lmstudio-community/gemma-4-12b-it-qat
LM-STUDIO GGUFgemma4 · 12B · Q4_0
Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H
qwen3-next:80b-a3b-instruct-q4_K_M
OLLAMA GGUFqwen3next · 79.7B · Q4_K_M
Aug 20, 2026 · Intel Xeon® E5-2637 v3
Global Score
75 vs 78
Hardware Fit
48 vs 49
Quality Score
86 vs 91
Hardware
lmstudio-community… qwen3-next:80b-a3b…
MachineDocker ContainerDell Inc. Precision Tower 7910
CPUIntel Gen Intel® Core™ i9-11900HIntel Xeon® E5-2637 v3
Cores1616
RAM15 GB96 GB
GPUTigerLake-H GT1 [UHD Graphics]NVIDIA GeForce RTX 3090, NVIDIA GeForce RTX 3060
OSUbuntu 26.04 LTSMicrosoft Windows 10 Pro 10.0.19045
Archx64x64
Power Modeperformancebalanced
Performance
lmstudio-community… qwen3-next:80b-a3b…
Tokens/sec5.88.7
First chunk101 ms1524 ms
TTFT5.3 s1.5 s
Load time11.0 s63.9 s
Memory usage0.6 GB48.3 GB
Memory %4%50%
HW Fit Score Breakdown
lmstudio-community/gemm…
Speed
10/50
TTFT
8/20
Memory
30/30
qwen3-next:80b-a3b-inst…
Speed
9/50
TTFT
15/20
Memory
25/30
Quality
lmstudio-community/gemm…
Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
qwen3-next:80b-a3b-inst…
Reasoning
18/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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