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codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

qwen3.5:35b-a3b-q4_K_M

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Excellent

Jul 31, 2026 · Intel Xeon® E5-2637 v3

Global Score
67 vs 81
Hardware Fit
67 vs 72
Quality Score
67 vs 85

Hardware

codestral:22b qwen3.5:35b-a3b-q4…
MachineNVIDIA NVIDIA_DGX_SparkDell Inc. Precision Tower 7910
CPUCortex-X925Intel Xeon® E5-2637 v3
Cores2016
RAM122 GB96 GB
GPUDevice 2e12NVIDIA GeForce RTX 5060 Ti
OSUbuntu 24.04.4 LTSMicrosoft Windows 10 Pro 10.0.19045
Archarm64x64
Power Modeperformancebalanced

Performance

codestral:22b qwen3.5:35b-a3b-q4…
Tokens/sec17.224.2
First chunk129 ms1607 ms
TTFT129 ms1.6 s
Load time11.6 s66.4 s
Memory usage18.9 GB22.7 GB
Memory %16%24%

HW Fit Score Breakdown

codestral:22b

Speed
17/50
TTFT
20/20
Memory
30/30

qwen3.5:35b-a3b-q4_K_M

Speed
28/50
TTFT
14/20
Memory
30/30

Quality

codestral:22b

Reasoning
11/20
Coding
17/20
Instruction
9/20
Structured
14/15
Math
6/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong

qwen3.5:35b-a3b-q4_K_M

Reasoning
16/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View codestral:22b details | View qwen3.5:35b-a3b-q4… details

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