lmstudio-community/gemma-4-e2b-it

LM-STUDIO GGUF

gemma4 · Q8_0

Good

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

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score

77 vs 68

Hardware Fit

75 vs 59

Quality Score

78 vs 72

Hardware

lmstudio-community… qwen2.5-coder:7b

MachineDocker ContainerASUS

CPUIntel Gen Intel® Core™ i9-11900HIntel Gen Intel® Core™ i7-13700K

Cores1624

RAM15 GB64 GB

GPUTigerLake-H GT1 [UHD Graphics]NVIDIA GeForce RTX 3070

OSUbuntu 26.04 LTSMicrosoft Windows 11 Pro 10.0.26200

Archx64x64

Power Modeperformanceunknown

Performance

lmstudio-community… qwen2.5-coder:7b

Tokens/sec13.334.4

First chunk18 ms1991 ms

TTFT1.4 s2.0 s

Load time8.1 s40.6 s

Memory usage0.0 GB5.0 GB

Memory %0%8%

HW Fit Score Breakdown

lmstudio-community/gemm…

Speed

25/50

TTFT

20/20

Memory

30/30

qwen2.5-coder:7b

Speed

38/50

TTFT

12/20

Memory

9/30

Quality

lmstudio-community/gemm…

Reasoning

12/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

8/15

Multilingual

9/10

Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen2.5-coder:7b

Reasoning

11/20

Coding

18/20

Instruction

12/20

Structured

13/15

Math

9/15

Multilingual

9/10

Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

View lmstudio-community… details | View qwen2.5-coder:7b details

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