Rent, Buy, or Managed CI: The Numbers on One Page

Four options on the table: rent a dedicated ArmMini physical machine, buy your own Mac mini, use a shared virtual machine, or pay by the minute for managed CI. Everything below is backed by numbers — including the parts that don't favor us.

compare / rent-buy-share

The Main Comparison: First-Month Cost to Maintenance Responsibility

Five dimensions, compared line by line, each with a one-line verdict. Prices in USD; the ArmMini column uses Mini Basic (M4 / 16GB / 256GB, $107.7/mo) as the baseline.

DimensionRent ArmMiniBuy a Mac miniShared VMVerdict
First-month cost From $107.7, billed monthly, no deposit From $599 one-time purchase, accessories extra Typically $50–80/mo on the market Entry cost: renting and sharing are close; buying is highest
Delivery speed Credentials emailed within 10 minutes Usually 3–10 days from order to power-on Provisioned in minutes Need to build now? Don't wait on shipping
Dedicated resources One physical machine per user, not a VM Fully dedicated Host is multi-tenant, commonly oversold That shared "vCPU" isn't really your core
Upgrade flexibility Upgrade tiers on the same node, prorated for remaining days RAM/SSD can't be added later — only a full machine swap Specs adjustable, but still inside a shared pool Needs grow — a purchase has no return policy
Maintenance responsibility Hardware, power, and network are on us — faulty units get swapped Outages, drives, cooling, public IP — all on you Platform handles the host; troubleshooting inside the VM layer is limited Who's rebooting it at 3am? Figure that out first

Purchase price based on official retail pricing for the Mac mini M4 16GB/256GB; shared VM range based on publicly listed pricing from mainstream macOS VM services in 2025. ArmMini pricing on the plans page, all figures in USD.

compare / shared-vm

Shared VMs in Detail: Jitter, Passthrough, and Licensing

Shared VMs really are cheaper — and build times really are unpredictable. We ran the same project through 100 consecutive builds to put a number on the gap.

Build-Time Jitter, Measured

Methodology: same open-source Swift project (~210K LOC), clean build, 100 consecutive builds per environment, sampled Jul 2026. The shared column is a mainstream macOS VM service's 4vCPU/16GB tier.

MetricArmMini Dedicated M4Shared VM 4vCPU
Mean full build4m 22s6m 24s
Standard deviation±6s±71s
P95 duration4m 31s8m 02s
Mean incremental build38s63s
Runs over 10 min0 / 1007 / 100

Jitter costs more than waiting: CI timeout thresholds have to be set against P95, which means a shared environment effectively pushes that threshold up by nearly 2×.

Hardware Passthrough & License Compliance

CapabilityDedicated Physical MachineShared VM
Full Metal GPU passthroughYesVirtual GPU, missing Metal features
Neural Engine accessYes, direct Core ML/MLX callsVirtualization layer doesn't expose the ANE
Hardware video encode/decodeYesMostly falls back to software
Unified memory bandwidthDedicated to one machineContended with co-tenants on the same host

macOS's software license requires the OS to run on Apple-branded hardware, and it sets explicit limits on how many virtualized copies can run on a single piece of hardware. There's no way for a tenant to verify how many copies a shared provider is slicing off one host, or whether that line gets crossed. A dedicated physical machine is the shortest path to compliance: one piece of Apple hardware, one OS install, one tenant.

compare / tco-12mo

vs. Buying a Mac mini: 12-Month TCO

Reference config: a self-purchased M4 / 24GB / 512GB, matched against our Mini Standard plan ($200.7/mo). All external prices are 2025 public market rates, for estimation purposes only.

Cost itemBuy M4 24GB/512GBRent Mini Standard
Hardware purchase (one-time)$999$0
Electricity (≈263kWh × $0.15)$39Included
Broadband upgrade + static public IP ($25/mo)$300Includes dedicated IPv4
UPS, cooling & rack accessories$120Includes dual-feed data center power
Maintenance labor (2h/mo × $40)$960Handled by the platform
Monthly rent ($200.7 × 12)$2,408.4
Hardware residual value after 12 months-$550
12-month net cost$1,868$2,408.4

Here's the part that doesn't work in our favor: if your home power and network are reliable and the machine runs at full load for the whole 12 months, buying comes out about $540 cheaper even with maintenance labor counted — and about $1,500 cheaper if your own time is free. The real dividing line in any TCO comparison is how much your time is worth, and how much a day of downtime costs you.

Renting also comes with three kinds of flexibility that don't fit neatly into a cost table: cancel the month a project wraps up, deploy across Singapore/Tokyo/Seoul/Hong Kong/Silicon Valley nodes without buying more hardware, and upgrade with a prorated charge for remaining days. With owned hardware, those three map to reselling at a loss, buying a second machine, and a full trade-in.

compare / hosted-ci

How This Compares to Xcode Cloud and Managed CI

Most managed CI macOS runners bill by the minute (roughly $0.08–$0.16/min). ArmMini is a dedicated machine billed on a fixed cycle. The difference isn't just how the bill looks.

Billing Model: Per-Minute vs. Per-Cycle

Run the numbers: a team building 150 min/day × 22 workdays = 3,300 min/month. At $0.08/min, that's about $264 — already more than the Mini Standard's $200.7/mo. Double your build volume and the bill doubles too; a fixed-cycle plan doesn't move. On the flip side, under roughly 1,300 minutes/month, per-minute billing is the better deal.

Caching & Environment Freedom

Managed CI spins up a clean machine for every job — DerivedData, SPM/CocoaPods caches, and simulator state all start from scratch, adding 5–10 minutes of cold-start overhead on larger projects. On a dedicated machine, all of that stays on disk between runs; you pick and switch Xcode versions freely and install whatever Homebrew tooling you need, with no image allowlist to work around.

Private Dependencies & Certificate Management

Private registry credentials, enterprise certificates, and provisioning profiles need to be injected as secrets and unlocked into a temporary keychain on every managed CI run. On a dedicated machine, you import them once, the keychain persists, and fastlane match just reuses it. Internal dependencies can also be pulled over an SSH tunnel or private network instead of being exposed to a third-party CI environment.

compare / honest-boundary

The Honest Boundary: Who This Is For, Who It Isn't

A dedicated machine on a billing cycle isn't the right answer for everyone. Find your case below — don't pay for what you won't use.

Good Fit for Renting ArmMini

  • Running macOS CI continuously: a self-hosted runner online around the clock — the more build minutes per month, the better the value
  • Remote macOS development: you're on Windows/Linux and need a Mac desktop and terminal you can reach anytime
  • AI experimentation: running quantized models with MLX — 64GB unified memory plus direct Neural Engine access (Mini Pro tier)
  • Short-term projects: rent by the day — outsourced builds, App Store submission sprints, or temporary scaling, all wrapped up within a week

Not a Fit — Don't Waste Your Money

  • You ship once or twice a year and each build takes under an hour: per-minute managed CI is cheaper
  • You need Windows or x86 Linux: we only offer Apple Silicon physical nodes
  • You rely on heavy local peripheral debugging (physical device USB rigs, dedicated capture cards): a remote machine can't reach hardware sitting on your desk
  • Your budget is razor-thin and you're your own SRE: running owned hardware at full load nets a lower 12-month cost — the table above spells it out
compare / migration

Migration Path: Three Steps to Move In

Whether you're coming from another provider or your own Mac setup, it's the same three steps. Cross-node or cross-provider data transfers can be scheduled with free hands-on help — see the support page for details.

  1. Spin Up, Verify the Environment

    Pick a tier on the plans page and place your order — VNC/SSH credentials usually arrive by email within 10 minutes. Log in with ssh first to confirm the macOS and Xcode versions match your project's requirements before moving any data.

  2. Move Data & Credentials

    Re-clone your code from git; sync working directories and caches incrementally with rsync; export signing certificates as .p12, upload with scp, and import into the keychain. For large directories, run it inside tmux so a dropped connection doesn't interrupt the transfer.

  3. Switch Runners, Then Retire the Old Machine

    Register a self-hosted runner on the new machine, run it in parallel with the old one for a day to confirm matching build output, then take the old machine offline. Keep a 24-hour rollback window — don't cut over and cancel the old plan on the same day.

migrate.sh — tokyo-node
$ rsync -avz --partial ~/work/ dev@your-node:/Users/dev/work/
$ scp ~/certs/dist.p12 dev@your-node:~/certs/
$ ssh dev@your-node "security import ~/certs/dist.p12 -k login.keychain"
✓ transferred 42.3 GB in 38m — resume supported
compare / conclusion

Conclusion: One Tier Per Use Case

Still not sure? Use this table. All three tiers are billed monthly in USD; daily rates and full specs are on the plans page.

Your use caseRecommended tierSpecsPrice
Single-project CI, light buildsMini BasicM4 / 16GB / 256GB$21.5/day · $107.7/mo
Daily dev + multiple simulatorsMini StandardM4 / 24GB / 512GB$40.1/day · $200.7/mo
Unity / UE build pipelinesMini ProM4 Pro / 64GB / 2TB$59.3/day · $296.7/mo
30B+ quantized model inferenceMini ProM4 Pro / 64GB / 2TB$59.3/day · $296.7/mo

Pick a Tier, Machine's Online in 10 Minutes

Dedicated physical Mac mini nodes in Singapore, Tokyo, Seoul, Hong Kong, and Silicon Valley, ready to order. Credentials by email, VNC + SSH included.