gemma-4-31b-it-qat
LM-STUDIO GGUFgemma4 · 31B · Q4_K_XL
Jul 7, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor
qwen3-235b-a22b-t48-c8k:latest
OLLAMA GGUFqwen3moe · 235.1B · Q4_K_M
Sep 7, 2026 · Intel Xeon® E5-4650 v2
Global Score
91 vs 65
Hardware Fit
89 vs 29
Quality Score
92 vs 81
Hardware
gemma-4-31b-it-qat qwen3-235b-a22b-t4…
MachineASUSDell Inc. PowerEdge R820
CPUAMD Ryzen 7 7800X3D 8-Core ProcessorIntel Xeon® E5-4650 v2
Cores1680
RAM31 GB256 GB
GPUNVIDIA GeForce RTX 4090, RaphaelMicrosoft Remote Display Adapter, NVIDIA Tesla P4, NVIDIA Tesla P4, Microsoft Basic Display Adapter
OScachyos rollingMicrosoft Windows Server 2022 Datacenter 10.0.20348
Archx64x64
Power Modelow-powerbalanced
Performance
gemma-4-31b-it-qat qwen3-235b-a22b-t4…
Tokens/sec40.22.4
First chunk3 ms5833 ms
TTFT302 ms5.8 s
Load timeN/A0.0 s
Memory usage18.8 GB135.1 GB
Memory %62%53%
HW Fit Score Breakdown
gemma-4-31b-it-qat
Speed
50/50
TTFT
20/20
Memory
19/30
qwen3-235b-a22b-t48-c8k…
Speed
2/50
TTFT
3/20
Memory
24/30
Quality
gemma-4-31b-it-qat
Reasoning
19/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
qwen3-235b-a22b-t48-c8k…
Reasoning
19/20
Coding
15/20
Instruction
10/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
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