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DeepSeek V4 Performance Benchmarks

BACKGROUND
6 SIGNALSFIRST DETECTED 3 August 2026
Narrative synthesis pending — 6 signals collected.
How the story developed
10 Sept
Livebench added Deepseek v4.1 flash
OPINION · WHAT · LocalLLaMA
29 Aug
67-84 t/s DeepSeek flash v4 off 2x GX10s
OPINION · WHAT · LocalLLaMA
Other feeds and industry voices
18 Oct
Muse Spark on M3U 256 GB

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1x8qvaj/muse_spark_on_m3u_256_gb/"> <img alt="Muse Spark on M3U 256 GB"

OPINION · WHEN · LocalLLaMAOPEN STORY
24 Apr
Buried lede: Deepseek v4 Flash is incredibly inexpensive from the official API for its weight category

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1su5gj5/buried_lede_deepseek_v4_flash_is_incredibly/"> <img alt="Buried lede: Deepseek v4 Flash is

OPINION · WHAT · LocalLLaMAOPEN STORY
24 Apr
DeepSeek V4 Flash & Pro Now out on API

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1su3fle/deepseek_v4_flash_pro_now_out_on_api/"> <img alt="DeepSeek V4 Flash &amp; Pro Now out on API"

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Apr
Deepseek v4 pricing is genuinely silly, did the math and now i am questioning my entire stack

<!-- SC_OFF --><div class="md"><p>Hey 👋</p> <p>Saw the tweet making the rounds about deepseek v4 being 35x cheaper than opus on input and 178x cheaper on cached tokens, and was

OPINION · WHAT · 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
15 May
I have (even faster) DeepSeek V4 Pro at home

<!-- SC_OFF --><div class="md"><p>Few days ago I posted about my <a href="https://www.reddit.com/r/LocalLLaMA/comments/1t94ito/i_have_deepseek_v4_pro_at_home/">DeepSeek V4 Pro</a>

OPINION · WHEN · LocalLLaMAOPEN STORY
15 May
DeepSeek R2 just went open-source and it's matching GPT-4o on 9 of 12 benchmarks — for literally $0 in API costs

<!-- SC_OFF --><div class="md"><p>The benchmark sheet dropped this morning and people are losing it in the ML community.</p> <p><strong>What DeepSeek R2 scores:</strong><br />

OPINION · WHAT · ArtificialInteligenceOPEN STORY
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

OPINION · WHAT · LocalLLaMAOPEN STORY
Sources
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