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Maple-Preview – ternary 20B MoE running at 120 tok/s on a iPhone

Maple-Preview – ternary 20B MoE running at 120 tok/s on a iPhone is a general AI agent for Run large language models locally on an iPhone for fast, private AI reasoning without relying on cloud services. Pricing: Free. As of 2026-08-05, KanonAgent records 80 票. First indexed by KanonAgent on 2026-08-04.
Runs a 120-billion-parameter ternary MoE model at 120 tokens per second directly on an iPhone, enabling on-device AI inference with low latency and strong privacy.
80 upvotes
Tracked by Kanon since Aug 4, 2026
🤖 Agent teardown · general
Job to be doneRun large language models locally on an iPhone for fast, private AI reasoning without relying on cloud services.
Who it is forMobile developers and edge AI users
Prerequisitesself-hostable
PricingFree
Traction · why it is risingGained 20 votes on Product Hunt
Why it matters

Breaks performance barriers for on-device AI, making large models practical on consumer hardware and paving the way for real-world edge AI applications.

Evidence quotesverbatim, from the product’s own materials

“Running a 120B ternary MoE model at 120 tok/s on an iPhone”— description
Signal source: Show HN
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FAQ

What is Maple-Preview?

Runs a 120-billion-parameter ternary MoE model at 120 tokens per second directly on an iPhone, enabling on-device AI inference with low latency and strong privacy.

What does Maple-Preview do?

Run large language models locally on an iPhone for fast, private AI reasoning without relying on cloud services.

Why does Maple-Preview matter?

Breaks performance barriers for on-device AI, making large models practical on consumer hardware and paving the way for real-world edge AI applications.

How much does Maple-Preview cost?

Free

Is Maple-Preview free?

Yes — Maple-Preview has a free tier. Pricing as stated on its own page: Free

Can I self-host Maple-Preview?

Yes — Maple-Preview can be self-hosted.

How popular is Maple-Preview?

As tracked by KanonAgent: 80 upvotes (first indexed 2026-08-04).

What are the best Maple-Preview alternatives?

Similar AI agents tracked by KanonAgent: Stealth Company, AutoGPT, Anonymous Startup, Confidential Startup, Private Venture, anything-llm.

Maple-Preview – ternary 20B MoE running at 120 tok/s on a iPhone alternatives — similar AI agents

Stealth CompanyAutoGPTAnonymous StartupConfidential StartupPrivate Ventureanything-llm