qwen3-235b-a22b-t48-c8k:latest
OLLAMA GGUFqwen3moe · 235.1B · Q4_K_M
Aug 2, 2026 · Intel Xeon® E5-4620 0
mlx-community/Nanbeige4.1-3B-8bit
LM-STUDIO GGUFMar 5, 2026 · Apple M4
Global Score
43 vs 53
Hardware Fit
28 vs 99
Quality Score
49 vs 33
Hardware
qwen3-235b-a22b-t4… mlx-community/Nanb…
MachineDell Inc. PowerEdge R820MacBook Air
CPUIntel Xeon® E5-4620 0Apple M4
Cores6410
RAM256 GB32 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterApple M4
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 26.3
Archx64arm64
Power Modebalancedbalanced
Performance
qwen3-235b-a22b-t4… mlx-community/Nanb…
Tokens/sec0.725.4
First chunk6361 ms266 ms
TTFT6.4 s266 ms
Load time0.9 sN/A
Memory usage134.2 GB0.0 GB
Memory %52%0%
HW Fit Score Breakdown
qwen3-235b-a22b-t48-c8k…
Speed
1/50
TTFT
3/20
Memory
24/30
mlx-community/Nanbeige4…
Speed
49/50
TTFT
20/20
Memory
30/30
Quality
qwen3-235b-a22b-t48-c8k…
Reasoning
19/20
Coding
2/20
Instruction
4/20
Structured
2/15
Math
13/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Strong
mlx-community/Nanbeige4…
Reasoning
10/20
Coding
7/20
Instruction
1/20
Structured
1/15
Math
11/15
Multilingual
3/10
Reasoning: Adequate Coding: Weak Instruction Following: Poor Structured Output: Poor Math: Adequate Multilingual: Weak
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest