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mistral:7b

llama · 7.2B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

starling-lm:7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
61 vs 68
Hardware Fit
81 vs 97
Quality Score
48 vs 49

Hardware

mistral:7b starling-lm:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modeunknownbalanced

Performance

mistral:7b starling-lm:7b
Tokens/sec13.623.7
TTFT517 ms234 ms
Load time3.0 s0.4 s
Memory usage10.1 GB5.3 GB
Memory %32%17%

HW Fit Score Breakdown

mistral:7b

Speed
21/40
TTFT
30/30
Memory
30/30

starling-lm:7b

Speed
37/40
TTFT
30/30
Memory
30/30

Quality

mistral:7b

Reasoning
8/20
Coding
0/20
Instruction
12/20
Structured
14/15
Math
5/15
Multilingual
9/10
Reasoning: Weak Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

starling-lm:7b

Reasoning
11/20
Coding
13/20
Instruction
6/20
Structured
3/15
Math
8/15
Multilingual
8/10
Reasoning: Adequate Coding: Adequate Instruction Following: Weak Structured Output: Poor Math: Adequate Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running