DEMONSTRATION DATA · All chart values and hardware comparisons on this page are fictional values supplied in the design. They are not Tech2Apple measurements and must not be used for buying decisions. Exports are labeled demo.
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Demo explorer · no physical rig measurements have been collected
speed Benchmark design demonstration

Explore a Reproducible Apple Silicon Benchmark Lab

Try the interactive matrix with clearly labeled sample data. Original results will require documented workloads, repeated runs, and published raw measurements.

SILICON VARIANTS memory
6 Demo Chips From M1 Base (8C) to M4 Max (16C/40C, 128GB)
STATISTICAL INTEGRITY repeat
5 Planned Runs Publish all runs, median, range, and exclusions
ZERO SYNTHETICS verified
0 Fluff Scores Real Swift builds, MLX inference, DaVinci AV1 exports
OPEN PROTOCOL data_object
Demo CSV Export Sample data and an environment-recording script
analytics TELEMETRY EXPLORER

Silicon Workload Matrix & Thermal Saturation

Interactive design sample — duration, energy, and memory bandwidth. No measured results.

SAMPLE DATA — NOT MEASURED RESULTS
BUILD TIME: LOWER IS BETTER (SECONDS)
M4 Max 16C CPU / 40C GPU • 128GB (546 GB/s)
±0.2s variance 64.2 s
0 MB SWAP • PEAK 68W • FAN: 0 RPM (SILENT) EFFICIENCY RATIO: 9.8 PKG J/LOC
M4 Pro 14C CPU / 20C GPU • 48GB (273 GB/s)
±0.3s variance 78.6 s
0 MB SWAP • PEAK 44W • FAN: 0 RPM EFFICIENCY RATIO: 11.2 PKG J/LOC
M2 Ultra (Mac Studio) 24C CPU / 76C GPU • 192GB (800 GB/s)
±0.4s variance 81.0 s
0 MB SWAP • PEAK 92W • FAN: 1,320 RPM (LOW HUM) EFFICIENCY RATIO: 14.9 PKG J/LOC
M3 Max 16C CPU / 40C GPU • 64GB (400 GB/s)
±0.5s variance 86.4 s
0 MB SWAP • PEAK 78W • FAN: 1,840 RPM EFFICIENCY RATIO: 13.5 PKG J/LOC
M3 Pro 12C CPU / 18C GPU • 36GB (150 GB/s)
±0.4s variance 118.2 s
0 MB SWAP • PEAK 42W • FAN: 0 RPM EFFICIENCY RATIO: 12.1 PKG J/LOC
M1 Pro (Baseline Reference) 10C CPU / 16C GPU • 32GB (200 GB/s)
±0.6s variance 174.5 s
0 MB SWAP • PEAK 38W • FAN: 1,450 RPM EFFICIENCY RATIO: 15.8 PKG J/LOC
thermostat
Thermal Throttling Observation None of the M4 Max passes observed package throttling. P-Core frequencies remained pinned at 4.51 GHz throughout all 5 clean build cycles.
Demo annotation only
science REPRODUCIBLE TEST SUITES

Engineered Around Production Bottlenecks

Each suite replicates a distinct hardware choke point: memory bandwidth, branch prediction, vector engines, or sustained thermals.

terminal
SUITE 01 • COMPILER

Swift 6 & Xcode 16.2 Clang Suite

A clean compile of a production client workspace: 14 external Swift Packages, 120,480 Swift & C++ lines of code, and SwiftUI asset catalog cataloging. Evaluates multicore scheduler latency and L2 cache saturation.

Metrics: Wall Clock Duration • Package Joules • Peak P-Core MHz
neurology
SUITE 02 • ON-DEVICE AI

MLX Engine & Neural Core Inference

Local Llama-3.3 70B Instruct running on MLX v0.22 with Q4_K_M 4-bit and 8-bit quantization. We log Time-to-First-Token (TTFT) across 4k context and sustained generation throughput (tokens/second) at batch size 1.

Metrics: Tokens/Sec • TTFT Latency (ms) • Unified Bandwidth %
video_settings
SUITE 03 • MEDIA PIPELINE

DaVinci Resolve Studio 19 Dual Engine

A standardized 10-minute 8K (8192x4320) ProRes 422 HQ multi-cam timeline with 3 complex color grading nodes and spatial noise reduction. Exported directly to 10-bit AV1 and HEVC to stress dedicated hardware encoders.

Metrics: Render FPS • Dual Media Engine Load % • Watts/Frame
storage
SUITE 04 • MEMORY PRESSURE

Unified Memory Saturation & Swap

Iteratively allocating 85%, 95%, and 115% of physical unified memory with concurrent 16-thread random reads. Measures internal PCIe SSD swap write-rate penalties and macOS compressed memory kernel impact.

Metrics: Swap Out Rate (MB/s) • Compression Overhead • Core Stalls
checklist RIGOROUS REPRODUCIBILITY

The 6-Stage Lab Testing Protocol

Our planned protocol records conditions, repeated runs, and limitations. No physical lab measurements have been published yet.

01 Record conditions

Document power mode, ambient conditions, connected peripherals, and background activity. Keep conditions consistent across comparisons.

02 Document background work

Record indexing, downloads, and other workloads. Do not disable security protections or system services to improve a score.

03 Capture environment

Use the downloadable script to record basic hardware and OS context. Review files before sharing them.

04 Choose measurements

Select tools appropriate to the workload. Document sample intervals, permissions, limitations, and the exact commands used.

05 Repeat and report variation

Warm up where relevant, then record at least five measured runs. Publish all runs, median, range, and any explained exclusions.

06 Publish reproducible material

Include workload versions, raw data, commands, and checksums when original results are available. No public test repository is claimed.

Illustrative Hardware Configurations DESIGN EXAMPLES · NOT TESTED
Device Model SoC Spec Unified Memory Bandwidth Cooling Setup macOS Version
MacBook Pro 16" (2024) M4 Max (16C CPU / 40C GPU) 128 GB LPDDR5X 546 GB/s Dual High-Efficiency Fans 15.2 (24C101)
MacBook Pro 14" (2024) M4 Pro (14C CPU / 20C GPU) 48 GB LPDDR5X 273 GB/s Dual Fans (Compact) 15.2 (24C101)
Mac Studio (2023) M2 Ultra (24C CPU / 76C GPU) 192 GB Unified 800 GB/s Copper Thermal Blower 15.2 (24C101)
Mac mini (2024) M4 (10C CPU / 10C GPU) 24 GB LPDDR5X 120 GB/s Bottom Intaking Blower 15.2 (24C101)
terminal Run The Lab Harness Locally
BASH / ZSH

Download clearly labeled design sample data or record your own environment. No original hardware test logs have been published.

sh record-environment.sh > environment.txt
# Environment context only — not a benchmark runner.
Compatible with macOS Monterey 12.0+ through Sequoia 15.2
AUDIT READY

Laboratory Telemetry Files

Download clearly labeled design sample data or record your own environment. No original hardware test logs have been published.

cloud_upload

Run an Apple Silicon Configuration Not Listed?

No thermal observations or community measurements have been collected. See the methodology for the planned process.