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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

Global Score
66 vs 83
Hardware Fit
63 vs 60
Quality Score
67 vs 93

Hardware

deepseek-r1:7b gemma4:31b
MachineGigabyte Technology Co., Ltd. H170M-D3HASUSTeK COMPUTER INC. GX10
CPUIntel Core™ i5-6500Cortex-X925
Cores420
RAM16 GB122 GB
GPUGP104 [GeForce GTX 1070]Device 2e12
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

deepseek-r1:7b gemma4:31b
Tokens/sec35.610.9
First chunk224 ms681 ms
TTFT7.5 s681 ms
Load time7.7 s16.6 s
Memory usage4.6 GB21.4 GB
Memory %29%18%

HW Fit Score Breakdown

deepseek-r1:7b

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

gemma4:31b

Speed
10/50
TTFT
20/20
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

gemma4:31b

Reasoning
19/20
Coding
19/20
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

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