Back to leaderboard

gemma-4-e2b-it-qat

LM-STUDIO GGUF

gemma4 · Q4_K_XL

Excellent

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

qwen3.6-35b-a3b-claude-4.7-opus-reasoning-distilled-apex-mtp

LM-STUDIO GGUF

qwen35moe · 35B

Excellent

Jun 19, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score
81 vs 89
Hardware Fit
90 vs 90
Quality Score
77 vs 88

Hardware

gemma-4-e2b-it-qat qwen3.6-35b-a3b-cl…
MachineDocker ContainerGigabyte Technology Co., Ltd. B550M AORUS PRO
CPUIntel Gen Intel® Core™ i9-11900HAMD Ryzen 5 5600X 6-Core Processor
Cores1612
RAM15 GB47 GB
GPUTigerLake-H GT1 [UHD Graphics]AD106 [GeForce RTX 4060 Ti]
OSUbuntu 26.04 LTScachyos rolling
Archx64x64
Power Modeperformancelow-power

Performance

gemma-4-e2b-it-qat qwen3.6-35b-a3b-cl…
Tokens/sec22.242.2
First chunk67 ms40 ms
TTFT1.1 s2.7 s
Load time5.4 sN/A
Memory usage0.0 GB21.9 GB
Memory %0%47%

HW Fit Score Breakdown

gemma-4-e2b-it-qat

Speed
40/50
TTFT
20/20
Memory
30/30

qwen3.6-35b-a3b-claude-…

Speed
50/50
TTFT
14/20
Memory
26/30

Quality

gemma-4-e2b-it-qat

Reasoning
10/20
Coding
17/20
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

qwen3.6-35b-a3b-claude-…

Reasoning
19/20
Coding
16/20
Instruction
14/20
Structured
14/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong 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