Hardware guide · Phi-4
What hardware do you need to run Phi-4-mini-reasoning?
Phi-4-mini-reasoning needs about 3.6 GB to run at Q4_K_M, so the lightest hardware that runs it is iPhone 15 Pro. 40 of 40 devices tested can run it.
- Needs (Q4_K_M)
- ~3.6 GB
- Devices that run it
- 40
- Too small
- 0
- Lightest that runs it
- ~4.5 GB
Recommended Q4_K_M
Runs at Q4_K_M using ~3.6 GB of ~5 GB usable.
What kind of hardware runs Phi-4-mini-reasoning
Of the 40 devices that run it, here is the split by hardware class.
9 discrete GPUs 14 Macs 3 laptops 14 phones
Hardware that runs Phi-4-mini-reasoning
Ranked by usable memory, lightest first. Prices are approximate street prices for the device itself (a GPU is the card alone; a Mac is the whole machine). Tok/s is a bandwidth estimate; see methodology.
Compatible devices 40 total
- TightiPhone 15 Pro from $999~4.5 GB usable · uses ~3.6 GB · ~11 tok/s est.
- TightiPhone 16 from $799~4.5 GB usable · uses ~3.6 GB · ~13 tok/s est.
- TightiPhone 16 Pro from $999~4.5 GB usable · uses ~3.6 GB · ~13 tok/s est.
- TightGeneric Android Phone (8GB RAM)~4.5 GB usable · uses ~3.6 GB
- TightiPhone 17 from $799~4.5 GB usable · uses ~3.6 GB · ~15 tok/s est.
- Yes8GB RAM Laptop (CPU/iGPU only) from $350~5 GB usable · uses ~3.6 GB · ~19 tok/s est.
- YesApple M1 (8GB) from $999~5.5 GB usable · uses ~3.6 GB · ~24 tok/s est.
- YesiPhone 17 Pro from $1,099~8 GB usable · uses ~3.6 GB · ~17 tok/s est.
- YesiPhone Air from $999~8 GB usable · uses ~3.6 GB · ~17 tok/s est.
- YesSamsung Galaxy S24 Ultra from $1,299~8.5 GB usable · uses ~3.6 GB · ~17 tok/s est.
- YesGeneric Android Phone (12GB RAM)~8.5 GB usable · uses ~3.6 GB
- YesApple M2 (16GB) from $1,199~10.5 GB usable · uses ~3.6 GB · ~34 tok/s est.
- YesApple M4 (16GB) from $999~10.5 GB usable · uses ~3.6 GB · ~41 tok/s est.
- YesGoogle Pixel 9 Pro from $999~10.5 GB usable · uses ~3.6 GB · ~15 tok/s est.
- YesApple M5 (16GB) from $1,099~10.5 GB usable · uses ~3.6 GB · ~53 tok/s est.
- YesGoogle Pixel 10 Pro from $999~10.5 GB usable · uses ~3.6 GB · ~15 tok/s est.
- YesNvidia GeForce RTX 3060 (12GB) from $329~11 GB usable · uses ~3.6 GB · ~101 tok/s est.
- YesNvidia GeForce RTX 4070 (12GB) from $599~11 GB usable · uses ~3.6 GB · ~141 tok/s est.
- YesApple M3 Pro (18GB) from $1,299~12 GB usable · uses ~3.6 GB · ~34 tok/s est.
- Yes16GB RAM Laptop (CPU/iGPU only) from $750~12 GB usable · uses ~3.6 GB · ~19 tok/s est.
- YesiPad Pro M4 (16GB, 1TB/2TB config) from $1,599~12 GB usable · uses ~3.6 GB · ~26 tok/s est.
- YesSamsung Galaxy S25 Ultra (16GB, 1TB config only) from $1,619~12 GB usable · uses ~3.6 GB · ~18 tok/s est.
- YesSamsung Galaxy S26 Ultra (16GB, 1TB config) from $1,299~12 GB usable · uses ~3.6 GB · ~18 tok/s est.
- YesNvidia GeForce RTX 4060 Ti (16GB) from $499~15 GB usable · uses ~3.6 GB · ~81 tok/s est.
- YesNvidia GeForce RTX 4080 (16GB) from $1,199~15 GB usable · uses ~3.6 GB · ~201 tok/s est.
- YesApple M4 (24GB) from $1,299~16 GB usable · uses ~3.6 GB · ~41 tok/s est.
- YesApple M4 Pro (24GB) from $1,999~16 GB usable · uses ~3.6 GB · ~94 tok/s est.
- YesApple M5 (32GB) from $1,299~21 GB usable · uses ~3.6 GB · ~53 tok/s est.
- YesNvidia GeForce RTX 4090 (24GB) from $1,599~23 GB usable · uses ~3.6 GB · ~282 tok/s est.
- YesNvidia GeForce RTX 3090 (24GB) from $1,499~23 GB usable · uses ~3.6 GB · ~262 tok/s est.
- YesAMD Radeon RX 7900 XTX (24GB) from $999~23 GB usable · uses ~3.6 GB · ~269 tok/s est.
- Yes32GB RAM Laptop (CPU/iGPU only) from $1,100~28 GB usable · uses ~3.6 GB · ~19 tok/s est.
- YesNvidia GeForce RTX 5090 (32GB) from $1,999~31 GB usable · uses ~3.6 GB · ~502 tok/s est.
- YesApple M4 Pro (48GB) from $2,399~32 GB usable · uses ~3.6 GB · ~94 tok/s est.
- YesApple M5 Pro (48GB) from $2,199~32 GB usable · uses ~3.6 GB · ~106 tok/s est.
- YesApple M4 Max (64GB) from $3,499~48 GB usable · uses ~3.6 GB · ~188 tok/s est.
- YesApple M4 Max (128GB) from $3,499~96 GB usable · uses ~3.6 GB · ~188 tok/s est.
- YesAMD Ryzen AI Halo (128GB) from $3,999~96 GB usable · uses ~3.6 GB · ~72 tok/s est.
- YesApple M5 Max (128GB) from $3,599~96 GB usable · uses ~3.6 GB · ~212 tok/s est.
- YesApple M3 Ultra (256GB) from $3,999~192 GB usable · uses ~3.6 GB · ~282 tok/s est.
See the full Phi-4-mini-reasoning memory breakdown, or compare it against other models.
Sources
Memory at Q4_K_M (3.6 GB = 2.32 GB weights + KV cache + overhead), validated 2026-08-03. See methodology.