Back to leaderboard

qwen3-235b-a22b-t48-c8k:latest

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 2, 2026 · Intel Xeon® E5-4620 0

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Excellent

Apr 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score
43 vs 83
Hardware Fit
28 vs 100
Quality Score
49 vs 76

Hardware

qwen3-235b-a22b-t4… gemma4:e2b
MachineDell Inc. PowerEdge R820AZW GTR Pro
CPUIntel Xeon® E5-4620 0AMD RYZEN AI MAX+ 395
Cores6432
RAM256 GB125 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterRadeon 8060S
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 24.04.4 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3-235b-a22b-t4… gemma4:e2b
Tokens/sec0.788.1
First chunk6361 ms193 ms
TTFT6.4 s193 ms
Load time0.9 s2.7 s
Memory usage134.2 GB11.2 GB
Memory %52%9%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed
1/50
TTFT
3/20
Memory
24/30

gemma4:e2b

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

Quality

qwen3-235b-a22b-t48-c8k…

Reasoning
19/20
Coding
2/20
Instruction
4/20
Structured
2/15
Math
13/15
Multilingual
9/10
Reasoning: Strong Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Strong

gemma4:e2b

Reasoning
12/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
8/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong 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