stablelm2:1.6b

OLLAMA GGUF

stablelm · 2B · Q4_0

Marginal

Mar 2, 2026 · Apple M4

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score

45 vs 67

Hardware Fit

100 vs 67

Quality Score

22 vs 67

Hardware

stablelm2:1.6b codestral:22b

MachineMacBook AirNVIDIA NVIDIA_DGX_Spark

CPUApple M4Cortex-X925

Cores1020

RAM32 GB122 GB

GPUApple M4Device 2e12

OSmacOS 26.3Ubuntu 24.04.4 LTS

Archarm64arm64

Power Modebalancedperformance

Performance

stablelm2:1.6b codestral:22b

Tokens/sec93.817.2

First chunkN/A129 ms

TTFT94 ms129 ms

Load time0.4 s11.6 s

Memory usage1.1 GB18.9 GB

Memory %3%16%

HW Fit Score Breakdown

stablelm2:1.6b

Speed

40/50

TTFT

30/20

Memory

30/30

codestral:22b

Speed

17/50

TTFT

20/20

Memory

30/30

Quality

stablelm2:1.6b

Reasoning

4/20

Coding

7/20

Instruction

6/20

Structured

1/15

Math

2/15

Multilingual

2/10

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

codestral:22b

Reasoning

11/20

Coding

17/20

Instruction

9/20

Structured

14/15

Math

6/15

Multilingual

10/10

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

View stablelm2:1.6b details | View codestral:22b 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