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Gemma 4 26B

by Google · gemma-4 family

26B

parameters

text-generation code-generation reasoning multilingual vision tool-use math

Gemma 4 26B is a Mixture-of-Experts model with 26B total parameters but only 3.8B active per token, giving it exceptional efficiency. It ranks #6 on Arena AI among open models and scores 88.3% on AIME 2026 — remarkable for its active parameter count. The MoE architecture means it fits in ~20 GB VRAM at Q4 while delivering reasoning quality that rivals much larger dense models. Supports 256K context with native vision and tool use.

Quick Start with Ollama

ollama run 26b-a4b-it-q4_K_M
Resources Ollama Hugging Face Official Page
Creator Google
Parameters 26B
Architecture transformer-decoder
Context 256K tokens
Released Apr 2, 2026
License Apache 2.0
Ollama gemma4:26b

Quantization Options

Format File Size VRAM Required Quality Ollama Tag
Q4_K_M rec 18 GB 20 GB 26b-a4b-it-q4_K_M
Q8_0 28 GB 30 GB 26b-a4b-it-q8_0

Compatible Hardware

Q4_K_M requires 20 GB VRAM

Compatible Hardware

HardwareVRAMTypeFitEst. Speed
Mac Studio M4 Ultra 512GB512 GBmacRuns~41 tok/s
Mac Pro M2 Ultra 192GB192 GBmacRuns~40 tok/s
Mac Studio M4 Ultra 192GB192 GBmacRuns~41 tok/s
Mac Studio M4 Max 128GB128 GBmacRuns~27 tok/s
MacBook Pro M4 Max 128GB128 GBmacRuns~27 tok/s
MacBook Pro M5 Max 128GB128 GBmacRuns~27 tok/s
NVIDIA RTX PRO 6000 Blackwell96 GBgpuRuns~96 tok/s
MacBook Pro M3 Max 96GB96 GBmacRuns~20 tok/s
Mac mini M4 Pro 64GB64 GBmacRuns~14 tok/s
Mac Studio M4 Max 64GB64 GBmacRuns~27 tok/s
MacBook Pro M4 Max 64GB64 GBmacRuns~27 tok/s
MacBook Pro M5 Max 64GB64 GBmacRuns~27 tok/s
NVIDIA RTX 6000 Ada Generation48 GBgpuRuns~48 tok/s
NVIDIA RTX A600048 GBgpuRuns~38 tok/s
NVIDIA RTX PRO 5000 Blackwell48 GBgpuRuns~48 tok/s
Mac mini M4 Pro 48GB48 GBmacRuns~14 tok/s
MacBook Pro M3 Max 48GB48 GBmacRuns~20 tok/s
MacBook Pro M4 Max 48GB48 GBmacRuns~27 tok/s
MacBook Pro M4 Pro 48GB48 GBmacRuns~14 tok/s
MacBook Pro M5 Max 48GB48 GBmacRuns~21 tok/s
MacBook Pro M5 Pro 48GB48 GBmacRuns~14 tok/s
Mac Studio M4 Max 36GB36 GBmacRuns~27 tok/s
MacBook Pro M3 Pro 36GB36 GBmacRuns~8 tok/s
MacBook Pro M5 Max 36GB36 GBmacRuns~21 tok/s
NVIDIA RTX 5000 Ada Generation32 GBgpuRuns~36 tok/s
NVIDIA GeForce RTX 509032 GBgpuRuns~90 tok/s
iMac M4 32GB32 GBmacRuns~6 tok/s
Mac mini M4 32GB32 GBmacRuns~6 tok/s
MacBook Air M4 32GB32 GBmacRuns~6 tok/s
MacBook Air M5 32GB32 GBmacRuns~6 tok/s
MacBook Pro M5 32GB32 GBmacRuns~6 tok/s
AMD Radeon RX 7900 XTX24 GBgpuRuns~48 tok/s
NVIDIA GeForce RTX 309024 GBgpuRuns~47 tok/s
NVIDIA GeForce RTX 3090 Ti24 GBgpuRuns~50 tok/s
NVIDIA GeForce RTX 409024 GBgpuRuns~50 tok/s
NVIDIA RTX A500024 GBgpuRuns~38 tok/s
iMac M3 24GB24 GBmacRuns~5 tok/s
Mac mini M2 24GB24 GBmacRuns~5 tok/s
Mac mini M4 Pro 24GB24 GBmacRuns~14 tok/s
MacBook Air M2 24GB24 GBmacRuns~5 tok/s
MacBook Air M4 24GB24 GBmacRuns~6 tok/s
MacBook Air M5 24GB24 GBmacRuns~6 tok/s
MacBook Pro M4 Pro 24GB24 GBmacRuns~14 tok/s
MacBook Pro M5 24GB24 GBmacRuns~6 tok/s
MacBook Pro M5 Pro 24GB24 GBmacRuns~14 tok/s
AMD Radeon RX 7900 XT20 GBgpuCPU Offload~12 tok/s
NVIDIA RTX 4000 Ada Generation20 GBgpuCPU Offload~5 tok/s
MacBook Pro M3 Pro 18GB18 GBmacCPU Offload~2 tok/s
AMD Radeon RX 6900 XT16 GBgpuCPU Offload~8 tok/s
AMD Radeon RX 6800 XT16 GBgpuCPU Offload~8 tok/s
AMD Radeon RX 7800 XT16 GBgpuCPU Offload~9 tok/s
AMD Radeon RX 9060 XT 16GB16 GBgpuCPU Offload~8 tok/s
AMD Radeon RX 9070 XT16 GBgpuCPU Offload~10 tok/s
AMD Radeon RX 907016 GBgpuCPU Offload~8 tok/s
Intel Arc A77016 GBgpuCPU Offload~8 tok/s
NVIDIA GeForce RTX 4060 Ti 16GB16 GBgpuCPU Offload~4 tok/s
NVIDIA GeForce RTX 4070 Ti Super16 GBgpuCPU Offload~10 tok/s
NVIDIA GeForce RTX 4080 Super16 GBgpuCPU Offload~11 tok/s
NVIDIA GeForce RTX 408016 GBgpuCPU Offload~11 tok/s
NVIDIA GeForce RTX 5060 Ti 16GB16 GBgpuCPU Offload~7 tok/s
NVIDIA GeForce RTX 5070 Ti16 GBgpuCPU Offload~14 tok/s
NVIDIA GeForce RTX 508016 GBgpuCPU Offload~14 tok/s
NVIDIA RTX A400016 GBgpuCPU Offload~7 tok/s
iMac M1 16GB16 GBmacCPU Offload~1 tok/s
iMac M4 16GB16 GBmacCPU Offload~2 tok/s
Mac mini M1 16GB16 GBmacCPU Offload~1 tok/s
Mac mini M4 16GB16 GBmacCPU Offload~2 tok/s
MacBook Air M2 16GB16 GBmacCPU Offload~2 tok/s
MacBook Air M3 16GB16 GBmacCPU Offload~2 tok/s
MacBook Air M4 16GB16 GBmacCPU Offload~2 tok/s
MacBook Air M5 16GB16 GBmacCPU Offload~2 tok/s
MacBook Pro M1 16GB16 GBmacCPU Offload~1 tok/s
MacBook Pro M2 Pro 16GB16 GBmacCPU Offload~3 tok/s
MacBook Pro M5 16GB16 GBmacCPU Offload~2 tok/s
33 hardware device(s) cannot run this model at Q4_K_M.

Benchmark Scores

88.3
aime2026
77.1
livecodebench