根据功能和用途，为你挑选 12 款 Lightning AI（原 Grid.ai）的替代工具。
| 排名 | 工具和标语 | 官方域名 | 月访问量 | 月度增长 (MoM) |
|---|
| 定价模式 |
|---|
| 主要市场 |
|---|
| 评分 |
|---|
| 比较 |
|---|
| ● | Lightning AI（原 Grid.ai） | grid.ai | 1.03万 | -192 (-1.8%) | Usage-based / Contact for Pricing | 美国 | 4.4 | 概览 |
| 1 | Lightning AI | lightning.ai | 27.26万 | -3.81万 (-12.3%) | 免费增值，付费，定价请咨询 | 美国 | 4.7 | 比较 |
| 2 | RunPod | runpod.io | 288.1万 | 16.15万 (+5.9%) | 付费 | 美国 | 4.7 | 比较 |
| 3 | Nebius | nebius.com | 114.57万 | 11.08万 (+10.7%) | 付费，定价请咨询 | 美国 | 4.5 | 比较 |
| 4 | Vast.ai | vast.ai | 125.76万 | 3.42万 (+2.8%) | 付费 | 美国 | 4.6 | 比较 |
| 5 | Thunder Compute | thundercompute.com | 10.21万 | -4.17万 (-29%) | Paid (per-minute instances, per-second sandboxes) | 美国 | 4.4 | 比较 |
| 6 | FluidStack | fluidstack.io | 15.46万 | 1.05万 (+7.3%) | 付费，定价请咨询 | 美国 | 4.4 | 比较 |
| 7 | TensorDock | tensordock.com | 1.97万 | -5977 (-23.3%) | 付费 | 美国 | 4.2 | 比较 |
| 8 | Modal | modal.com | 119.6万 | 27.72万 (+30.2%) | 免费增值，定价请咨询 | 美国 | 4.8 | 比较 |
| 9 | Massed Compute | massedcompute.com | 1.18万 | -2.1万 (-64.1%) | 付费，定价请咨询 | 美国 | 4.2 | 比较 |
| 10 | Cirrascale | cirrascale.com | 2.72万 | 4046 (+17.5%) | 付费 | 美国 | 4.2 | 比较 |
| 11 | Salad | salad.com | 71.35万 | 6.75万 (+10.4%) | 免费试用，付费，定价请咨询 | 美国 | 4.3 | 比较 |
| 12 | Lium | lium.io | 5.85万 | -9453 (-13.9%) | 付费 | 美国 | 4.3 | 比较 |
免费 / 开源由 PyTorch Lightning 创建团队打造的 AI 云平台
Nebius is an AI-focused cloud platform that gives teams non-virtualized NVIDIA GPU clusters, managed MLOps tooling, and a serverless inference layer so they can move from experiment to production on one stack.
Nebius is an AI-focused cloud platform that gives teams non-virtualized NVIDIA GPU clusters, managed MLOps tooling, and a serverless inference layer so they can move from experiment to production on one stack.
从全球市场按秒租用云 GPU
低成本云 GPU：面向 AI 工作负载的按分钟实例与按秒计费沙箱。
低成本云 GPU：面向 AI 工作负载的按分钟实例与按秒计费沙箱。
FluidStack builds and operates large-scale compute infrastructure for AI, including gigawatt-class data centers and GPU clusters used for training and inference. The company designs its own power, cooling and data center systems, onshores manufacturing and deploys solar generation to supply the power its clusters need. Rather than a self-serve cloud console, FluidStack works with AI labs and enterprises to provision large reserved clusters, with orchestration tooling for the ML frameworks and schedulers those teams already use.
FluidStack builds and operates large-scale compute infrastructure for AI, including gigawatt-class data centers and GPU clusters used for training and inference. The company designs its own power, cooling and data center systems, onshores manufacturing and deploys solar generation to supply the power its clusters need. Rather than a self-serve cloud console, FluidStack works with AI labs and enterprises to provision large reserved clusters, with orchestration tooling for the ML frameworks and schedulers those teams already use.
按需租用云 GPU，价格比主流云最多低 80%
免费 / 开源面向 AI 与数据负载的无服务器云基础设施
Massed Compute is a cloud GPU provider offering on-demand NVIDIA instances, single-tenant bare metal servers, large InfiniBand node clusters, and a programmatic REST API and MCP server. It targets AI training, inference, machine learning, data analytics, and VFX rendering workloads.
Massed Compute is a cloud GPU provider offering on-demand NVIDIA instances, single-tenant bare metal servers, large InfiniBand node clusters, and a programmatic REST API and MCP server. It targets AI training, inference, machine learning, data analytics, and VFX rendering workloads.
面向训练与推理工作负载的私有 AI 云
免费 / 开源编排全球闲置消费级 GPU 的分布式 GPU 云
代理优先的 GPU 云：在终端或 API 中按秒租用 NVIDIA 算力
