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头对头基准测试
Composio vs MindsDB (MindsHub)
Composio 记录了 2,782,603 月访问量，月度环比增长为 +22.8%，定价为免费增值，定价请咨询。MindsDB (MindsHub) 记录了 575 月访问量，增长率为 -24.5%，定价为免费增值，定价请咨询。
Composio 记录了 2,782,603 月访问量，月度环比增长为 +22.8%，定价为免费增值，定价请咨询。MindsDB (MindsHub) 记录了 575 月访问量，增长率为 -24.5%，定价为免费增值，定价请咨询。
所有模型，一把钥匙，让团队的 AI 支出真正可控
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | composio.dev | mindsdb.com |
| 定价模式 | 免费增值，定价请咨询 | 免费增值，定价请咨询 |
| 月访问量 | 278.26万 (2,782,603) | 575 (575) |
| 月度环比流量变化 | +51.74万 (+22.8%) | -187 (-24.5%) |
| 主要市场与份额 | 🇺🇸 美国 (28.6%) | 🌐 全球 (—) |
| 直接访问 / 月 | 123.89万 | 227 |
| 用户评分 | 4.5 | 4.3 |
| 支持的平台 | 网站 | 网站 |
让 AI 智能体安全接入 1700+ 应用
覆盖生产力、CRM、客服、研发、财务、人事与电商等场景的庞大预置集成目录，每个工具包都向智能体暴露可调用的动作。
Composio 负责 OAuth 流程、凭证存储与刷新，并按动作限定权限范围，智能体只能在你允许的范围内操作。
一个托管 MCP 端点，几次点击即可把 Claude、ChatGPT、Codex、Cursor 等 MCP 客户端接入你的全部工具目录。
根据已连接应用中发生的事件启动后台智能体，无需用户提示即可开始工作。
所有模型，一把钥匙，让团队的 AI 支出真正可控
通过 api.mindshub.ai 上一个兼容 OpenAI 与 Anthropic 的接口，调用 GPT、Claude、Gemini、DeepSeek、Qwen、Kimi、GLM、Grok 等模型。
开源工作区，团队可把研究、分析、报告撰写与编码任务交给由自选模型驱动的智能体。
按模型、团队、成员或 API 密钥查看每日支出，并用月度或每日预算告警或自动暂停付费流量。
通过内置或自定义角色授予创建 API 密钥或查看账单的权限，并按机构、工作区或团队屏蔽或放行模型。
免费 / 开源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
免费 / 开源ModelScope (魔搭社区) is an open-source AI community and model service platform that hosts thousands of pretrained models, datasets, and ready-to-run demos, backed by Alibaba Cloud infrastructure.
无需代码，构建自定义 AI 智能体与工作流
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
Together AI is the AI Native Cloud — a full-stack platform for running, fine-tuning and training open-source models. It spans serverless inference APIs, dedicated endpoints, GPU clusters, post-training and storage, all backed by in-house systems research.
免费 / 开源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.
免费 / 开源Unsloth is an open-source toolkit for running and training large language models locally. It provides faster, more memory-efficient fine-tuning, a local chat and agent environment with browser use, image and video generation, and an OpenAI-compatible API your existing tools can connect to.
高可信前沿推理，端到端加密
专项更强Robust TypeScript framework for agent workflows and tools, but requires writing custom integration code instead of pre-built connectors.
