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Hardware-First AI Evaluation

AI Hardware Performance Rankings

Ranked by NPU TOPS performance — the raw computational capacity that determines on-device AI processing potential.

Understanding NPU Performance

NPU TOPS (Trillions of Operations Per Second) measures the raw computational throughput of a device's neural processing unit. Higher TOPS values indicate stronger on-device AI processing potential for tasks like image generation, voice recognition, and real-time translation.

📊 What TOPS Measures

  • Raw computational throughput: Theoretical maximum AI operations per second
  • Hardware capacity: Available processing power for AI workloads
  • Future potential: Headroom for more demanding AI applications

❌ What TOPS Does NOT Measure

  • Software optimization: How well AI features are implemented
  • Memory bandwidth: Speed of data moving to/from NPU
  • Thermal design: Real-world sustained performance
  • Ecosystem integration: Quality of AI features and workflows
  • Actual user experience: Real-world performance depends on many factors

Why the #1 device ranks first: The top-ranked device has the highest validated TOPS score, indicating the greatest raw computational capacity for on-device AI. This provides more headroom for current and future AI applications, though real-world performance also depends on software optimization and thermal design.

🔬 Research Quality Note

Hardware rankings are based on verified NPU TOPS specifications. For complete AI capability assessment including software support, execution modes, and privacy features, see Overall AI Rankings.

🥇 Best Overall Hardware

Top AI Device for Hardware Performance

iPhone 17 Pro Max

Apple Intelligence
140.0 TOPS
Unmatched NPU performance with 140.0 TOPS. This device provides the strongest hardware foundation for advanced on-device AI workloads, offering the most headroom for future AI applications.

Why This Device Ranks Highly

Outstanding NPU Performance

With 140.0 TOPS, this device has the strongest hardware foundation for on-device AI processing in its category.

🧠

Strong Local AI

The Apple Intelligence platform provides on-device AI capabilities with hardware acceleration for AI workloads.

🔮

Excellent Hardware Foundation

High TOPS performance provides more headroom for current AI applications and future AI features that may be added through software updates.

Rank Device Platform NPU TOPS
1 iPhone 17 Pro Max Apple Intelligence 140.0
2 iPhone 17 Pro Apple Intelligence 140.0
3 iPhone Air Apple Intelligence 140.0
4 Xiaomi MIX Flip 2 Xiaomi HyperAI 45.0
5 Xiaomi 15 Xiaomi HyperAI 45.0
6 Xiaomi 15 Pro Xiaomi HyperAI 45.0
7 Xiaomi 15 Ultra Xiaomi HyperAI 45.0
8 Honor Magic6 Pro MagicOS AI 45.0
9 OnePlus 13 OnePlus AI 45.0
10 Honor Magic V4 MagicOS AI 45.0
11 Galaxy S25 Galaxy AI 45.0
12 Galaxy S25 Ultra Galaxy AI 45.0
13 Galaxy S24 Ultra Galaxy AI 45.0
14 Galaxy S25+ Galaxy AI 45.0
15 Galaxy Z Flip6 Galaxy AI 45.0
16 Pixel 9 Gemini Nano 45.0
17 Pixel 9 Pro XL Gemini Nano 45.0
18 Pixel 10a Gemini Nano 45.0
19 Pixel 9 Pro Gemini Nano 45.0
20 Pixel 9 Pro Fold Gemini Nano 45.0
21 Galaxy Z Flip7 Galaxy AI 45.0
22 Galaxy Z Fold6 Galaxy AI 45.0
23 Galaxy S24 Galaxy AI 45.0
24 Galaxy Z Fold7 Galaxy AI 45.0
25 Galaxy Z Fold8 Ultra Galaxy AI 45.0
26 Galaxy Z Fold8 Galaxy AI 45.0
27 Honor Magic7 MagicOS AI 45.0
28 Honor Magic7 Pro MagicOS AI 45.0
29 Xiaomi 14 Xiaomi HyperAI 45.0
30 Xiaomi 14T Xiaomi HyperAI + Google AI 45.0
31 OnePlus 15 OnePlus AI + Gemini 45.0
32 OnePlus 13R OnePlus AI 45.0
33 OnePlus 13s OnePlus AI 45.0
34 Galaxy S24+ Galaxy AI 44.0
35 Galaxy S25 FE Galaxy AI 44.0
36 Galaxy S24 FE Galaxy AI 44.0
37 Galaxy Z Flip8 Galaxy AI 44.0
38 iPhone 16 Plus Apple Intelligence 35.0
39 iPhone 16e Apple Intelligence 35.0
40 iPhone 16 Apple Intelligence 35.0
41 iPhone 15 Pro Apple Intelligence 35.0
42 iPhone 15 Pro Max Apple Intelligence 35.0
43 iPhone 15 Plus Apple Intelligence 35.0
44 iPhone 15 Apple Intelligence 35.0
45 iPhone 16 Pro Apple Intelligence 35.0
46 iPhone 17 Apple Intelligence 35.0
47 iPhone 17e Apple Intelligence 35.0
48 iPhone 16 Pro Max Apple Intelligence 35.0
49 Galaxy S23 Ultra Galaxy AI 26.0
50 Galaxy S23 FE Galaxy AI 26.0
51 Galaxy Z Flip5 Galaxy AI 26.0
52 Galaxy Z Fold4 Galaxy AI 26.0
53 Galaxy S23 Galaxy AI 26.0
54 Galaxy Z Fold5 Galaxy AI 26.0
55 Galaxy Z Flip4 Galaxy AI 26.0
56 Galaxy S23+ Galaxy AI 26.0
57 Honor 400 MagicOS AI 20.0
58 Honor 400 Pro MagicOS AI 20.0
59 Pixel 10 Pro XL Gemini Nano 18.0
60 Pixel 10 Pro Gemini Nano 18.0
61 Pixel 10 Pro Fold Gemini Nano 18.0
62 Pixel 10 Gemini Nano 18.0
63 Pixel Fold Gemini Nano 13.0
64 Pixel 7 Gemini Nano 13.0
65 Pixel 7 Pro Gemini Nano 13.0
66 Pixel 8 Gemini Nano 13.0
67 Pixel 8 Pro Gemini Nano 13.0
68 Pixel 8a Gemini Nano 13.0