
Helicone AI
Langfuse
MarginDash
LangSmith
LLMCap
OpenAI
Corrath
Know your AI costs per customer, per feature, per tier. PerUnit attributes every dollar of AI provider spend to the customers and features driving it.

DigitalOcean
Langfuse
Vultr
ClawApp
LangChain
ClawFast
Sim Studio
Managed hosting for small AI agent fleets.
Which is more popular?
Based on our record, RapidClaw.dev seems to be more popular. It has been mentioned 11 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | perunit.ai | rapidclaw.dev |
| Pricing | ||
| Platforms | — | |
| Company | — | Startup from the United States · 1 - 9 employees |
| Listed in |
In their own words, as submitted to SaaSHub.


Your AI bill is growing — but which customers, features, and pricing tiers are driving it? OpenAI, Anthropic, and Google dashboards show totals. Totals don't help you decide who to charge more, what to gate, or where to cut. PerUnit breaks down AI spend by customer, feature, and pricing tier so...
RapidClaw provides managed hosting for developers running small fleets of AI agents (up to 5 per customer). Built and run by two brothers — solo founder Tijo Bear with senior tech lead Brandon Gaucher. We handle the boring infra (VPS provisioning, monitoring, backups) so you can focus on building...
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing PerUnit and RapidClaw.dev.
PerUnit's answer
PerUnit is built for AI unit economics, not just cost tracking. We break down AI spend by:
Customer — see which accounts drive costs Feature — see which AI features burn through tokens Pricing tier — free vs paid user breakdown We connect AI costs to revenue via Stripe. Provider dashboards show totals; observability tools show tokens. PerUnit shows who's driving costs and whether they're profitable. No data warehouse or pipelines — direct API sync to OpenAI, Anthropic, and Google.
PerUnit's answer
PerUnit is built for product and pricing decisions, not observability. Competitors focus on tokens, latency, and traces. We focus on:
Cost per customer Cost per feature Cost per tier — connected to revenue If you need to know who to charge more, what to gate, or where to cut, PerUnit gives you that. No pipelines, no data engineering, no data warehouse.
PerUnit's answer
Founders, product managers, and CFOs at companies building AI-powered products. Anyone who needs to answer:
Which customers cost the most? Are free users profitable? Should we gate AI behind paid plans? Teams that care about unit economics and margins, not just total spend.
PerUnit's answer
We've shipped products with AI and watched margins disappear without knowing why. The AI bill was one number — we couldn't see which customers or features were driving it. Every product and pricing decision was a guess.
We built PerUnit so product teams can have the same clarity on AI costs that they have on revenue and headcount.
PerUnit's answer
Frontend: Next.js, React, TypeScript, Tailwind CSS Integrations: OpenAI, Anthropic, Google APIs, Stripe Deployment: Vercel
PerUnit's answer
PerUnit is in early access. We're onboarding a small group of teams who need clarity on their AI unit economics. Our early users are founders and PMs at companies building AI features — from early-stage to growth — who want cost attribution before scaling further.
Share your experience with using PerUnit and RapidClaw.dev. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


Tracking PerUnit since Mar 2026.
If you're building this layer yourself, you have signed up to operate infrastructure for the rest of your life. If you don't want to do that, managed OpenClaw hosting exists for the same reason managed Postgres exists. You don't run your... - Source: dev.to / 4 months ago
If you're in that loop and you'd rather not be — building your agent and operating your agent are different jobs — managed hosting takes the operational layer off your plate. RapidClaw's Builder Sandbox ($99/mo) is the same... - Source: dev.to / 5 months ago
I'm building toward this with RapidClaw — managed OpenClaw hosting tiered for SMEs. The Builder Sandbox tier ($99/mo, MicroVM with sudo + live port-forwarding) is where agents like the five above live. The Dev Agent tier ($200/mo) adds... - Source: dev.to / 5 months ago
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