neural-chat:7b

llama · 7B · Q4_0

Good

Mar 2, 2026 · Apple M4

yi:6b

llama · 6B · Q4_0

Good

Mar 1, 2026 · Apple M4

Global Score

67 vs 77

Hardware Fit

96 vs 100

Quality Score

55 vs 67

Hardware

neural-chat:7b yi:6b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

neural-chat:7b yi:6b

Tokens/sec22.527.6

TTFT242 ms210 ms

Load time0.4 s0.4 s

Memory usage4.5 GB3.6 GB

Memory %14%11%

HW Fit Score Breakdown

neural-chat:7b

Speed

36/40

TTFT

30/30

Memory

30/30

yi:6b

Speed

40/40

TTFT

30/30

Memory

30/30

Quality

neural-chat:7b

Reasoning

7/20

Coding

9/20

Instruction

12/20

Structured

12/15

Math

7/15

Multilingual

8/10

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

yi:6b

Reasoning

11/20

Coding

12/20

Instruction

13/20

Structured

12/15

Math

13/15

Multilingual

6/10

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

View neural-chat:7b details | View yi:6b details

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