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Tools/Infrastructure

Best Infrastructure Tools

40 infrastructure tools compared — reviews, pricing & social mentions

1FriendliAI
FriendliAIinferencesubscription + tieredFree tier

Inference performance drives profitability.

25 /moAlternatives
2Cloudflare
Cloudflaresubscription + freemium + per-seat + tieredFree tier

Make employees, applications and networks faster and more secure everywhere, while reducing complexity and cost.

10 /moAlternatives
3Netlify
Netlifyusage-based + subscription + freemium + tieredFree tier

Create with AI or code, deploy instantly on production infrastructure. One platform to build and ship.

9 /moAlternatives
4Inference
InferencedistributedtieredFree tier

Train, deploy, observe, and evaluate LLMs from a single platform. Lower cost, faster latency, and dedicated support from Inference.net.

6 /moAlternatives
5Lambda
Lambdagpu-cloudtiered

Cloud GPUs, on-demand clusters, private cloud, and hardware for AI training and inference. Run B200 and H100, deploy fast, and scale cost effectively.

2 /moAlternatives
6CoreWeave
CoreWeavegpu-cloudsubscription + tiered

CoreWeave is the force multiplier that empowers pioneers with momentum, magnitude, and mastery—enabling them to innovate with confidence. Explore the

1 /moAlternatives
7Ray Serve
Ray Serveservingtiered
1 /mo41,936Alternatives
8Modal
Modalserverless-gpuusage-based + tieredFree tier

Bring your own code, and run CPU, GPU, and data-intensive compute at scale. The serverless platform for AI and data teams.

1 /mo456
9Baseten
Basetenmodel-servingsubscription + tieredFree tier

Serve and scale open-source and custom AI models on the fastest, most reliable inference platform.

1,131
10Vast.ai
Vast.aigpu-marketplacetiered

Real-Time GPU Pricing

Alternatives
11Recall.ai
Recall.aimeeting-apitieredFree tier

Recall.ai provides an API to get recordings, transcripts and metadata from video conferencing platforms like Zoom, Google Meet Microsoft Teams, and mo

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12Livekit
LivekitrealtimetieredFree tier

An open source framework and developer platform for building, testing, deploying, scaling, and observing agents in production.

17,887
13llama.cpp
llama.cppinferencesubscription + tiered

LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub.

101,000Alternatives
14Paperspace
Paperspacegpu-cloudsubscription + freemium + tieredFree tier

Accelerate AI training, power complex simulations, and render faster with NVIDIA H100 GPUs on Paperspace. Easy setup, cost-effective cloud compute.

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15KServe
KServeservingtiered

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

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16FluidStack
FluidStackgpu-cloudtiered

Leading AI Cloud Platform for top AI labs. Immediate access to thousands of H200s with InfiniBand.

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17Banana
Bananaserverless-gpusubscription + tiered

Inference hosting for AI teams who ship fast and scale faster.

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18Daily.co
Daily.covideo-apiusage-based + subscription

Daily is the team behind Pipecat. Ultra low latency, open source SDKs, and enterprise reliability since 2016.

Alternatives
19Seldon
Seldonserving
4,737Alternatives
20Petals
Petalsdistributedtiered

Run large language models at home, BitTorrent‑style

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21ExLlamaV2
ExLlamaV2inferencetiered

A fast inference library for running LLMs locally on modern consumer-class GPUs - turboderp-org/exllamav2

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22DeepSpeed
DeepSpeedtrainingtiered

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

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23TensorRT-LLM
TensorRT-LLMinferencetiered
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24Salad
Saladgpu-cloudsubscription + tieredFree tier

Save up to 90% on cloud costs compared to hyperscalers. Deploy AI/ML production models easily on the world's largest distributed cloud. Perfect f

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25MLC LLM
MLC LLMinferencetiered

WebLLM: High-Performance In-Browser LLM Inference Engine

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26SGLang
SGLanginferencesubscription + tiered

SGLang is a high-performance serving framework for large language models and multimodal models. - sgl-project/sglang

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27ClearML
ClearMLmlopssubscription + freemium + per-seat + tieredFree tier

Unlock enterprise-scale AI with ClearML’s AI Infrastructure Platform. Manage GPU clusters, streamline AI/ML workflows, and deploy GenAI models effortl

Alternatives
28GGML
GGMLinferencetiered
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29Lightning AI
Lightning AItraining

The all-in-one platform for AI development. Code together. Prototype. Train. Scale. Serve. From your browser - with zero setup. From the creators of P

Alternatives
30Mosaic ML
Mosaic MLtrainingtiered

The latest research, blogs and breakthroughs from Databricks AI Research — plus job openings and more

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31Beam
Beamserverless-gpu

Run sandboxes, inference, and training with ultrafast boot times, instant autoscaling, and a developer experience that just works.

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32TensorDock
TensorDockgpu-cloudtieredFree tier

Save over 80% on GPUs. Train your machine learning models, render your animations, or cloud game through our infrastructure. Secure and reliable. Ente

Alternatives
33TGI
TGIinferencetiered

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

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34Determined AI
Determined AItraining
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35BentoML
BentoMLmodel-servingtieredFree tier

Inference Platform built for speed and control. Deploy any model anywhere, with tailored inference optimization, efficient scaling, and streamlined op

8,550
36RunPod
RunPodgpu-cloudsubscription + tieredFree tier

AI infrastructure with on-demand GPUs and serverless compute. Run training, inference, and batch workloads on the cloud with Runpod.

Alternatives
37Together Inference
Together Inferenceinferencesubscription + tieredFree tier

Build what's next on the AI Native Cloud. Full-stack AI platform for inference, fine-tuning, and GPU clusters — powered by cutting-edge research.

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38Triton Inference Server
Triton Inference Serverinferencetiered

Supports real-time, batched, ensemble, and audio/video streaming workloads.

Alternatives
39Anyscale
Anyscalerayusage-based + subscription + tiered

Powered by Ray, Anyscale empowers AI builders to run and scale all ML and AI workloads on any cloud and on-prem.

41,896Alternatives
40vLLM
vLLMinferencetiered

High-throughput and memory-efficient inference and serving engine for Large Language Models. Deploy AI faster with state-of-the-art performance.

74,806Alternatives

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