, burn-downs, expiry rules, and priority consumption; entitlement rules can be changed outside the codebase without a deployment.

Stigg says its metering captures tokens, inference calls, and agent actions at throughput of 1M+ events per second, while entitlement checks have p99 latency under 10ms. Teams can set per-user, per-team, and per-agent budget caps enforced at call time. It layers on existing billing providers with two-way sync, naming Stripe and Zuora as examples. Deployment options include a hosted Cloud API, a customer's cloud environment, and a bring-your-own-database option. A free Build plan includes 10,000 managed entities and 5M monthly usage events. Pro costs $399 a month billed annually or $499 a month billed monthly.