solar:10.7b

llama · 11B · Q4_0

Good

Mar 2, 2026 · Apple M4

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

63 vs 79

Hardware Fit

87 vs 95

Quality Score

52 vs 72

Hardware

solar:10.7b qwen2.5-coder:7b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

solar:10.7b qwen2.5-coder:7b

Tokens/sec15.822.1

TTFT353 ms285 ms

Load time0.4 s0.8 s

Memory usage6.6 GB7.6 GB

Memory %21%24%

HW Fit Score Breakdown

solar:10.7b

Speed

27/40

TTFT

30/30

Memory

30/30

qwen2.5-coder:7b

Speed

35/40

TTFT

30/30

Memory

30/30

Quality

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

qwen2.5-coder:7b

Reasoning

10/20

Coding

18/20

Instruction

13/20

Structured

13/15

Math

9/15

Multilingual

9/10

Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

View solar:10.7b details | View qwen2.5-coder:7b details

Run yours and compare

npx metrillm@latest bench

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