mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

orca-mini:7b

OLLAMA GGUF

llama · 7B · Q4_0

Marginal

Mar 1, 2026 · Apple M4

Global Score

69 vs 55

Hardware Fit

50 vs 98

Quality Score

77 vs 37

Hardware

mistralai/devstral… orca-mini:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

mistralai/devstral… orca-mini:7b

Tokens/sec5.724.4

First chunk5007 msN/A

TTFT5.0 s219 ms

Load timeN/A0.4 s

Memory usage13.2 GB5.8 GB

Memory %41%18%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed

11/50

TTFT

9/20

Memory

30/30

orca-mini:7b

Speed

38/50

TTFT

30/20

Memory

30/30

Quality

mistralai/devstral-smal…

Reasoning

16/20

Coding

18/20

Instruction

13/20

Structured

14/15

Math

6/15

Multilingual

10/10

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

orca-mini:7b

Reasoning

8/20

Coding

1/20

Instruction

8/20

Structured

10/15

Math

2/15

Multilingual

8/10

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

View mistralai/devstral… details | View orca-mini: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