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Spark X2.6 4B

On Apple M1, 8 GB with macOS, Nov 4, 2026. Run by Community.

Runs: Fully

Toskar Score147Quality score97 (v1)

Quality
60 of 64
Topics
22 of 22
Files
21 of 21
Reasoning
36 of 39
Seconds a question
35.2

How fast it ran

Writes
19.5 tokens a second
Reads
207 tokens a second
First token, with a 4,609-token prompt
22.1 s
Start to finish
6.0 tokens a second
On the GPU
37 of 37 layers
Memory on the GPU
3.2 GB
Context window
8,192 tokens

Method version 1. One result, on one computer. It isn't a ranking, and scores from other computers or versions aren't the same test.

Compare with other computersHow this is measuredThink this is wrong? Tell usThis run