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gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

codestral:22b

OLLAMA GGUF

llama · 22.2B · Q4_0

Good

Jun 26, 2026 · Cortex-X925

Global Score
76 vs 67
Hardware Fit
82 vs 67
Quality Score
73 vs 67

Hardware

gemma4:e2b 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

gemma4:e2b codestral:22b
Tokens/sec13.517.2
First chunk1270 ms129 ms
TTFT1.3 s129 ms
Load time13.4 s11.6 s
Memory usage6.5 GB18.9 GB
Memory %42%16%

HW Fit Score Breakdown

gemma4:e2b

Speed
35/50
TTFT
20/20
Memory
27/30

codestral:22b

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

Quality

gemma4:e2b

Reasoning
10/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong 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