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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

gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Marginal

Jun 25, 2026 · Cortex-A78AE

Global Score
43 vs 57
Hardware Fit
28 vs 100
Quality Score
49 vs 39

Hardware

qwen3-235b-a22b-t4… gemma3:1b
MachineDell Inc. PowerEdge R820NVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super
CPUIntel Xeon® E5-4620 0Cortex-A78AE
Cores646
RAM256 GB7 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterIntegrated / Unknown
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 22.04.5 LTS
Archx64arm64
Power Modebalancedbalanced

Performance

qwen3-235b-a22b-t4… gemma3:1b
Tokens/sec0.733.7
First chunk6361 ms2039 ms
TTFT6.4 s2.0 s
Load time0.9 s7.3 s
Memory usage134.2 GB0.8 GB
Memory %52%11%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

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

gemma3:1b

Speed
50/50
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

gemma3:1b

Reasoning
6/20
Coding
3/20
Instruction
14/20
Structured
8/15
Math
1/15
Multilingual
7/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor 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