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gemma4:12b-fast

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

qwen2.5-coder:32b

OLLAMA GGUF

qwen2 · 32.8B · Q4_K_M

Good

Jun 26, 2026 · Cortex-X925

Global Score
85 vs 78
Hardware Fit
80 vs 59
Quality Score
87 vs 86

Hardware

gemma4:12b-fast qwen2.5-coder:32b
MachineASUSNVIDIA NVIDIA_DGX_Spark
CPUIntel Gen Intel® Core™ i7-12700Cortex-X925
Cores2020
RAM30 GB122 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Device 2e12
OSUbuntu 26.04.1 LTSUbuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

gemma4:12b-fast qwen2.5-coder:32b
Tokens/sec75.99.5
First chunk169 ms394 ms
TTFT30.0 s395 ms
Load time8.4 s72.1 s
Memory usage1.3 GB26.5 GB
Memory %5%22%

HW Fit Score Breakdown

gemma4:12b-fast

Speed
50/50
TTFT
0/20
Memory
30/30

qwen2.5-coder:32b

Speed
9/50
TTFT
20/20
Memory
30/30

Quality

gemma4:12b-fast

Reasoning
18/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

qwen2.5-coder:32b

Reasoning
14/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View gemma4:12b-fast details | View qwen2.5-coder:32b details

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