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MMihai_LeanZeroleanzero.hashnode.dev6d ago · 67 min read

Claude Sonnet 5.5 vs Opus 5.5 vs GPT-6.1 Sol

Claude Sonnet 5.5 edged Claude Opus 5.5 on our general-programming benchmark, a payments app, 0.7984 to 0.7926, a margin I read as level. It built the better app, though: it earned 0.9894 to Opus's 0.

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ZZyVOPblog.zyvop.comOct 1 · 29 min read

Jev Ultrafast, Explained: How a Browser Agent Gets a Flight Search Down to 7 Seconds

A deep dive into browser-use/jev-ultrafast: how it's built, what was measured, and what the benchmark does and doesn't prove. Numbers checked September 29, 2026. TL;DR What it is: a small, MIT-licen

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ZZyVOPblog.zyvop.comSep 29 · 15 min read

The Best Open Source LLMs in August 2026: A Developer's Honest Guide

The Frontier Has No Wall A year ago, self-hosting an LLM for serious development work usually meant accepting an obvious quality gap versus the closed frontier. That gap is now much smaller. The best

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SSunnysunny-snskarora.hashnode.devSep 27 · 14 min read

📊 One File, Twenty-Five Images, Part 2/2 - The Numbers

Hey all 👋 Part 1 worked out how to move twenty-five container images across an air gap as one file: pack them into a single OCI layout so shared layers are stored once, and pick between two modes - p

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AVAntoine Valtonusewok.hashnode.devSep 22 · 4 min read

How Low Can Image Quality Go Before People Notice? Visual Perception and Compression Thresholds

Compressing images for the web requires balancing file size reduction against visual fidelity. Reducing image quality factors saves bandwidth and speeds up page loading, but setting compression levels

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MAMuhammad Azlaan Zubairblog.mdazlaanzubair.comAug 24 · 6 min read

Benchmark the Model–Harness Pair, Not the Model

“Which model is best for coding?” sounds like a precise engineering question. Usually, it is missing half of the system. A coding agent is a model inside a harness that chooses tools, assembles contex

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AZAliaksei Zelianouskihiper2d.hashnode.devAug 6 · 13 min read

How I tried to write an article about slow Chinese LLMs

Recently, I've added a bunch of hype-monsters to my AI Werewolf: Kimi K3 Qwen 3.8 Max, Qwen 3.7 Plus, Qwen 3.7 Flash MiniMax M3 Plus the ones I've had for a while DeepSeek V4 Pro and Flash GLM-

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GAgpt ai clipsgptaiclips.hashnode.devJun 4 · 3 min read

Claude Mythos Reportedly Beats Opus 4.6 by 13 Points on SWE-bench — and GPT-5.6 Looks Imminent

Two leaks dropped in roughly the same 48-hour window and they form a coherent picture: Anthropic shipping Mythos with unusually large headroom over its own Opus 4.6, and OpenAI staging a near-term GPT

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JKJangwook Kimeffloow.hashnode.devMay 8 · 10 min read

Agent Test-Time Scaling Has a Ceiling: CMU Research 2026

There is a popular assumption baked into many agentic AI systems: if an agent doesn't succeed on the first attempt, just let it try again. Give it more turns. Sample more trajectories. Add a reflection step. More compute at inference time should mean...

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VPVarun Pratap Bhardwajqualixar.hashnode.devApr 26 · 7 min read

GPT-5.5 vs Claude vs Gemini: The Avengers Problem Nobody Talks About

Every week someone asks me: "Which AI model should I use?" My answer has been the same since January: yes. Not all of them. Not randomly. But if you're using a single model for everything in April 2026, you're bringing a hammer to a world that needs ...

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#benchmarks

Explore Hashnode

Trending tags this week

Claude Sonnet 5.5 vs Opus 5.5 vs GPT-6.1 Sol

Jev Ultrafast, Explained: How a Browser Agent Gets a Flight Search Down to 7 Seconds

The Best Open Source LLMs in August 2026: A Developer's Honest Guide

📊 One File, Twenty-Five Images, Part 2/2 - The Numbers

How Low Can Image Quality Go Before People Notice? Visual Perception and Compression Thresholds

Benchmark the Model–Harness Pair, Not the Model

How I tried to write an article about slow Chinese LLMs

Claude Mythos Reportedly Beats Opus 4.6 by 13 Points on SWE-bench — and GPT-5.6 Looks Imminent

Agent Test-Time Scaling Has a Ceiling: CMU Research 2026

GPT-5.5 vs Claude vs Gemini: The Avengers Problem Nobody Talks About