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llama3.2:3b

OLLAMA GGUF

llama · 3.2B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

google/gemma-4-12b-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Excellent

Aug 19, 2026 · AMD Ryzen 7 9700X 8-Core Processor

Global Score
67 vs 92
Hardware Fit
77 vs 100
Quality Score
63 vs 89

Hardware

llama3.2:3b google/gemma-4-12b…
MachineLENOVO 20U30029MBMicro-Star International Co., Ltd. MS-7E51
CPUIntel Core™ i5-10210UAMD Ryzen 7 9700X 8-Core Processor
Cores816
RAM15 GB31 GB
GPUCometLake-U GT2 [UHD Graphics]NVIDIA GeForce RTX 5080, AMD Radeon(TM) Graphics
OSPop 24.04 LTSMicrosoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modelow-powerbalanced

Performance

llama3.2:3b google/gemma-4-12b…
Tokens/sec10.090.7
First chunk1166 ms26 ms
TTFT1.2 s127 ms
Load time6.8 sN/A
Memory usage3.8 GB6.7 GB
Memory %25%21%

HW Fit Score Breakdown

llama3.2:3b

Speed
27/50
TTFT
20/20
Memory
30/30

google/gemma-4-12b-qat

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

Quality

llama3.2:3b

Reasoning
11/20
Coding
15/20
Instruction
13/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

google/gemma-4-12b-qat

Reasoning
17/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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