Data month 2026-08
Best Model Infrastructure AI Tools
As of 2026-08, AlphaMoat tracks 757 AI websites tagged Model Infrastructure. The most visited is Google AI Studio with 113.0M monthly visits (-3.4% MoM). Ranked by latest monthly traffic, updated monthly.
#ProductCompanyIndustryVisitsMoM
1
GoogleGeneral AI113.0M-3.4%
The Gemini development entry point from prompts to production.
2
Hugging FaceGeneral AI31.2M+10.7%
An open, collaborative community platform for models, datasets, and AI apps.
3
OllamaGeneral AI10.3M+3.3%
Run open models safely locally and use cloud compute on demand.
4
RenderProgramming7.4M+4.2%
A managed cloud platform for deploying apps and AI agents.
5
GoogleGeneral AI6.3M+172.1%
Go from prompt experiments to production apps fast with Gemini.
6
BytePlusGeneral AI4.0M+50.8%
A native cloud platform for enterprises to build, deploy, and scale AI.
7
DigitalOceanGeneral AI3.9M-8.1%
AI-native cloud unifying agents, inference and cloud resources.
8
魔搭社区General AI3.6M+22.5%
An open-source community for model exploration, inference, training, deployment, and apps.
10
Abacus.AIGeneral AI3.2M-10.4%
Build applied AI systems for professionals and enterprises.
11
RunPodGeneral AI2.8M+14.2%
On-demand GPU and serverless compute to run AI workloads
12
NVIDIAGeneral AI2.8M-14.7%
A developer platform to explore models and call the NVIDIA NIM inference API.
13
硅基流动General AI2.7M-29.9%
Efficient, low-cost multi-model inference and enterprise deployment services
14
FalGeneral AI2.7M+12.6%
Run image, video, three-dimensional, and audio generation models for developers.
15
Weights & BiasesGeneral AI2.0M-4.6%
Track, visualize, and improve machine-learning experiment workflows
16
WaveSpeedGeneral AI1.9M-3%
Unified access to multiple image, video, and audio generation models
17
AnacondaProgramming1.7M+0.6%
A trusted open-source Python and AI development and governance platform.
18
sas.comNews & Analytics1.6M+7.9%
sas.com 对应 sas.com，官网入口为 https://www.sas.com/en_us/home.geo.html。
19
AILab ToolsImage & Design1.5M-3.2%
Online AI tools and APIs for portrait retouching, background removal, and image enhancement.
20
UnslothGeneral AI1.5M+47.7%
A no-code workbench for training, running, and exporting open models locally
21
BlackboxGeneral AI1.5M-7.7%
Provides private, isolated, and high-speed frontier model inference.
22
PalantirNews & Analytics1.3M-10.5%
An enterprise software platform connecting organizational data, decisions, and operations.
23
Vast.aiGeneral AI1.2M+17.9%
Rent and auto-schedule cloud compute at real-time market prices.
24
QwenCloudGeneral AI1.1M+119.8%
A cloud dev platform to host and call Qwen models.
26
ArmGeneral AI1.0M-1.8%
Arm's custom system-on-chip for AI data centers
27
MicrosoftGeneral AI1.0M-15.3%
Microsoft的轻量级高级多模式模型专注于文本和视觉高质量推理密集型数据。
28
CerebrasGeneral AI996.9K-1.9%
Wafer-scale chips delivering high-speed model training and inference.
29
ModalGeneral AI972.8K+5.7%
Run large-scale CPU, GPU, and data jobs elastically with Python
30
NebiusGeneral AI963.1K+20.8%
A purpose-built cloud for AI training and inference, from chips to API
31
ExaGeneral AI930.8K+9.9%
Real-time web search, deep research, and structured content for agents
32
SerpApiGeneral AI922.5K-6.9%
Get structured search-engine results via a real-time API.
33
TelnyxGeneral AI918.2K-3.9%
Global communications and model-running infrastructure for real-time voice agents.
34
Together AIGeneral AI785.1K-6.4%
Run inference, fine-tuning, and compute clusters on an AI-native cloud
35
scikit-learnGeneral AI764.9K-12.5%
Train, evaluate, and apply machine-learning models in Python
36
UltralyticsGeneral AI745.2K-24.6%
From data annotation and YOLO training to global model deployment
37
BAIGeneral AI718.0K+110.4%
Connects model access and cross-border payment for AI agents.
38
Fireworks AIGeneral AI713.6K-21.1%
A high-performance inference platform to train and deploy specialized open models.
39
Teachable MachineEducation & Research625.5K+22.7%
Train models that recognize images, sound, and poses with no code
40
SaladGeneral AI609.7K-4.2%
Deploys and runs AI workloads with distributed GPU resources
41
CohereGeneral AI608.5K-21.3%
Cohere's open-source generative AI application development toolkit.
42
DecartGeneral AI583.8K+42.2%
Model platform for real-time AI and video generation.
43
TinkerGeneral AI574.2K-45.7%
Control every aspect of model training and fine-tuning
44
TensorFlowGeneral AI558.8K-7.4%
Build, train, and deploy machine-learning models across environments
45
DeepInfraGeneral AI546.5K+11.4%
On-demand machine learning model inference you can deploy directly
46
SaplingWriting521.9K+18.3%
Provides grammar, autocomplete, and language-model APIs for enterprise communication
47
UpstashProgramming513.7K-11.4%
Serverless data platform for developers and agents
48
ScalewayProgramming477.1K-3.1%
European cloud compute, model APIs, and dedicated GPU clusters
49
CoreWeaveProgramming473.2K-9.2%
Cloud platform providing compute for generative-AI training and inference.
50
RunComfyGeneral AI466.6K-7.2%
Cloud platform to run and deploy ComfyUI workflows without installing anything
Related tags
Data month: 2026-08 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.