gemma-2-2b-it

LM-STUDIO GGUF

gemma2 · 2B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

codellama:7b

OLLAMA GGUF

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

58 vs 63

Hardware Fit

50 vs 97

Quality Score

62 vs 49

Hardware

gemma-2-2b-it codellama:7b

MachineLENOVO 20BUS00700MacBook Air

CPUIntel Core™ i5-5300UApple M4

Cores410

RAM16 GB32 GB

GPUIntel(R) HD Graphics 5500Apple M4

OSMicrosoft Windows 10 Professionnel 10.0.19045macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

gemma-2-2b-it codellama:7b

Tokens/sec3.623.6

First chunk4509 msN/A

TTFT4.5 s297 ms

Load timeN/A0.9 s

Memory usage1.6 GB12.6 GB

Memory %10%39%

HW Fit Score Breakdown

gemma-2-2b-it

Speed

14/50

TTFT

12/20

Memory

24/30

codellama:7b

Speed

37/50

TTFT

30/20

Memory

30/30

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

codellama:7b

Reasoning

6/20

Coding

7/20

Instruction

12/20

Structured

13/15

Math

3/15

Multilingual

8/10

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

View gemma-2-2b-it details | View codellama: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