Back to leaderboard

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

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Sep 7, 2026 · Intel Xeon® E5-4650 v2

llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score
65 vs 81
Hardware Fit
29 vs 64
Quality Score
81 vs 88

Hardware

qwen3-235b-a22b-t4… llama4:scout
MachineDell Inc. PowerEdge R820NVIDIA NVIDIA_DGX_Spark
CPUIntel Xeon® E5-4650 v2Cortex-X925
Cores8020
RAM256 GB122 GB
GPUMicrosoft Remote Display Adapter, NVIDIA Tesla P4, NVIDIA Tesla P4, Microsoft Basic Display AdapterDevice 2e12
OSMicrosoft Windows Server 2022 Datacenter 10.0.20348Ubuntu 24.04.5 LTS
Archx64arm64
Power Modebalancedperformance

Performance

qwen3-235b-a22b-t4… llama4:scout
Tokens/sec2.419.6
First chunk5833 ms677 ms
TTFT5.8 s677 ms
Load time0.0 s13.1 s
Memory usage135.1 GB63.4 GB
Memory %53%52%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed
2/50
TTFT
3/20
Memory
24/30

llama4:scout

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

Quality

qwen3-235b-a22b-t48-c8k…

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

llama4:scout

Reasoning
17/20
Coding
19/20
Instruction
16/20
Structured
13/15
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