Metamorph Labs

在互联环境中跟踪、评估并交付 AI 模型与智能体。

免费 / 开源面向企业的 AI 基础设施平台，统一管理 GPU 集群并加速模型落地

为 AI 训练、评估与研究提供高质量人类数据

协作式 LLM 开发、测试与监控平台

免费 / 开源Label Studio is an open-source data labeling and AI evaluation platform from HumanSignal. It handles images, video, audio, text, documents, time series and agent traces in one flexible workspace, and connects to your ML pipeline through an API, Python SDK and webhooks.

SuperAnnotate is an AI data platform that combines a collaborative multimodal annotation editor, an expert data-operations team, and the orchestration layer needed to move curated datasets into training, evaluation, and production pipelines. It is aimed at teams building computer vision, NLP, audio, and generative AI systems who need reliable, high-quality ground truth at scale.

免费 / 开源OSS Insight is a free analytics platform that turns more than ten billion GitHub events into dashboards, rankings and comparisons for repositories, developers and organizations. It also covers the fast-moving world of AI agents, LLM tooling and MCP servers.

为 AI 训练数据而生的标注平台与托管标注服务

在一个受治理的工作空间中完成多模态训练数据的整理、标注与质检

免费 / 开源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.

免费 / 开源面向生产级 AI 的智能体可观测性、评估与持续改进平台

前沿 AI 训练所用的环境，以及负责重复性工作的智能体