qwen3-235b-a22b-t48-c8k:latest
OLLAMA GGUFqwen3moe · 235.1B · Q4_K_M
Aug 2, 2026 · Intel Xeon® E5-4620 0
hf.co/bloomer010/Ling-3.0-tiny-GGUF:Q8_0
OLLAMA GGUFbailingmoe3 · 7.89B · unknown
Aug 23, 2026 · Apple M1 Pro
Global Score
43 vs 68
Hardware Fit
28 vs 94
Quality Score
49 vs 57
Hardware
qwen3-235b-a22b-t4… hf.co/bloomer010/L…
MachineDell Inc. PowerEdge R820MacBook Pro
CPUIntel Xeon® E5-4620 0Apple M1 Pro
Cores6410
RAM256 GB16 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterApple M1 Pro
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 26.6.2
Archx64arm64
Power Modebalancedbalanced
Performance
qwen3-235b-a22b-t4… hf.co/bloomer010/L…
Tokens/sec0.758.4
First chunk6361 ms220 ms
TTFT6.4 s220 ms
Load time0.9 s0.0 s
Memory usage134.2 GB8.4 GB
Memory %52%53%
HW Fit Score Breakdown
qwen3-235b-a22b-t48-c8k…
Speed
1/50
TTFT
3/20
Memory
24/30
hf.co/bloomer010/Ling-3…
Speed
50/50
TTFT
20/20
Memory
24/30
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
hf.co/bloomer010/Ling-3…
Reasoning
19/20
Coding
17/20
Instruction
3/20
Structured
1/15
Math
15/15
Multilingual
2/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor
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