Back to leaderboard

devstral-small-2-24b-instruct-2512

LM-STUDIO GGUF

mistral3 · 24B · IQ4_XS

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

starling-lm:7b

OLLAMA GGUF

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
81 vs 63
Hardware Fit
80 vs 97
Quality Score
81 vs 49

Hardware

devstral-small-2-2… starling-lm:7b
MachineSystem manufacturerMacBook Air
CPUAMD Ryzen 7 5800X 8-Core ProcessorApple M4
Cores1610
RAM31 GB32 GB
GPUNavi 44 [Radeon RX 9060 XT]Apple M4
OSUbuntu 26.04.1 LTSmacOS 26.3
Archx64arm64
Power Modeperformancebalanced

Performance

devstral-small-2-2… starling-lm:7b
Tokens/sec21.523.7
First chunk12 msN/A
TTFT212 ms234 ms
Load timeN/A0.4 s
Memory usage15.9 GB5.3 GB
Memory %51%17%

HW Fit Score Breakdown

devstral-small-2-24b-in…

Speed
35/50
TTFT
20/20
Memory
25/30

starling-lm:7b

Speed
37/50
TTFT
30/20
Memory
30/30

Quality

devstral-small-2-24b-in…

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

starling-lm:7b

Reasoning
11/20
Coding
13/20
Instruction
6/20
Structured
3/15
Math
8/15
Multilingual
8/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Adequate Multilingual: Strong

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