Back to leaderboard

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Oct 20, 2026 · Apple M1 Pro

qwen3-coder:30b

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Excellent

Jun 19, 2026 · Apple M4 Max

Global Score
73 vs 89
Hardware Fit
64 vs 96
Quality Score
77 vs 86

Hardware

mistralai/devstral… qwen3-coder:30b
MachineMacBook ProMacBook Pro
CPUApple M1 ProApple M4 Max
Cores1016
RAM32 GB64 GB
GPUApple M1 ProApple M4 Max
OSmacOS 15.6.1macOS 26.5.1
Archarm64arm64
Power Modebalancedbalanced

Performance

mistralai/devstral… qwen3-coder:30b
Tokens/sec11.989.9
First chunk7 ms188 ms
TTFT1.1 s188 ms
Load timeN/A4.0 s
Memory usage19.7 GB30.2 GB
Memory %62%47%

HW Fit Score Breakdown

mistralai/devstral-smal…

Speed
25/50
TTFT
20/20
Memory
19/30

qwen3-coder:30b

Speed
50/50
TTFT
20/20
Memory
26/30

Quality

mistralai/devstral-smal…

Reasoning
17/20
Coding
16/20
Instruction
13/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

qwen3-coder:30b

Reasoning
14/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View mistralai/devstral… details | View qwen3-coder:30b 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