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llama3.1:8b

llama · 8.0B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

solar:10.7b

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

Global Score
75 vs 63
Hardware Fit
93 vs 87
Quality Score
67 vs 52

Hardware

llama3.1:8b solar:10.7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

llama3.1:8b solar:10.7b
Tokens/sec20.315.8
TTFT315 ms353 ms
Load time1.1 s0.4 s
Memory usage10.4 GB6.6 GB
Memory %33%21%

HW Fit Score Breakdown

llama3.1:8b

Speed
33/40
TTFT
30/30
Memory
30/30

solar:10.7b

Speed
27/40
TTFT
30/30
Memory
30/30

Quality

llama3.1:8b

Reasoning
12/20
Coding
15/20
Instruction
13/20
Structured
13/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

solar:10.7b

Reasoning
8/20
Coding
8/20
Instruction
11/20
Structured
14/15
Math
4/15
Multilingual
7/10
Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Adequate
View llama3.1:8b details | View solar:10.7b details

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npx metrillm@latest bench

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