Most AI work can move off the paid cloud onto free Apple paths.
Key idea & notes ▾
WHY THIS MATTERSUnderstanding the four paths lets developers cut inference bills without losing capability.
Most cloud spend comes from calls that shouldn't be cloud calls.
Key idea & notes ▾
WHY THIS MATTERSRecognizing waste is the first step to cutting an AI app's largest recurring expense.
Know the four paths and their costs before designing anything.
Key idea & notes ▾
WHY THIS MATTERSThe whole cost strategy depends on matching each task to the right path.
The on-device model is a free, always-available local worker.
Key idea & notes ▾
WHY THIS MATTERSIt replaces many paid cloud calls with zero-cost local ones.
Tiny context makes it a worker, not the whole intelligence.
Key idea & notes ▾
WHY THIS MATTERSKnowing the limit prevents designing tasks the local model can't hold.
Bring your own models and run them free on-device.
Key idea & notes ▾
WHY THIS MATTERSIt gives developers control and cost-free specialized inference.
Core AI is an efficient purpose-built on-device inference runtime.
Key idea & notes ▾
WHY THIS MATTERSThese features let large specialized models run practically on a phone.
One common interface lets you swap underlying models freely.
Key idea & notes ▾
WHY THIS MATTERSShared orchestration avoids duplicate code for local and cloud models.
A session can adapt its model and tools on the fly.
Key idea & notes ▾
WHY THIS MATTERSIt supports escalation and specialization without breaking the conversation.
PCC adds reasoning and context, free for eligible small apps.
Key idea & notes ▾
WHY THIS MATTERSIt gives indie developers subsidized access to stronger cloud inference.
Eligible indie apps get subsidized cloud reasoning at no cost.
Key idea & notes ▾
WHY THIS MATTERSIt lowers the barrier for small teams to ship capable AI features.
Offload cheap calls locally to shrink the paid cloud bill.
Key idea & notes ▾
WHY THIS MATTERSIt reframes cost control as routing, not just picking a cheaper model.
On-device translation eliminates a paid cloud service.
Key idea & notes ▾
WHY THIS MATTERSMultilingual apps can drop another recurring cloud cost.
Local OCR plus local model keeps documents on the phone for free.
Key idea & notes ▾
WHY THIS MATTERSIt cuts cost and improves privacy for document workflows.
System-provided intelligence handles text and image tasks free.
Key idea & notes ▾
WHY THIS MATTERSMore common features can rely on built-in models instead of paid APIs.
Programmatic Apple image generation is gone in iOS 27.
Key idea & notes ▾
WHY THIS MATTERSApps built on iOS 26 image APIs must migrate before public release.
Match each task to its cheapest capable path.
Key idea & notes ▾
WHY THIS MATTERSA clear routing table turns cost savings into a repeatable design rule.
Escalate to paid models only as a final fallback.
Key idea & notes ▾
WHY THIS MATTERSLayered escalation delivers capability while minimizing paid calls.
Use the local model for narrow tasks, not world knowledge.
Key idea & notes ▾
WHY THIS MATTERSMatching tasks to its strengths removes many paid calls safely.
Ask which pipeline parts can become free, not how smart the model is.
Key idea & notes ▾
WHY THIS MATTERSThat question directs effort toward the largest achievable cost savings.
Treat inference cost as routing, then measure, profile, and question the limits.
Key idea & notes ▾
WHY THIS MATTERSIt turns the comic's lesson into concrete engineering investigation and honest caveats.