phi4-mini:latest
OLLAMA GGUFphi3 · 3.8B · Q4_K_M
Nov 4, 2026 · Intel Core™ i7-9700
cogito:8b
OLLAMA GGUFllama · 8.0B · Q4_K_M
Mar 6, 2026 · Apple M4
Global Score
75 vs 77
Hardware Fit
84 vs 92
Quality Score
71 vs 70
Hardware
phi4-mini:latest cogito:8b
MachineVMware, Inc. VMware Virtual PlatformMacBook Air
CPUIntel Core™ i7-9700Apple M4
Cores410
RAM16 GB32 GB
GPUIntegrated / UnknownApple M4
OSUbuntu 24.04.5 LTSmacOS 26.3
Archx64arm64
Power Modeunknownbalanced
Performance
phi4-mini:latest cogito:8b
Tokens/sec10.821.0
First chunk643 ms312 ms
TTFT643 ms312 ms
Load time31.5 s0.8 s
Memory usage2.9 GB10.4 GB
Memory %19%33%
HW Fit Score Breakdown
phi4-mini:latest
Speed
34/50
TTFT
20/20
Memory
30/30
cogito:8b
Speed
42/50
TTFT
20/20
Memory
30/30
Quality
phi4-mini:latest
Reasoning
13/20
Coding
14/20
Instruction
15/20
Structured
14/15
Math
6/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong
cogito:8b
Reasoning
14/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest