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What publicly available benchmarks do you actually trust?

BACKGROUND
1 SIGNALFIRST DETECTED 22 August 2026
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How the story developed
Other feeds and industry voices
6 Aug
Which benchmark - if any - do you personally consider most important and why?

<!-- SC_OFF --><div class="md"><p>I’m wondering if instead I should be looking backwards and saying “I like model X, let’s see where it is on benchmarks” and then find others who

OPINION · WHO · LocalLLaMAOPEN STORY
22 Sept
Who/Where can I find the most honest and non-biased benchmarks for the models?

<!-- SC_OFF --><div class="md"><p>As the title reads, just looking for something which is genuine and not biased.</p> <p>Thanks.</p> </div><!-- SC_ON --> &#32; submitted by &#32;

OPINION · WHO · LocalLLaMAOPEN STORY
28 May
I ran some benchmarks using oMLX tool (I know, not representative, too little sample size, leaked benchmarks 99% posible, etc.)... still quite interesting

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1tq7b75/i_ran_some_benchmarks_using_omlx_tool_i_know_not/"> <img alt="I ran some benchmarks using oMLX tool

OPINION · HOW · LocalLLaMAOPEN STORY
6 May
Ran K2.6 through a third-party coding benchmark: heres how the figures stand up

<!-- SC_OFF --><div class="md"><p>I have been following the akitaonrails coding benchmark which tests against a fixed rails + Rubyllm + docker task rather than vendor-reported

OPINION · HOW · LocalLLaMAOPEN STORY
27 Jul
Android On Device AI Benchmarks

<!-- SC_OFF --><div class="md"><p>Are there any sites using a standard testing methodology that compare the different NPUs in Android phones? Qualcomm is the majority of the

OPINION · HOW · LocalLLaMAOPEN STORY
24 Mar
ran 150+ benchmarks across a bunch of macs, here's what we found

&#32; submitted by &#32; <a href="https://www.reddit.com/user/peppaz"> /u/peppaz </a> <br /> <span><a href="https://devpadapp.com/anubis_bench_analysis.html">[link]</a></span>

OPINION · WHAT · LocalLLaMAOPEN STORY
7 May
Benchmarks Question

<!-- SC_OFF --><div class="md"><p>Just out of curiosity i think everyone realize that new models are usually tuned down few weeks after the release to be cheaper so I'm just

OPINION · WHAT · ArtificialInteligenceOPEN STORY
24 Apr
Maybe I'm dump and new to AI world but why we trust benchmarks.

<!-- SC_OFF --><div class="md"><p>I never think about that but recently saw a comment on reddit. Because every private benchmark must call vendor's API, how do we know they don't

OPINION · HOW · OpenAIOPEN STORY
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LocalLLaMA

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