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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

gemma-2-2b-it

LM-STUDIO GGUF

gemma2 · 2B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score
66 vs 58
Hardware Fit
63 vs 50
Quality Score
67 vs 62

Hardware

deepseek-r1:7b gemma-2-2b-it
MachineGigabyte Technology Co., Ltd. H170M-D3HLENOVO 20BUS00700
CPUIntel Core™ i5-6500Intel Core™ i5-5300U
Cores44
RAM16 GB16 GB
GPUGP104 [GeForce GTX 1070]Intel(R) HD Graphics 5500
OSUbuntu 24.04.4 LTSMicrosoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modelow-powerbalanced

Performance

deepseek-r1:7b gemma-2-2b-it
Tokens/sec35.63.6
First chunk224 ms4509 ms
TTFT7.5 s4.5 s
Load time7.7 sN/A
Memory usage4.6 GB1.6 GB
Memory %29%10%

HW Fit Score Breakdown

deepseek-r1:7b

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

gemma-2-2b-it

Speed
14/50
TTFT
12/20
Memory
24/30

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

gemma-2-2b-it

Reasoning
11/20
Coding
8/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor 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