SWE-bench is a benchmark for evaluating large language models on real-world software issues collected from GitHub. Given a codebase and an issue, a language model generates a patch that resolves the described problem.
OpenLM Arena is a leaderboard site that ranks large language models. It bases rankings on three benchmarks: an agent-driven battle platform with Bradley-Terry Elo ratings from LLM-as-a-judge votes, a Model Intelligence Index, and the ARC-AGI-2 general intelligence benchmark. The page lists models with Elo, coding, vision, MII and ARC-AGI figures alongside organization and license.
LLM Explorer is a directory of open-source language models and AI agents. It lists 150 AI agents and 64,811 open-source large and small language models, grouped into categories with benchmarks and analytics.
LLM Stats is an independent AI evaluations lab that measures performance on real-world tasks, with its profile pointing to llm-stats.com. The X account has 406 posts and was joined in February 2025.
Havoptic tracks releases and changelogs for AI coding tools including Claude Code, Cursor, Codex CLI and Gemini CLI, summarizing each release in plain English with full version history and daily updates. A public API and MCP server documentation provide access to release data, cadence stats and feature comparisons without authentication.
An article presenting initial impressions of DSPy, a framework developed by the Stanford NLP group for algorithmically optimizing language model prompts. The author describes DSPy as closing the loop of prompt engineering by turning a manual process into a structured machine learning workflow. The piece notes it is not a substitute for the official documentation and covers topics such as teleprompter, optimization, compile, bootstrapping and metric functions.
ChatWithCloud is an AWS natural language CLI that lets users ask questions about their AWS account in plain English from the terminal. It turns questions into AWS API calls against the account, covering cost analysis, IAM audits and troubleshooting, and it can make infrastructure changes. The first 15 runs are free.
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OpenLM Arena is a leaderboard site that ranks large language models. It bases rankings on three benchmarks: an agent-driven battle platform with Bradley-Terry Elo ratings from LLM-as-a-judge votes, a Model Intelligence Index, and the ARC-AGI-2 general intelligence benchmark. The page lists models with Elo, coding, vision, MII and ARC-AGI figures alongside organization and license.
LLM Explorer is a directory of open-source language models and AI agents. It lists 150 AI agents and 64,811 open-source large and small language models, grouped into categories with benchmarks and analytics.
LLM Stats is an independent AI evaluations lab that measures performance on real-world tasks, with its profile pointing to llm-stats.com. The X account has 406 posts and was joined in February 2025.
Havoptic tracks releases and changelogs for AI coding tools including Claude Code, Cursor, Codex CLI and Gemini CLI, summarizing each release in plain English with full version history and daily updates. A public API and MCP server documentation provide access to release data, cadence stats and feature comparisons without authentication.
An article presenting initial impressions of DSPy, a framework developed by the Stanford NLP group for algorithmically optimizing language model prompts. The author describes DSPy as closing the loop of prompt engineering by turning a manual process into a structured machine learning workflow. The piece notes it is not a substitute for the official documentation and covers topics such as teleprompter, optimization, compile, bootstrapping and metric functions.
ChatWithCloud is an AWS natural language CLI that lets users ask questions about their AWS account in plain English from the terminal. It turns questions into AWS API calls against the account, covering cost analysis, IAM audits and troubleshooting, and it can make infrastructure changes. The first 15 runs are free.
