四天连发四款前沿大模型，Claude与Gemini等新王对决，基准成绩深度解析，AI圈一周动态全掌握。
Week of August 11 to 18, 2026 Four labs shipped frontier models within four days of each other this week, and every one of them was tuned for the same…
四大国产AI模型实测对比，选型不纠结。
DeepSeek vs Qwen vs Kimi vs GLM: Which One Should You Use? Hey there! Let me be honest with you — a few months ago, I was stuck in a rut. Every AI pro…
Cerebras实测GPT-5.6 Ultrafast，在博士级基准HLE上对比热门模型，看速度与智能能否兼得。
Article URL: https://www.cerebras.ai/blog/accelerating-gpt-5-6-sol-ultrafast-with-openai Comments URL: https://news.ycombinator.com/item?id=49289844 P…
基准测试越跑越贵，固定参数校准让跨模型对比更公平高效
arXiv:2604.12843v3 Announce Type: replace Abstract: The rapid release of both language models and benchmarks makes it increasingly costly to evaluate …
三家AI推荐同一问题答案大相径庭，用40次实测揭示“AI推荐”背后的分歧有多大。
Everyone talks about "getting recommended by AI" as if AI is one thing. It is not. I put the same 40 buying questions to ChatGPT, Gemini and Perplexit…
面对OpenRouter上琳琅满目的AI模型，如何做出明智选择？这里有实战经验与决策思路分享。
I am experimenting with models other than Claude or OpenAI, using OpenWebUI connected to openrouter.ai and am overwhelmed by the choices. The descript…
别再只看每百万token单价，输入输出占比才是成本关键，用统一API密钥对比三家模型费用。
Bottom line: if you want one API key across OpenAI, Claude and Gemini and you're choosing mainly on token cost, put a thin router in front of your app…
对比Claude Sonnet，用1/30成本实现LLM跟踪摘要，监控效率飙升。
We run one LLM call on every agent trace we ingest: it reduces the trace to a short, searchable digest. Because it runs on every trace from every cust…
Ethan Mollick 的 AI 选择指南：从聊天模型进化到 agent，帮你快速选对工具。
An opinionated guide to which AI to use to do stuff It's interesting watching the evolution of Ethan Mollick's guide over time. A year ago it was stil…
半价性能却让网友惊呼“差点从椅子上摔下来”，Opus 5实测对比Fable 5竟能打平甚至反超，AI视频生成新卷王来了。
模型变强，Claude Code系统提示词都精简了
通过构建评估基准，揭示LLM在结构化数据提取上与正则表达式高度一致，提醒我们警惕AI万能论。
I set out to have a language model classify integration failures. I built an evaluation harness to prove it worked. The harness proved it wasn't worth…
四大顶级AI模型同台竞技，谁能画出蒙娜丽莎？彩铅风格绘画能力大比拼！
Article URL: https://www.tryai.dev/blog/ai-drawing-arena-colored-pencils-claude-gpt-grok Comments URL: https://news.ycombinator.com/item?id=48998404 P…
自己动手跑基准测试，公平对比Kimi K3与Claude系列，结果不含糊。
Kimi K3 was released this week, and like every model release it's being judged on leaderboard scores and screenshots. But a score is a bit like a foot…
物理AI领域两大巨头正面交锋：GPT-5.6与Claude Fable 5性能、成本全方位对决，谁更胜一筹？
Article URL: https://juliahub.com/blog/frontier-models-physical-ai-evaluation Comments URL: https://news.ycombinator.com/item?id=48990514 Points: 1 # …
工程师亲身验证：高价AI并非必需，可预测性才是关键
In most discussions today, it feels like using advanced AI models has become a status signal: higher usage, bigger bills, “Claude maxed out again”, et…
两大AI模型Claude Fable 5与GPT-5.6 Sol在音乐视频生成上一决高下，百美元预算的创意对决。
Article URL: https://www.tryai.dev/blog/ai-music-video-arena-claude-vs-gpt-5.6 Comments URL: https://news.ycombinator.com/item?id=48939524 Points: 283…
前OpenAI首席技术官穆拉蒂打造的多模态开源AI模型Inkling，多项基准测试大幅领先，智能体工作流表现惊艳。
IT之家 7 月 16 日消息，由前 OpenAI 首席技术官米拉 · 穆拉蒂（Mira Murati）创立的思维机器实验室（Thinking Machines Lab）最新推出 Inkling 多模态 AI 模型， 被认为是美国最强的开源模型。 IT之家注：思维机器实验室由 OpenAI 前首席技…
一键追踪2400+AI基准测试，快速查看模型能力排名与评分。
We’re launching BenchmarkList: one place to track AI benchmarks, models, and capabilities. It’s surprisingly hard to get a complete picture of what AI…
数据科学家亲测10款AI编码模型，5个任务评分+定价数据，帮你选最值工具。
I Ran 10 AI Coding Models Through 5 Tasks: A Data Scientist's Take I'll be honest — I went into this expecting a clear winner. I came out with a scatt…
12款AI模型同台竞技构建4款应用，看谁表现更惊艳。
Article URL: https://www.tryai.dev/blog/gpt-5.6-build-off-12-models Comments URL: https://news.ycombinator.com/item?id=48865093 Points: 151 # Comments…