Revenium is funded, ships often and is ahead of us in several places below. The difference we claim is narrow. Its outcomes and quality scores are supplied by the caller. Margin grades the outcome with your eval, and acts on the result. On the pages we read, we did not find that on their side.
Last verified 2026-10-20. Public pages only, read that day. A page we did not find something on is a search result, not proof it does not exist.
Different jobs
Revenium
Reports cost per job and per conversion. The outcome is attached by the caller: SUCCESS, FAILED or CANCELLED, plus a type such as CONVERTED.
Margin
Cost per outcome from the calls and a graded pass or fail, using the customer's own evals as the grade. The execution bill is included.
Sources: Revenium docs: agent outcomes, Margin: the Meter. Read 2026-10-20.
Revenium ahead
Revenium
Ahead. A monetary outcome value in twelve currencies, audited corrections, per-job ROI and a declared before-and-after baseline. The caller picks a provenance label for the value. A Labs project posted 2026-10-20 separates model estimates from operator-set and observed values and withholds model-only estimates.
Margin
One optional field, a value the customer supplies. No customer has supplied one to us yet, so we compute none and say so. Without it we report cost per outcome and label it that.
Sources: Revenium docs: agent outcomes, Revenium docs: ROI and unit economics, Revenium post, 2026-10-20. Read 2026-10-20.
Margin's claim
Revenium
A quality score exists as optional caller-supplied metadata. On 2026-10-20 we read 73 docs pages and 412 API operation names and did not find a grader, rubric, judge or held-out set.
Margin
A pass is graded by the customer's eval, through adapters for promptfoo, Braintrust, LangSmith, Ragas and DeepEval. No customer has run one yet.
Sources: Revenium docs: SDK setup, Revenium API reference, Margin: the Parity Gate. Read 2026-10-20.
Margin's claim
Revenium
Spend rules that block, run in the SDK, start in shadow mode. We did not find a route, parity, promote or revert surface in the docs or the API operation names we read on 2026-10-20.
Margin
Promotes a cheaper route only at measured parity and lower cost, and reverts when parity slips. The revert is built and tested. No live route has slipped yet, so it has not fired on real traffic.
Sources: Revenium API reference, Margin: the Governor. Read 2026-10-20.
Revenium ahead
Revenium
Ahead. Tools, MCP servers, external APIs, SaaS and human review time are priced as events beside model calls. It also covers coding assistants with an organization-wide config.
Margin
Model calls and the customer's execution bill. Human minutes are computed but not yet in cost per outcome. Per-call external API and SaaS spend is not priced.
Sources: Revenium docs index, Margin: the Meter. Read 2026-10-20.
Different jobs
Revenium
Sells a billing side too: customers, products, subscriptions, invoices, payment gateways. Its own meter is priced per write. Observe is free to 100K transactions a month; Growth lists no base price, and the overage figure appears as $1.50 and as $0.10 per 1,000 on the same page.
Margin
No billing product. A pilot, then a flat fee that does not rise with your bill.
Sources: Revenium pricing, Margin pricing. Read 2026-10-20.
Revenium ahead
Revenium
Ahead. SOC 2 Type II. Its trust center says ISO 27001 is not held today.
Margin
No SOC 2 report. The security page lists what exists.
Sources: Revenium trust center, Margin security. Read 2026-10-20.
Revenium ahead
Revenium
Ahead for coding assistants: its own claim is one administrator pastes a config block and developers report on next start. SDK wrappers cover other code.
Margin
We have not timed this and print no figure. We have no coding assistant connect.
Sources: Revenium site, Margin: start. Read 2026-10-20.
We claim one thing: records versus verifies and acts. Revenium’s own 2026-10-20 post says a model estimate is not an observed outcome and lists stronger outcome evidence as next. That narrows the gap and names it. On the pages we read, the grader and the route action were not found on 2026-10-20.
We do not claim a saving here. No figure on this page is a Margin result.
Enter what you measured. The calculator shows only what those numbers support and names any field it still needs.
This does arithmetic on the numbers you type. It measures nothing, and it does not know whether your pass rates or your price ratio are right.
Enter your numbers to see what they support.
The console shows the gate on open-source agents we metered ourselves, every number tagged real or simulated.