Back to leaderboard

unsloth/gemma-4-e4b-it-qat

LM-STUDIO GGUF

gemma4 · Q4_K_XL

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

mistralai/devstral-small-2-2512

LM-STUDIO MLX

mistral3 · 24B · 4bit

Good

Mar 4, 2026 · Apple M4

Global Score
79 vs 69
Hardware Fit
69 vs 50
Quality Score
83 vs 77

Hardware

unsloth/gemma-4-e4… mistralai/devstral…
MachineDocker ContainerMacBook Air
CPUIntel Gen Intel® Core™ i9-11900HApple M4
Cores1610
RAM15 GB32 GB
GPUTigerLake-H GT1 [UHD Graphics]Apple M4
OSUbuntu 26.04 LTSmacOS 26.3
Archx64arm64
Power Modeperformancebalanced

Performance

unsloth/gemma-4-e4… mistralai/devstral…
Tokens/sec12.15.7
First chunk40 ms5007 ms
TTFT2.1 s5.0 s
Load time7.2 sN/A
Memory usage0.8 GB13.2 GB
Memory %6%41%

HW Fit Score Breakdown

unsloth/gemma-4-e4b-it-…

Speed
22/50
TTFT
17/20
Memory
30/30

mistralai/devstral-smal…

Speed
11/50
TTFT
9/20
Memory
30/30

Quality

unsloth/gemma-4-e4b-it-…

Reasoning
15/20
Coding
18/20
Instruction
17/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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
View unsloth/gemma-4-e4… details | View mistralai/devstral… 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