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gemma-2-2b-it

LM-STUDIO GGUF

gemma2 · 2B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

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

Hardware

gemma-2-2b-it deepseek-r1:7b
MachineLENOVO 20BUS00700Gigabyte Technology Co., Ltd. H170M-D3H
CPUIntel Core™ i5-5300UIntel Core™ i5-6500
Cores44
RAM16 GB16 GB
GPUIntel(R) HD Graphics 5500GP104 [GeForce GTX 1070]
OSMicrosoft Windows 10 Professionnel 10.0.19045Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedlow-power

Performance

gemma-2-2b-it deepseek-r1:7b
Tokens/sec3.635.6
First chunk4509 ms224 ms
TTFT4.5 s7.5 s
Load timeN/A7.7 s
Memory usage1.6 GB4.6 GB
Memory %10%29%

HW Fit Score Breakdown

gemma-2-2b-it

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

deepseek-r1:7b

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

Quality

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

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

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