https://ai-rankings-lab.pages.dev/ 截至 2026-09-05 · 21 主题 · 每榜 Top 20 · 前沿 AI 索引地图 https://ai-rankings-lab.pages.dev/index.html#panel-llm-foundations https://ai-rankings-lab.pages.dev/index.html#panel-llm-foundations 当前主流量产/可调用的前沿基座. Top 5: Claude Fable 5 / Opus 4.8 class, GPT-5.6-Sol / GPT-5.5 Pro class, Gemini 3.1 / 3.x class, Grok 4.5 / xAI, DeepSeek-V3 / R1 class https://ai-rankings-lab.pages.dev/index.html#panel-agent-frameworks https://ai-rankings-lab.pages.dev/index.html#panel-agent-frameworks 把模型变成可运行系统的编排层. Top 5: LangGraph, Claude Agent SDK / Claude Code harness, OpenAI Agents SDK, MCP (Model Context Protocol), CrewAI https://ai-rankings-lab.pages.dev/index.html#panel-coding-agents https://ai-rankings-lab.pages.dev/index.html#panel-coding-agents 开发者每天真正用来交付的界面. Top 5: Claude Code, Codex CLI / VS Code agent, Cursor, GitHub Copilot Workspace / agent, Windsurf / Devin Desktop https://ai-rankings-lab.pages.dev/index.html#panel-rag-memory https://ai-rankings-lab.pages.dev/index.html#panel-rag-memory 检索与跨会话记忆（生产常用组件）. Top 5: LlamaIndex, LangChain / LangGraph retrievers, Pinecone, Qdrant, Weaviate https://ai-rankings-lab.pages.dev/index.html#panel-image-gen https://ai-rankings-lab.pages.dev/index.html#panel-image-gen 2026 静态图像生成主路径. Top 5: ChatGPT Images 2.0 / GPT Image 2, Grok / Imagine, Flux family, Midjourney v7 class, Ideogram https://ai-rankings-lab.pages.dev/index.html#panel-video-gen https://ai-rankings-lab.pages.dev/index.html#panel-video-gen 文/图生视频与口播 avatar. Top 5: Google Veo 3.x, Sora class, Kling, Runway Gen-3/4, Luma Dream Machine https://ai-rankings-lab.pages.dev/index.html#panel-voice-audio https://ai-rankings-lab.pages.dev/index.html#panel-voice-audio TTS / STT / 音乐 / 语音 agent. Top 5: ElevenLabs, OpenAI Realtime / TTS, Whisper family, Deepgram, AssemblyAI https://ai-rankings-lab.pages.dev/index.html#panel-eval-observability https://ai-rankings-lab.pages.dev/index.html#panel-eval-observability 量、追、拦——agent 上线三件套. Top 5: LangSmith, Langfuse, Phoenix / Arize, Braintrust, Promptfoo https://ai-rankings-lab.pages.dev/index.html#panel-infra-serving https://ai-rankings-lab.pages.dev/index.html#panel-infra-serving 模型真正跑在哪里. Top 5: vLLM, TensorRT-LLM, Ollama, llama.cpp / GGUF, MLX https://ai-rankings-lab.pages.dev/index.html#panel-ai-product-trends https://ai-rankings-lab.pages.dev/index.html#panel-ai-product-trends 2026 更易获得预算/分发的形状. Top 5: Agentic coding workspaces, Vertical agents (legal/tax/health), Personal agent OS / second brain, AI ads & UGC factories, AI landing-page generators https://ai-rankings-lab.pages.dev/index.html#panel-ai-leaders https://ai-rankings-lab.pages.dev/index.html#panel-ai-leaders 定义议程的人，不是网红粉丝榜. Top 5: Demis Hassabis (Google DeepMind), Dario Amodei (Anthropic), Sam Altman (OpenAI), Yann LeCun (Meta FAIR / AMI Labs), Jensen Huang (NVIDIA) https://ai-rankings-lab.pages.dev/index.html#panel-top-labs https://ai-rankings-lab.pages.dev/index.html#panel-top-labs 谁在出模型、出论文、出默认栈 — 均附官方 X. Top 5: Google DeepMind, OpenAI, Anthropic, Meta FAIR / Superintelligence Labs, Microsoft Research / Microsoft AI https://ai-rankings-lab.pages.dev/index.html#panel-landmark-papers https://ai-rankings-lab.pages.dev/index.html#panel-landmark-papers 每条可点 arXiv/Nature 原文——不是本周引用热度榜. Top 5: Attention Is All You Need (Vaswani et al.), Scaling Laws / Kaplan et al., GPT-3 / few-shot learners, InstructGPT / RLHF, Constitutional AI (Anthropic) https://ai-rankings-lab.pages.dev/index.html#panel-buyer-benchmarks https://ai-rankings-lab.pages.dev/index.html#panel-buyer-benchmarks 每条可点官方榜/仓库——采购会上被点名的尺子. Top 5: LM Arena / Chatbot Arena Elo, SWE-bench / SWE-bench Verified, HumanEval, LiveCodeBench, MMLU https://ai-rankings-lab.pages.dev/index.html#panel-product-hunt https://ai-rankings-lab.pages.dev/index.html#panel-product-hunt 启动/分发面上常被点名的 AI 产品——每条可点官网. Top 5: ChatGPT, Claude, Cursor, Perplexity, v0 (Vercel) https://ai-rankings-lab.pages.dev/index.html#panel-appstore-ai https://ai-rankings-lab.pages.dev/index.html#panel-appstore-ai iOS 上高频 AI 消费入口——每条可点 App Store 页（编辑地图，非实时总榜）. Top 5: ChatGPT, Claude by Anthropic, Google Gemini, Microsoft Copilot, Grok https://ai-rankings-lab.pages.dev/index.html#panel-playstore-ai https://ai-rankings-lab.pages.dev/index.html#panel-playstore-ai Android 上高频 AI 消费入口——每条可点 Play 详情页（编辑地图，非实时总榜）. Top 5: ChatGPT, Claude by Anthropic, Google Gemini, Microsoft Copilot, Grok https://ai-rankings-lab.pages.dev/index.html#panel-x-hot-topics https://ai-rankings-lab.pages.dev/index.html#panel-x-hot-topics X 上高频 AI 议程话题——每条可点搜索/标签（编辑索引，非官方实时 Trends）. Top 5: AI Agents, Claude / Anthropic, ChatGPT / OpenAI, Grok / xAI, Gemini / Google AI https://ai-rankings-lab.pages.dev/index.html#panel-reddit-ai-hot https://ai-rankings-lab.pages.dev/index.html#panel-reddit-ai-hot Reddit AI 社区高频议题——每条可点子版/热帖搜索（编辑索引，非全站实时总榜）. Top 5: r/MachineLearning · hot, r/LocalLLaMA · hot, r/OpenAI · hot, r/ClaudeAI · hot, r/ChatGPT · hot https://ai-rankings-lab.pages.dev/index.html#panel-github-ai https://ai-rankings-lab.pages.dev/index.html#panel-github-ai 开源 AI 高频仓库——每条可点 GitHub（编辑地图，非实时 Trending 位次）. Top 5: ollama/ollama, ggml-org/llama.cpp, huggingface/transformers, vllm-project/vllm, sgl-project/sglang https://ai-rankings-lab.pages.dev/index.html#panel-ai-skills https://ai-rankings-lab.pages.dev/index.html#panel-ai-skills Agent/Claude Skills 与分发面——每条可点文档或仓库（编辑地图，非下载量实时榜）. Top 5: Anthropic Agent Skills (docs), anthropics/skills, vercel-labs/agent-skills, awesome-claude-skills, AgentSkill.sh