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Apple / unified

Apple M5 Ultra

512 GB decides what fits. 1200 GB/s decides how fast it runs once it does.

Computed for 512 GB, the largest configuration. The Apple M5 Ultra is also sold with 96 or 256 GB, and what fits changes with it.

Run it with 96 GB →Run it with 256 GB →

Open in the calculator →

Quick answer
The Apple M5 Ultra fits 304 of 320 sized models entirely in its 512 GB; the largest widely used one is Hy4-preview (466.2 GB at Q4_K_M). Memory decides what fits; its 1200 GB/s of bandwidth decides how fast it answers.

At 8,192 tokens of context with the whole model in device memory. Speeds are estimates from memory bandwidth, not benchmarks run on this card.

Apple M5 Ultra · 512 GB · 1200 GB/s · Q4_K_M where published · 8,192 tokensSpecificationpublished dataDecode speedestimate

304 of 320 fit entirely

304 of the 320 models the engine can size fit entirely in device memory at Q4_K_M where it is published, otherwise the nearest published format, and 8,192 tokens. Unified memory is one pool, so there is no second memory tier to spill into; the remaining 16 do not run at this context.

95%of the models the engine can size fit entirely
512GB of device memory
1200GB/s memory bandwidth
0run with system memory
16do not run at 8,192 tokens

Featured models · Q4_K_M at 8,192 tokens, including offload

ModelNeedsVerdictDecodeCalculator
Qwen3.5-2B2.3B parameters2.32 GBfits~147 tok/sOpen →
NVIDIA-Nemotron-3-Nano-4B-BF164.0B parameters3.46 GBfits~124 tok/sOpen →
Qwen3-VL-8B-Instruct8.8B parameters7.04 GBfits~92 tok/sOpen →
Qwen3.5-9B9.7B parameters7.05 GBfits~100 tok/sOpen →
gemma-4-12B-it12B parameters9.54 GBfits~77 tok/sOpen →
gpt-oss-20b21B parameters13.8 GBfits~126 tok/sOpen →
Qwen3.8-27B28B parameters18.6 GBfits~53 tok/sOpen →
Qwen3.6-27B28B parameters18.6 GBfits~53 tok/sOpen →
Kimi-Linear-48B-A3B-Instruct49B parameters30.4 GBfits~136 tok/sOpen →
Qwen3.8-Flash-Next180B parameters111.6 GBfits~113 tok/sOpen →
DeepSeek-V4-Flash-Vision-Exp305B parameters188.1 GBfits~64 tok/sOpen →
GLM-5.3-Flash321B parameters198.3 GBfits~71 tok/sOpen →

These examples are selected from prominent labs using the catalogue’s latest Hugging Face 30-day downloads and repository-creation freshness signal, with newer releases guaranteed a place. Offloaded rows assume 32 GB of system RAM, and a speed is only shown for a row that runs. Fitting in memory is not the same as loading: whether the runtime and version you have supports each architecture and format on this machine has not been tested here. Each “Open” link carries the same model, format, context and RAM into the calculator.

Fits entirely in Apple M5 Ultra (M5 Ultra 36-core CPU / 80-core GPU, 512 GB) memory — 304 of 320 sized models

Every model that fitswhole model resident · offload off

The most demanding model that fits is Hy4-preview at Q4_K_M: 466.2 GB of the 512 GB, leaving 45.8 GB spare.

Fully resident at 8,192 tokens (or the model’s own maximum, where that is shorter), offload off, at 1200 GB/s. Each row is a run of the engine for this configuration; the rows start with current, prominent releases and “fits” is memory, not a tested runtime. Older or less prominent models remain available through this search and “Show all”.

Showing 40 of 304 models that fit.

ModelFormatNeedsSpareDecodeDownloads / 30dCalculator
GLM-5.3-FlashNEWzai-org · 321B paramsQ4_K_M198.3 GB313.7 GB~71 tok/s5.4MOpen →
Qwen3.8-27BQwen · 28B paramsQ4_K_M18.6 GB493.4 GB~53 tok/s6.9MOpen →
DeepSeek-V4-Flash-0731DeepSeek · 304B paramsQ4_K_M187.5 GB324.5 GB~64 tok/s4.5MOpen →
GLM-5.3NEWzai-org · 753B paramsQ4_K_M448.1 GB63.9 GB~37 tok/s1.4MOpen →
Qwen3.8-Flash-NextNEWQwen · 180B paramsQ4_K_M111.6 GB400.4 GB~113 tok/s1.4MOpen →
gemma-4-26B-A4B-itGoogle · 26B paramsQ4_K_M16.8 GB495.2 GB~124 tok/s13MOpen →
DeepSeek-V4-Flash-Vision-ExpNEWDeepSeek · 305B paramsQ4_K_M188.1 GB323.9 GB~64 tok/s915.3KOpen →
gemma-4-31B-itGoogle · 31B paramsQ4_K_M22.2 GB489.8 GB~42 tok/s9.9MOpen →
DeepSeek-V4.1-FlashNEWDeepSeek · 552B paramsQ4_K_M449.4 GB62.6 GB~56 tok/s787.8KOpen →
Qwen3.5-9BQwen · 9.7B paramsQ4_K_M7.05 GB505.0 GB~100 tok/s9MOpen →
Qwen3.5-4BQwen · 4.7B paramsQ4_K_M3.98 GB508.0 GB~124 tok/s7.8MOpen →
Qwen3.6-35B-A3BQwen · 36B paramsQ4_K_M23.1 GB488.9 GB~136 tok/s3.3MOpen →
gemma-4-12B-itGoogle · 12B paramsQ4_K_M9.54 GB502.5 GB~77 tok/s1.9MOpen →
Inkling-Smallthinkingmachines · 266B paramsQ4_K_M165.5 GB346.5 GB~83 tok/s657.4KOpen →
Qwen3.6-27BQwen · 28B paramsQ4_K_M18.6 GB493.4 GB~53 tok/s2.5MOpen →
Qwen3.5-2BQwen · 2.3B paramsQ4_K_M2.32 GB509.7 GB~147 tok/s4.9MOpen →
gemma-4-E4B-itGoogle · 8.0B paramsQ4_K_M5.86 GB506.1 GB~119 tok/s4.4MOpen →
NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16NVIDIA · 32B paramsQ4_K_M20.3 GB491.7 GB~43 tok/s530KOpen →
NVIDIA-Nemotron-3-Nano-4B-BF16NVIDIA · 4.0B paramsQ4_K_M3.46 GB508.5 GB~124 tok/s3.4MOpen →
gemma-4-E2B-itGoogle · 5.1B paramsQ4_K_M4.02 GB508.0 GB~149 tok/s3MOpen →
GLM-5.2zai-org · 753B paramsQ4_K_M448.1 GB63.9 GB~37 tok/s705.8KOpen →
Qwen3.5-0.8BQwen · 873M paramsQ4_K_M1.46 GB510.5 GB~162 tok/s2.6MOpen →
DeepSeek-V4-FlashDeepSeek · 284B paramsQ4_K_M175.9 GB336.1 GB~64 tok/s1.1MOpen →
Qwen3-VL-8B-InstructQwen · 8.8B paramsQ4_K_M7.04 GB505.0 GB~92 tok/s14.6MOpen →
MiniMax-M2.7MiniMaxAI · 229B paramsQ4_K_M141.2 GB370.8 GB~75 tok/s1.1MOpen →
Qwen3.5-27BQwen · 28B paramsQ4_K_M18.6 GB493.4 GB~53 tok/s1.9MOpen →
North-Micro-Vision-InstructCohereLabs · 2.5B paramsQ4_K_M2.99 GB509.0 GB~136 tok/s180.7KOpen →
Hy3Tencent · 299B paramsQ4_K_M181.2 GB330.8 GB~55 tok/s304.9KOpen →
Qwen3.5-35B-A3BQwen · 36B paramsQ4_K_M23.1 GB488.9 GB~136 tok/s1.6MOpen →
NVIDIA-Nemotron-3-Super-120B-A12B-BF16NVIDIA · 124B paramsQ4_K_M76.9 GB435.1 GB~14 tok/sAbout reading pace1.2MOpen →
NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16NVIDIA · 561B paramsQ4_K_M345.4 GB166.6 GB~3.2 tok/sSlow358KOpen →
granite-4.2-8bIBM · 8.8B paramsQ4_K_M7.49 GB504.5 GB~87 tok/s128.4KOpen →
DeepSeek-V3.2DeepSeek · 685B paramsQ4_K_M422.2 GB89.8 GB~40 tok/s3.6MOpen →
GLM-4.7-Flashzai-org · 31B paramsQ4_K_M20.4 GB491.6 GB~43 tok/s1.8MOpen →
granite-4.1-3bIBM · 3.4B paramsQ4_K_M3.72 GB508.3 GB~123 tok/s521.8KOpen →
LFM2.5-2.6BLiquidAI · 2.7B paramsQ4_K_M2.61 GB509.4 GB~138 tok/s108.1KOpen →
MiMo-V2.6-Flash-RLNEWXiaomiMiMo · 309B paramsQ4_K_M192.2 GB319.8 GB~70 tok/s48.6KOpen →
MiniMax-M3MiniMaxAI · 427B paramsQ4_K_M264.0 GB248.0 GB~50 tok/s177.2KOpen →
MiMo-V2.5XiaomiMiMo · 311B paramsQ4_K_M192.2 GB319.8 GB~70 tok/s245.2KOpen →
Qwen3-VL-4B-InstructQwen · 4.4B paramsQ4_K_M4.72 GB507.3 GB~111 tok/s3.5MOpen →

Sized at the format most people actually download, not at FP16. The catalogue ordered by downloads →

Under the hood

The specification behind every figure

What the manufacturer publishes for this device, and the pages it was read from.

Manufacturer specification

Memory scopeunified-system
Capacity512 GB
Published options96 GB, 256 GB, 512 GB
Bandwidth1200 GB/s
Memory typeunified memory
Bus widthNot published
FP32 peakNot published
Dense matrix peakNot published without sparsity
PowerNot published

Source ledger

Caveats

  • The flat bandwidth/capacity fields are maxima; configurations preserve Apple's exact CPU/GPU and bandwidth/capacity groupings. No VRAM capacity is claimed.

Official configurations

ConfigurationGPU coresMemoryBandwidth
M5 Ultra 30-core CPU / 64-core GPU6496 GB1200 GB/s
M5 Ultra 36-core CPU / 80-core GPU80256 / 512 GB1200 GB/s

Published capacity is a hardware ceiling, not guaranteed free runtime memory. The calculator shows the runtime reserve separately rather than folding it into a single number.

Run the diagnostic on the Apple M5 Ultra →
llmbottleneck
catalogue 2026-10-03models 327devices 135