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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
66 vs 74
Hardware Fit
63 vs 46
Quality Score
67 vs 86

Hardware

deepseek-r1:7b google/gemma-4-12b…
MachineGigabyte Technology Co., Ltd. H170M-D3HDocker Container
CPUIntel Core™ i5-6500Intel Gen Intel® Core™ i9-11900H
Cores416
RAM16 GB15 GB
GPUGP104 [GeForce GTX 1070]TigerLake-H GT1 [UHD Graphics]
OSUbuntu 24.04.4 LTSUbuntu 26.04 LTS
Archx64x64
Power Modelow-powerperformance

Performance

deepseek-r1:7b google/gemma-4-12b…
Tokens/sec35.65.0
First chunk224 ms64 ms
TTFT7.5 s5.5 s
Load time7.7 s9.5 s
Memory usage4.6 GB0.0 GB
Memory %29%0%

HW Fit Score Breakdown

deepseek-r1:7b

Speed
50/50
TTFT
7/20
Memory
6/30

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
Memory
30/30

Quality

deepseek-r1:7b

Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong

google/gemma-4-12b-it-qat

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
View deepseek-r1:7b details | View google/gemma-4-12b… details

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$ metrillm

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