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phi4-mini

OLLAMA GGUF
Not Rec.

Aug 28, 2026 · Intel Core™ i5-10210U

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score
51 vs 67
Hardware Fit
46 vs 67
Quality Score
53 vs 67

Hardware

phi4-mini codestral:22b
MachineLENOVO 20U30029MBNVIDIA NVIDIA_DGX_Spark
CPUIntel Core™ i5-10210UCortex-X925
Cores820
RAM15 GB122 GB
GPUCometLake-U GT2 [UHD Graphics]Device 2e12
OSPop 24.04 LTSUbuntu 24.04.4 LTS
Archx64arm64
Power Modeperformanceperformance

Performance

phi4-mini codestral:22b
Tokens/sec2.617.2
First chunk5406 ms129 ms
TTFT5.4 s129 ms
Load time27.4 s11.6 s
Memory usage4.6 GB18.9 GB
Memory %30%16%

HW Fit Score Breakdown

phi4-mini

Speed
6/50
TTFT
10/20
Memory
30/30

codestral:22b

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

Quality

phi4-mini

Reasoning
11/20
Coding
9/20
Instruction
6/20
Structured
12/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Weak Instruction Following: Weak Structured Output: Strong Math: Weak Multilingual: Strong

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