Back to leaderboard

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

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

Global Score
61 vs 83
Hardware Fit
31 vs 60
Quality Score
74 vs 93

Hardware

qwen3-235b-a22b-t4… gemma4:31b
MachineDell Inc. PowerEdge R820ASUSTeK COMPUTER INC. GX10
CPUIntel Xeon® E5-4650 v2Cortex-X925
Cores8020
RAM256 GB122 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterDevice 2e12
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 24.04.4 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen3-235b-a22b-t4… gemma4:31b
Tokens/sec1.710.9
First chunk3351 ms681 ms
TTFT3.4 s681 ms
Load time0.0 s16.6 s
Memory usage134.2 GB21.4 GB
Memory %52%18%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed
1/50
TTFT
6/20
Memory
24/30

gemma4:31b

Speed
10/50
TTFT
20/20
Memory
30/30

Quality

qwen3-235b-a22b-t48-c8k…

Reasoning
19/20
Coding
11/20
Instruction
7/20
Structured
14/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Strong Multilingual: Strong

gemma4:31b

Reasoning
19/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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