RUNLOCALAIv38
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OP·Fredoline Eruo
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RUNLOCALAI · v38
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  3. /Hardware
  4. /Qualcomm Snapdragon 8 Gen 3
UNIT · QUALCOMM · MOBILE-SOC
12 GB UNIFIEDmobile·Reviewed June 2026

Qualcomm Snapdragon 8 Gen 3

QCOM · HARDWARE
Qualcomm Snapdragon 8 Gen 3

No editorial image yet — generic vendor mark shown. Credentials in spec table below.

Flagship Android SoC. Hexagon NPU at 45 TOPS INT8. First mainstream phone NPU to run 7B-class models on-device via Qualcomm AI Hub + ONNX Runtime Mobile.

Released 2023·77 GB/s memory bandwidth
▼ CHECK CURRENT PRICE· 1 retailer
Qualcomm Snapdragon 8 Gen 3
Check on Amazon→

Affiliate disclosure: as an Amazon Associate and partner of other retailers, we earn from qualifying purchases. The verdict on this page is our editorial opinion; affiliate links never influence what we recommend.

RUNLOCALAI SCORE
See full leaderboard →
179/ 1000
DD-tier
Estimated
Throughput
18/ 500
VRAM-fit
80/ 200
Ecosystem
60/ 200
Efficiency
98/ 100

Sub-scores sum to 256 / 1000. Headline = 256 × 0.70 (Estimated-confidence discount) = 179. This is an algorithmic performance-tier score — distinct from, and often lower than, the editorial “Our verdict” below, which weighs value and real-world fit (especially for hardware we haven’t measured yet). How scoring works →

Extrapolated from 76.8 GB/s bandwidth — 6.1 tok/s estimated. No measured benchmarks yet.

WORKLOAD FIT
Try other hardware →

Plain-English: Doesn't fit modern chat models usefully.

7B chat△
Marginal
14B chat△
Marginal
32B chat✗
Doesn't fit
70B chat✗
Doesn't fit
Coding agent△
Marginal
Vision (≤8B VLM)△
Marginal
Long context (32K)✗
Doesn't fit
✓Comfortable — fits with headroom
~Tight — works, no slack
△Marginal — needs aggressive quant
✗Doesn't fit usefully

Verdicts extrapolated from catalog VRAM + bandwidth + ecosystem flags. Hover any chip for the rationale. Want measured numbers? Submit your own run with runlocalai-bench --submit.

BLK · VERDICT

Our verdict

OP · Fredoline Eruo|VERIFIED JUN 18, 2026
4.5/10

What it does well

The Qualcomm Snapdragon 8 Gen 3 is the 2024 flagship Android phone SoC, prior generation to Snapdragon 8 Elite. 1× Cortex-X4 + 5× Cortex-A720 + 2× Cortex-A520 CPU + Adreno 750 GPU + dedicated Hexagon NPU rated at 45 TOPS. Shipped in 2024 flagship Android phones — Samsung Galaxy S24 Ultra, OnePlus 12, Xiaomi 14 Pro, ASUS ROG Phone 8 at $899-$1,399 retail. The chip established the on-device AI feature template that 8 Elite refined: Google Gemini Nano integration, Samsung Galaxy AI, OEM-specific transformer-based features. Used phones with 8 Gen 3 in 2026 are excellent value at $400-$700 — the AI capability is essentially identical to 8 Elite for typical on-device features.

Where it breaks

  • Architecture is one generation behind 8 Elite. Same NPU TOPS rating but lower CPU + GPU peak performance. For non-AI phone use, 8 Gen 3 vs 8 Elite is meaningful; for on-device AI features specifically, the gap is small.
  • All the standard phone SoC limitations apply — phone form factor, sandboxed runtime, no proper development workflow.
  • Memory ceiling at 12-16 GB.
  • End-of-feature-support window approaching. Phone SoCs typically get 3-5 years of OEM software support; 8 Gen 3 is 2 years into that window in 2026.

Ideal model range

  • Sweet spot: Sub-3B class on-device inference. Same as 8 Elite for typical features.
  • Sweet spot: Used Android phones with 8 Gen 3 at $400-$700 in 2026 — value pick for AI-curious phone buyers.
  • Bad fit: Same as all phone SoCs — phones aren't AI development hardware.

Verdict

Buy a phone with Snapdragon 8 Gen 3 for the value used phone use case in 2026 — the on-device AI features (Gemini Nano, Samsung Galaxy AI) work essentially identically to 8 Elite at meaningfully lower price.

Skip this if you want current-gen phone silicon (Snapdragon 8 Elite), or you're shopping for AI development hardware (wrong tier entirely).

How it compares

  • vs Snapdragon 8 Elite → 8 Elite has higher CPU + GPU peak performance + identical NPU TOPS at +$200-500 in flagship phone pricing. For AI features specifically, the gap is small.
  • vs Apple A17 Pro → A17 Pro is the 2023 iPhone 15 Pro chip — similar generation. Apple Intelligence vs Google Gemini Nano + Samsung Galaxy AI ecosystem differences.
  • vs Google Tensor G4 → Google's 2024 Pixel SoC with deep Gemini Nano integration.
BLK · OVERVIEW

Overview

Flagship Android SoC. Hexagon NPU at 45 TOPS INT8. First mainstream phone NPU to run 7B-class models on-device via Qualcomm AI Hub + ONNX Runtime Mobile.

Retailers we'd check:Amazon

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Featured in this stack

The L3 execution stacks that pick this hardware as a recommended component, with the one-line note explaining the role it plays in each.

  • Stack · L3·Homelab tier·Role: Mid-tier 2023 flagship (still production-viable)
    Android on-device AI stack — Phi-3.5 Mini / Llama 3.2 3B via MLC LLM or Qualcomm AI Hub

    Snapdragon 8 Gen 3 Hexagon NPU at 45 TOPS INT8 + 12GB+ RAM. The first widely-shipped Android NPU that runs 7B-class models on-device. Most Pixel 8 / Galaxy S24 deployments use this tier.

BLK · SPECS

Specs

VRAM0 GB
System RAM (typical)12 GB
Power draw (peak)5 W
Released2023
Backends

Frequently asked

Does Qualcomm Snapdragon 8 Gen 3 support CUDA?

Qualcomm Snapdragon 8 Gen 3 does not support CUDA. Use Vulkan-compatible tools (llama.cpp Vulkan backend) or check vendor-specific runtimes.

Where next?

Buyer guides
  • Best GPU for local AI →
  • Best laptop for local AI →
  • Best Mac for local AI →
  • Best used GPU for local AI →
Troubleshooting
  • CUDA out of memory →
  • Ollama running slowly →
  • ROCm not detected →
  • Model keeps crashing →

Reviewed by RunLocalAI Editorial. See our editorial policy for how we research and verify hardware specifications.

Compare alternatives

Hardware worth comparing

The closest alternatives by price, memory bandwidth, and form factor, plus a step up and down — so you can frame the buying decision against real options.

Closest matches
Similar price, bandwidth & form factor
  • Google Tensor G4
    google · 60 GB/s
    4.8/10
  • Apple A18 Pro
    apple · 60 GB/s
    5.0/10
  • Apple A17 Pro
    apple · 51 GB/s
    4.7/10
  • AMD Ryzen AI 9 HX 370 (Strix Point)
    amd · 90 GB/s
    3.9/10
  • Apple M4 (iPad Pro)
    apple · 120 GB/s
    5.0/10
  • Qualcomm Snapdragon 8 Elite
    qualcomm · 90 GB/s
    5.3/10
Step up
More capable — more memory or a higher tier
  • Apple M4 Pro
    apple · 273 GB/s
    10.0/10
  • Apple M2 Max
    apple · 400 GB/s
    9.7/10
  • Apple M1 Max
    apple · 400 GB/s
    8.9/10
Step down
Lighter — cheaper or more constrained
  • AMD Ryzen AI 9 HX 370 (Strix Point)
    amd · 90 GB/s
    3.9/10
  • Intel Core Ultra 7 258V (Lunar Lake)
    intel · 136 GB/s
    3.8/10
  • AMD Radeon 780M (Phoenix iGPU)
    amd · 89 GB/s
    2.1/10