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

google/gemma-4-26b-a4b-it-qat

LM-STUDIO GGUF

gemma4 · 26B · Q4_0

Excellent

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

Global Score
61 vs 82
Hardware Fit
31 vs 56
Quality Score
74 vs 93

Hardware

qwen3-235b-a22b-t4… google/gemma-4-26b…
MachineDell Inc. PowerEdge R820Docker Container
CPUIntel Xeon® E5-4650 v2Intel Gen Intel® Core™ i9-11900H
Cores8016
RAM256 GB15 GB
GPUMicrosoft Remote Display Adapter, Microsoft Basic Display AdapterTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

qwen3-235b-a22b-t4… google/gemma-4-26b…
Tokens/sec1.712.0
First chunk3351 ms86 ms
TTFT3.4 s2.8 s
Load time0.0 s57.2 s
Memory usage134.2 GB9.1 GB
Memory %52%59%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

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

google/gemma-4-26b-a4b-…

Speed
22/50
TTFT
14/20
Memory
20/30

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

google/gemma-4-26b-a4b-…

Reasoning
17/20
Coding
19/20
Instruction
20/20
Structured
14/15
Math
13/15
Multilingual
10/10
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