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Editorial ranking · 2026

Best local LLM for mac 96gb

Top 8 open-source picks for mac 96gb, ranked by benchmark performance and real-world fit. Updated monthly.

#1

Qwen 3 30B-A3B

30B · Alibaba · Apache 2.0

Alibaba's Qwen 3 MoE with 30B total and just 3B active parameters, supporting hybrid thinking mode. MMLU 81.4, AIME24 80.4, 100+ languages, Apache 2.0.

VRAM Q4: 19 GB · Context: 128k
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#2

Granite 4.0 H-Small 32B-A9B

32B · IBM · Apache 2.0

IBM's hybrid Mamba-2 + MoE model with 32B total and 9B active parameters, engineered to slash long-context memory use by roughly 70% versus comparable transformers under Apache 2.0.

VRAM Q4: 19 GB · Context: 125k
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#3

Qwen 3 VL 30B-A3B

30B · Alibaba · Apache 2.0

Qwen 3 VL's sweet spot: a 30B MoE with 3B active parameters and 256k context. Delivers most of the 235B's quality at a fraction of the hardware cost.

VRAM Q4: 19 GB · Context: 256k
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#4

Kanana 2 30B-A3B Thinking

30B · Kakao · Apache 2.0

Kakao's agentic 30B MoE (3B active) with native hybrid thinking and Korean-first training. Apache 2.0 with MLA attention and 131k context.

VRAM Q4: 18 GB · Context: 128k
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#5

Qwen 3 Omni 30B-A3B

30B · Alibaba · Apache 2.0

Alibaba's omni-modal 30B MoE (3B active) with streaming speech, 119-language ASR, and Apache 2.0 licensing. The most accessible truly omnimodal open model.

VRAM Q4: 19 GB · Context: 128k
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#6

Nemotron Nano 3 30B-A3B

30B · NVIDIA · NVIDIA Open Model License

NVIDIA's Mamba-2 + Transformer hybrid MoE with 3B active out of 30B total parameters. A native 1M-token context with roughly 4× the throughput of Nemotron 2.

VRAM Q4: 19 GB · Context: 976k
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#7

Nemotron 3 Nano Omni 30B-A3B

30B · NVIDIA · NVIDIA Open Model License

NVIDIA's omnimodal MoE: 30B total / 3B active, handling text, image, audio, and video in 256k context. Hybrid Mamba2-MoE architecture delivers 9x the throughput of competing open omni models. Released April 2026.

VRAM Q4: 21 GB · Context: 250k
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#8

Nemotron Cascade 2 30B-A3B

30B · NVIDIA · NVIDIA Open Model License

NVIDIA's 30B MoE (3B active) with both thinking and instruct modes. Earned IMO 2025 and IOI 2025 gold medals — 30B-class reasoning at 3B-active inference speed. Released April 2026.

VRAM Q4: 17 GB · Context: 125k
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