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头对头基准测试
Merge vs MindsDB (MindsHub)
Merge 记录了 313,201 月访问量，月度环比增长为 +1.7%，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。
Merge 记录了 313,201 月访问量，月度环比增长为 +1.7%，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 | merge.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 | 31.32万 (313,201) | 575 (575) |
| 月度环比流量变化 | +5355 (+1.7%) | -187 (-24.5%) |
| 主要市场与份额 | 🇺🇸 美国 (33.4%) | 🌐 全球 (—) |
| 直接访问 / 月 | 9.71万 | 227 |
| 用户评分 | 4.4 | 4.3 |
| 支持的平台 | 网站 | 网站 |
连接智能体、数据、工具与模型的通用上下文引擎
一个标准化 API 即可将产品接入数百个 HRIS、薪酬、ATS、CRM、会计、工单和文件存储系统，支持读取与写入。
让智能体以安全、已鉴权的方式访问数千个跨第三方服务的现成工具，并具备作用域权限和审计日志。
通过一个 API 路由所有模型，支持自动故障转移、预置或自定义路由规则以及支出与性能控制。
将已批准的 MCP 连接器、模型和技能分发给员工 AI 工具，并提供按团队预算、DLP 扫描与审计日志。
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。
专项更强Google 的快速原型开发 IDE 与开发者 API 工作台，用于构建基于 Gemini 模型的多模态应用。
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.
让 AI 智能体安全接入 1700+ 应用
无需代码，构建自定义 AI 智能体与工作流
专项更强Industry-standard platform for designing and testing APIs, but lacks Merge's pre-built managed authentication and unified integration connectors.
专项更强Industry-standard platform for designing and testing APIs, but lacks Merge's pre-built managed authentication and unified integration connectors.
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.
专项更强Web search and crawling API purpose-built for AI agents, but does not provide third-party SaaS data integration infrastructure.
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
