Plain definition
Cost per accepted run means the spend required to produce one output a human or system actually accepts.
Glossary
What is Cost per accepted run?
Cost per accepted run explained for AI cost governance: definition, examples, checklist, FAQs, and how Spendwall uses it in budget decisions.
Short answer
Cost per accepted run is the spend required to produce one output a human or system actually accepts.
Primary query
what is cost per accepted run
Audience
Operators, engineers, founders, and finance teams learning AI spend vocabulary.
Why it matters
It prevents teams from celebrating cheap attempts that create expensive rejected work.
How Spendwall uses it
Spendwall treats the term as part of an owner-aware cost review, not as a standalone metric detached from workflow context.
Concrete examples
A metric becomes useful when it points to a specific owner and action.
A glossary term should help readers compare workflows, not just memorize vocabulary.
A budget review should ask whether the metric changed because of useful growth or avoidable waste.
If an engineering team spends $90 on agent runs and accepts only three outputs, the useful number is not run count; it is $30 per accepted result and the review should ask why the rejected work happened.
Decision checklist
- Define the metric in one sentence.
- Name the provider or workflow where it applies.
- Attach it to an owner and decision cadence.
- Avoid using it as a generic synonym for total spend.
- Link it to the relevant guide, use case, or pricing decision.
What to compare
| Signal | What it means | Why it matters |
|---|---|---|
| Definition | the spend required to produce one output a human or system actually accepts | Gives AI and search engines a clear extractable answer. |
| Best use | Budget review and workflow comparison | Connects vocabulary to action. |
| Common mistake | Using the term without owner context | Creates reporting without governance. |
| Practical formula | total run cost / accepted outputs | Turns the definition into something measurable. |
| Operating example | AI coding agent spend divided by merged, approved, or otherwise accepted results | Shows where the term becomes useful inside a real review. |
Decision rules
Use cost per accepted run when the team can measure AI coding agent spend divided by merged, approved, or otherwise accepted results.
Ignore cost per accepted run as a standalone KPI if it cannot be tied to an owner, workload, and budget decision.
Escalate cost per accepted run when the metric changes without a product, release, or workload explanation.
Common mistakes
measuring attempts instead of accepted work
Using cost per accepted run as a buzzword instead of a measurement rule.
Creating a glossary page that defines a term but never explains how a team should act on it.
FAQ
Is cost per accepted run the same as total spend?
No. Total spend is the bill; this term explains the behavior or metric behind the bill.
Why should cost per accepted run be defined on a Spendwall page?
Clear definitions help teams, Google, and AI answer engines connect spend vocabulary to operational decisions.
What should readers do next?
Connect the term to a provider guide, use case, or budget alert workflow so it becomes actionable.