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qwen3-235b-a22b-t48-c8k:latest

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 2, 2026 · Intel Xeon® E5-4620 0

yi-coder:9b

OLLAMA GGUF

llama · 8.8B · Q4_0

Good

Mar 6, 2026 · Apple M4

Global Score
43 vs 70
Hardware Fit
28 vs 89
Quality Score
49 vs 62

Hardware

qwen3-235b-a22b-t4… yi-coder:9b
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… yi-coder:9b
Tokens/sec0.719.4
First chunk6361 ms287 ms
TTFT6.4 s287 ms
Load time0.9 s0.7 s
Memory usage134.2 GB9.6 GB
Memory %52%30%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed
1/50
TTFT
3/20
Memory
24/30

yi-coder:9b

Speed
39/50
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

yi-coder:9b

Reasoning
12/20
Coding
16/20
Instruction
13/20
Structured
7/15
Math
7/15
Multilingual
7/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Weak Math: Weak Multilingual: Adequate

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest