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I ran some benchmarks using oMLX tool (I know, not representative, too little sa

BACKGROUND
6 SIGNALSFIRST DETECTED 28 May 2026
Narrative synthesis pending — 6 signals collected.
How the story developed
12 Sept
Real-SWE Benchmark (new)
OPINION · WHAT · LocalLLaMA
17 Aug
Exllamav3 vs Llama.cpp 2x 3060
OPINION · WHAT · LocalLLaMA
14 Aug
Qwen3.8 Benchmarks Converted to Charts
OPINION · WHAT · LocalLLaMA
28 May
I've just benchmarked myself:
OPINION · WHAT · LocalLLaMA
Other feeds and industry voices
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
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
7 Apr
Claude Mythos crushed all the benchmarks

<!-- SC_OFF --><div class="md"><p>Source: <a

OPINION · WHAT · ArtificialInteligenceOPEN STORY
1 May
What benchmark would you build for “reply quality” in SDR generation? [D]

<!-- SC_OFF --><div class="md"><p>Working on evaluating some AI-generated outbound (SDR-style emails along with follow-ups), and I’m running into a weird problem. Everyone talks

OPINION · WHEN · MachineLearningOPEN STORY
25 Mar
Qwen3.5-397B-A17B reaches 20 t/s TG and 700t/s PP with a 5090

<!-- SC_OFF --><div class="md"><p>I could not find good data points on what speed one could get with a single 5090 and enough DDR4 RAM. </p> <p>My system: AMD EPYC 7532 32core

OPINION · WHAT · LocalLLaMAOPEN STORY
5 May
MTP on strix halo with llama.cpp (PR #22673)

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1t4uj9h/mtp_on_strix_halo_with_llamacpp_pr_22673/"> <img alt="MTP on strix halo with llama.cpp (PR #22673)"

OPINION · WHAT · LocalLLaMAOPEN STORY
9 Jul
Benchmarking Coding Agents on Databricks’ Multi-Million Line Codebase

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1urrjbv/benchmarking_coding_agents_on_databricks/"> <img alt="Benchmarking Coding Agents on Databricks’

OPINION · WHAT · singularityOPEN STORY
18 May
llama.cpp MTP support landed - Qwen3.6 27B at 2.44× on a Strix Halo, 2.17× on a RTX 3090 rig

<!-- SC_OFF --><div class="md"><p>PR #22673 (commit 4f13cb7) landed MTP speculative decoding in mainline llama.cpp on May 16. I tested it on two separate rigs.</p> <p>Qwen3.6 27B,

OPINION · WHAT · LocalLLaMAOPEN STORY
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