llm-benchmarks

AI 大模型世界，把 556 个大模型拟人化成像素小人的可视化站点。进来就能看到此刻谁最聪明、谁最会写代码、谁最便宜、谁刚发布，往下是国内与国外分区的厂商广场、完整的发布时间线和多维排行榜。搜索认模型名、厂商和能力，输入「多模态」会直接列出全部多模态模型。数据取自 Epoch AI、models.dev、LiveBench 与 Hugging Face，每小时自动同步，所有文案由真实数据生成，不调用任何 LLM。Next.js 静态导出，零后端。

Can AI agents rebuild websites through browser exploration?

How many bugs can LMs find & fix in large codebases?

Automated auditing pipeline for LLM and agent benchmarks — surfaces task ambiguity, environment conflicts, and evaluation bugs.

Run LLMs on Intel Arc (B60, B580, B570, B50, B70, A770) with llama.cpp Vulkan: benchmarks, tuning, agent reliability evals, raw data.

7 Claude Code skills for software architecture review (Python, web, cloud, microservices). Includes A/B benchmarks against unskilled baseline, assertion-graded eval suite, and interactive dashboards.

This project aims to address this gap by conducting a systematic, controlled study of human versus LLM-generated text detectability using paired question–answer datasets. Rather than proposing a novel detection architecture, the focus is on analyzing detection robustness, failure modes, and the impact of adversarial humanization strategies.

Live, open-source benchmark for comparing AI coding agents on real GitHub issues

A lightweight desktop app for benchmarking locally running LLMs through any OpenAI-compatible inference server (Ollama, vLLM, llama.cpp server, LM Studio, SGLang…)

Claude Fable 5 API use cases, coding agent workflows, benchmarks, integrations, and multilingual evidence library for EvoLink.

Benchmark methodology, task sets, and evaluation results for RA²R

A living, evidence-based tracker of personalized LLM & agent research — benchmarks, methods, and surveys across preference alignment, long-term memory, multimodal, tool use, safety and privacy.

A/B evaluate any LLM task with and without Ejentum cognitive injection. n8n workflow + TypeScript module.

Gemini 3.8 Flash Dropped: Frontier Level Reasoning Under - Gemini 3.8 Flash and 3.8 Flash Cyber model overview, benchmarks, and architecture.

Live wallpapers for macOS, one per Desktop Space, each a single Zig or Metal file you can write yourself. Flagship: Cygnus A, a spinning (Kerr) black hole and its accretion disk, traced on the GPU.

OpenCode TUI plugin for model benchmark scores, token costs, and token efficiency.

Artificial Analysis Intelligence Index vs parameter count for open-weights LLMs, plus a guide to what you can run locally. Unofficial.

Benchmarks, setup guides, and workarounds for running LLMs on Apple Silicon. Tested on M1 Max 64 GB — covers Ollama, MLX, quantization, memory management, and model recommendations.

Agent skill and CLI that compare LLM models on a fixed, auditable scale from ArtificialAnalysis.ai: benchmarks, price, speed, cost per task. No API key.

Curated, source-linked list for Gemini 4 Carbon: benchmarks, pricing, access, safety, official sources