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deepseek-r1:1.5b

OLLAMA GGUF

qwen2 · 1.8B · Q4_K_M

Not Rec.

Apr 29, 2026 · Intel Core™ i5-8350U

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score
37 vs 67
Hardware Fit
73 vs 67
Quality Score
22 vs 67

Hardware

deepseek-r1:1.5b codestral:22b
MachineLENOVO 20L7CTO1WWNVIDIA NVIDIA_DGX_Spark
CPUIntel Core™ i5-8350UCortex-X925
Cores820
RAM23 GB122 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]Device 2e12
OSFedora Linux 43Ubuntu 24.04.4 LTS
Archx64arm64
Power Modelow-powerperformance

Performance

deepseek-r1:1.5b codestral:22b
Tokens/sec18.417.2
First chunk593 ms129 ms
TTFT30.0 s129 ms
Load time3.8 s11.6 s
Memory usage1.0 GB18.9 GB
Memory %4%16%

HW Fit Score Breakdown

deepseek-r1:1.5b

Speed
43/50
TTFT
0/20
Memory
30/30

codestral:22b

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

Quality

deepseek-r1:1.5b

Reasoning
4/20
Coding
0/20
Instruction
5/20
Structured
3/15
Math
7/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Weak Multilingual: Weak

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

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