HelmSwarm › Cost-conscious QA
Stop testing by the meter.
Every major cloud device farm meters real-device testing — by the minute, per slot, per parallel, or per concurrent session. The predictable result: teams ration tests to control cost, and coverage shrinks to fit the invoice instead of the risk.
The meter, by vendor
| Vendor | How it meters | Entry cost |
|---|---|---|
| AWS Device Farm | Per device-minute, or per device slot | $0.17/min · $250/slot/mo (~$15k/yr for 5) |
| BrowserStack | Per parallel test (shared cloud) | $175–$225/mo each (annual) |
| Sauce Labs | Per concurrent session; real/virtual split | $199–$249/mo each |
| LambdaTest (TestMu AI) | Plan-tier concurrency (shared cloud) | ~$39/mo live; automation varies |
| HelmSwarm | Flat monthly subscription — no per-use meter | Own or rent devices |
Why do teams ration mobile tests?
Because the bill is metered. As one analysis of AWS Device Farm put it, teams managing cost “start making testing decisions based on the meter: fewer devices, fewer CI triggers, shorter suites.” The runs that catch the most regressions — full suites across many real devices, on every commit — are the first to be cut.
The self-hosted answer
HelmSwarm replaces metered cloud billing with the flat cost of hardware you already own. Real-device iOS automation runs on your own iPhones, through a local agent, on your own server:
- No per-minute, per-slot, per-parallel or per-session fee. Run the full suite on every commit.
- Concurrency = devices you plug in, not a paywall tier.
- Test data never leaves your network — GDPR / KVKK friendly.
- Human-paced automation to reduce rate-limit and lockout risk (not a guarantee against multi-signal bot detection — we won't overclaim).
Compare to your current cloud
Coverage decided by risk, not by invoice.
Run real-device iOS automation on your own fleet — one helm, no meter.
Open the panel →HelmSwarm is in early access. Competitor figures are list prices as published and may change; verify on each vendor's pricing page.