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M5 Ultra 256 running GLM 5.3 Flash 68.8 tok/s

BACKGROUND
1 SIGNALFIRST DETECTED 5 October 2026
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How the story developed
5 Oct
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12 Sept
M2 Ultra/Qwen3.8 Flash Next Update - latest oMLX introduces substantial speedup

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wei63j/m2_ultraqwen38_flash_next_update_latest_omlx/"> <img alt="M2 Ultra/Qwen3.8 Flash Next Update -

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13 Apr
FYI, Step 3.5 Flash has better perf and context is 1/4 the price in llama.cpp

<!-- SC_OFF --><div class="md"><p>So i recently updated LMstudio after a long pause and updated my llama.cpp runtimes too.. i was shocked.. i thought maybe something like

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2 Aug
DeepSeek V4 @ IQ3XXS on M1 Ultra 128GB- 16 tok/s in LM Studio after patch

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1vdsmnk/deepseek_v4_iq3xxs_on_m1_ultra_128gb_16_toks_in/"> <img alt="DeepSeek V4 @ IQ3XXS on M1 Ultra 128GB-

OPINION · HOW · LocalLLaMAOPEN STORY
13 Aug
DeepSeek-V4-Flash-0731 on 64GB Macs

<!-- SC_OFF --><div class="md"><p>I’ve managed to get it to run and, with some patches to llama.cpp, I get ~8 tok/s decode and ~30 tok/s prefill on a M1 Max 64GB MacBook.</p>

OPINION · WHAT · LocalLLaMAOPEN STORY
21 Aug
MI300x DSV4-flash real world-ish performance testing

&#32; submitted by &#32; <a href="https://www.reddit.com/user/locker73"> /u/locker73 </a> <br /> <span><a href="https://matthusby.github.io/agent_coding_bench/">[link]</a></span>

OPINION · WHAT · LocalLLaMAOPEN STORY
1 Aug
What speeds are everyone getting with deepseek v4 flash 0731?

<!-- SC_OFF --><div class="md"><p>What speeds are everyone getting with deepseek v4 flash 0731?</p> <p>I’m getting~200 tps prompt processing / ~11 tps token gen, on 4x5060ti16gb

OPINION · HOW · LocalLLaMAOPEN STORY
16 Apr
m5 pro 64gb worth it for local agents or wait?

<!-- SC_OFF --><div class="md"><p>I am currently on an m3 mbp with 24gb ram. For regular python and django work the machine is perfect and i have no need to upgrade for speed. but

OPINION · WHAT · LocalLLaMAOPEN STORY
21 Jul
Gemini 3.6 Flash benchmarks

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1v2l6sm/gemini_36_flash_benchmarks/"> <img alt="Gemini 3.6 Flash benchmarks"

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