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DeepSWE finally a proper coding benchmark

BACKGROUND
7 SIGNALSFIRST DETECTED 28 May 2026
Narrative synthesis pending — 7 signals collected.
How the story developed
3 Sept
Coding Benchmarks for GPT-6 Astra
OPINION · WHAT · singularity
28 May
DeepSWE finally a proper coding benchmark
OPINION · WHAT · singularity
Other feeds and industry voices
7 Apr
Claude Mythos crushed all the benchmarks

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

OPINION · WHAT · ArtificialInteligenceOPEN STORY
14 Sept
Interesting new benchmark: "Introducing Real-SWE"

&#32; submitted by &#32; <a href="https://www.reddit.com/user/ranandtoldthat"> /u/ranandtoldthat </a> <br /> <span><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
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
21 Jul
DeepSWE - Best Benchmark For Evaluating AI Coding Agents?

&#32; submitted by &#32; <a href="https://www.reddit.com/user/pmz"> /u/pmz </a> <br /> <span><a

OPINION · WHAT · singularityOPEN STORY
25 Mar
Human vs. AI performance on ARC-AGI 3 as a function of number of actions (from the ARC-AGI website)

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1s3pbl6/human_vs_ai_performance_on_arcagi_3_as_a_function/"> <img alt="Human vs. AI performance on ARC-AGI

OPINION · WHAT · singularityOPEN STORY
10 Apr
GLM-5.1 just sitting with Opus 4.6 on SWE-Bench Pro and it’s completely open. but costs Input $1.4 / Output $4.4

<!-- SC_OFF --><div class="md"><p>Benchmark: 58.4 vs 56.7 (beats GPT-5.4)</p> <p>License: Fully open (Apache 2.0) </p> <p>What it actually does: Runs 8-hour fully autonomous agent

OPINION · WHAT · ArtificialInteligenceOPEN STORY
7 May
Frontier LLM rank order flips when you separate research from judgment

<!-- SC_OFF --><div class="md"><p>Figured this out by running 4 models: Claude Opus 4.6, GPT-5.4, Gemini 3.1 Pro, and Grok 4.20, on a benchmark of 1,417 binary forecasting

OPINION · WHEN · ArtificialInteligenceOPEN STORY
Sources
singularity×3Hacker News Best (RSS)×2LocalLLaMA×2

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