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deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

gemma-4-e2b-it@q5_k_xl

LM-STUDIO GGUF

gemma4 · Q5_K_XL

Good

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

Global Score
66 vs 79
Hardware Fit
63 vs 81
Quality Score
67 vs 78

Hardware

deepseek-r1:7b gemma-4-e2b-it@q5_…
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 gemma-4-e2b-it@q5_…
Tokens/sec35.617.2
First chunk224 ms7 ms
TTFT7.5 s1.6 s
Load time7.7 s8.9 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

gemma-4-e2b-it@q5_k_xl

Speed
32/50
TTFT
19/20
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

gemma-4-e2b-it@q5_k_xl

Reasoning
11/20
Coding
17/20
Instruction
17/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate 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