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

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

Global Score
61 vs 87
Hardware Fit
31 vs 100
Quality Score
74 vs 82

Hardware

qwen3-235b-a22b-t4… Ling-3.0-tiny-IQ4_…
MachineDell Inc. PowerEdge R820ASUSTeK COMPUTER INC. GL702VMK
CPUIntel Xeon® E5-4650 v2Intel Core™ i7-7700HQ
Cores808
RAM256 GB16 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterNVIDIA GeForce GTX 1060
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Microsoft Windows 11 Home 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

qwen3-235b-a22b-t4… Ling-3.0-tiny-IQ4_…
Tokens/sec1.724.7
First chunk3351 ms283 ms
TTFT3.4 s283 ms
Load time0.0 s45.8 s
Memory usage134.2 GB4.3 GB
Memory %52%27%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed
1/50
TTFT
6/20
Memory
24/30

Ling-3.0-tiny-IQ4_XS:la…

Speed
50/50
TTFT
20/20
Memory
30/30

Quality

qwen3-235b-a22b-t48-c8k…

Reasoning
19/20
Coding
11/20
Instruction
7/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Strong Multilingual: Strong

Ling-3.0-tiny-IQ4_XS:la…

Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

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