Ternary Bonsai 2 27B

Ternary Bonsai 2 27B runs fastest on the M5 Max Mac with 128 GB, at 40 tokens per second.

Questions
How fast is Ternary Bonsai 2 27B on a Mac?
40 tokens per second on the M5 Max Mac with 128 GB, measured in Loci.
What's the fastest Mac for Ternary Bonsai 2 27B?
The M5 Max Mac with 128 GB, at 40 tokens per second.
All numbers
Ternary Bonsai 2 27B on every device, 2026-09-22 to 2026-10-22
DeviceTokens per secondTypical rangeFirst wordDevicesAnswers
M5 Max Mac with 128 GB Mac · M5 Max40——2—

Run Ternary Bonsai 2 27B on your device

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Last 30 days, through · updated daily

How these speeds are measured

  • Every number comes from real chats in Loci, timed on the device that wrote the answer, with Loci's default settings.
  • Tokens per second is how fast an answer is written once it starts. On phones, four characters of text count as one token for every model; on a Mac, Loci counts the model's own tokens. Reading pace is about 5.
  • First word is how long an answer takes to start after you send a message. Longer conversations take longer.
  • Each device counts once. The large number is the median; the typical range covers the middle half of devices.
  • Each phone speed comes from at least 10 phones. Fewer Macs run Loci, so each Mac speed says how many Macs it comes from.
  • On phones, answers written in Low Power Mode or Battery Saver, in the background, or with web search or other tools are left out.