Apple

Apple was the first company to put a dedicated neural accelerator into a phone at scale. The Neural Engine arrived with the A11 Bionic in 2017 and has shipped in every A-series and M-series chip since, which means Apple has more NPUs in active use than any other designer on earth.

It is also the most opaque. Apple has never stated a numeric precision for any Neural Engine performance figure, and after the M4 in May 2024 it stopped publishing absolute numbers altogether — every generation since has been described only as a multiple of the one before. The widely-quoted 35 TOPS for the A17 Pro is not an Apple figure.

None of this silicon is for sale. Apple designs chips exclusively for Apple products, which makes it the largest captive silicon programme in consumer technology.

Silicon from Apple

9 chips on record, newest first.

  1. 2026

    Apple A20 Pro

    2nm Dual 16-core Neural Engine (32 cores total)

    2x the compute power to run on-device AI models

    Relative only
  2. 2025

    Apple A19 Pro

    Not stated by Apple 16-core Neural Engine plus per-GPU-core Neural Accelerators

    Up to 3x the peak GPU compute over the previous generation

    Relative only
  3. 2025

    Apple A19

    Third-generation 3nm Neural Engine plus per-GPU-core Neural Accelerators

    No throughput figure published

    None published
  4. 2024

    Apple A18 Pro

    Second-generation 3nm 16-core Neural Engine

    17 per cent increase in total system memory bandwidth

    Relative only
  5. 2024

    Apple A18

    Second-generation 3nm 16-core Neural Engine

    Runs machine learning models up to 2x faster than A16 Bionic

    Relative only
  6. 2023

    Apple A17 Pro

    3nm 16-core Neural Engine

    Neural Engine up to 2x faster

    Relative only
  7. 2022

    Apple A16 Bionic

    Not stated by Apple 16-core Neural Engine

    Nearly 17 trillion operations per second

    Absolute
  8. 2021

    Apple A15 Bionic

    5nm 16-core Neural Engine

    15.8 trillion operations per second

    Absolute
  9. 2020

    Apple A14 Bionic

    5nm 16-core Neural Engine

    11 trillion operations per second

    Absolute

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