AI inference platform delivering serverless and dedicated GPU inference with top-ranked speed and price-performance.
CoreWeave Inference is a production-grade AI inference platform built on CoreWeave Cloud. It offers both serverless and dedicated deployment models, enabling teams to deploy AI agents and models instantly with autoscaling, high availability, and integrated observability.
The platform achieved the #1 ranking for Moonshot AI Kimi K2.6 output speed in independent benchmarking by Artificial Analysis, delivering 205 output tokens per second. CoreWeave Inference supports open runtimes, explicit GPU type choice, and pay-per-token pricing for serverless workloads.
Crusoe
Crusoe Managed Inference
crusoe.ai
Fireworks AI
Fireworks AI Inference
fireworks.ai
GMI Cloud
GMI Cloud Inference
gmicloud.ai
Together AI
Together AI Inference
together.ai
| Attribute | CoreWeave Inference | Crusoe Managed Inference | Fireworks AI Inference | GMI Cloud Inference | Together AI Inference | |
|---|---|---|---|---|---|---|
| Provider |  | | | | | |
| Founded | 2017 | 2018 | 2022 | 2021 | 2022 | |
| Sells To | Enterprise | Enterprises | Enterprise | Developer, Enterprises | B2B, Enterprise | |
| Pricing Model | Recurring, Software, Usage-based | Recurring, Recurring Usage-Based | Recurring | Recurring Subscription | Recurring, Subscription, Usage-based | |
| Ownership | Equity, Venture-backed | Private equity-backed, Venture-backed | Venture-backed | Venture-backed | Venture-backed |
Provider
Founded 2017
Sells To Enterprise
Pricing Model Recurring, Software, Usage-based
Ownership Equity, Venture-backed
Provider
Founded 2018
Sells To Enterprises
Pricing Model Recurring, Recurring Usage-Based
Ownership Private equity-backed, Venture-backed
Provider
Founded 2022
Sells To Enterprise
Pricing Model Recurring
Ownership Venture-backed
Provider
Founded 2021
Sells To Developer, Enterprises
Pricing Model Recurring Subscription
Ownership Venture-backed
Provider
Founded 2022
Sells To B2B, Enterprise
Pricing Model Recurring, Subscription, Usage-based
Ownership Venture-backed
Cloudflare AI: serverless inference, agents, RAG, and secure runtime primitives on the global edge.
Fastest cloud for training/inference of 1B-24T models with no sharding.
Baseten Dedicated Inference is a high-performance inference platform for deploying, serving, and scaling custom and open-source AI models in production.
InferenceX continuously benchmarks LLM inference throughput, latency, and cost across GPU vendors.
Inference Neocloud delivers dedicated ASIC racks for high-speed AI inference workloads.
Weave Router is a drop-in proxy that routes each inference request to the lowest-cost model that answers at frontier parity.
Baseten Inference Stack for high performance with custom kernels, decoding, caching on optimized infra.
Modal is a high-performance AI infrastructure cloud for online, batch, and multi-modal inference with instant autoscaling.
Cloudflare AI: serverless inference, agents, RAG, and secure runtime primitives on the global edge.
Fastest cloud for training/inference of 1B-24T models with no sharding.
Baseten Dedicated Inference is a high-performance inference platform for deploying, serving, and scaling custom and open-source AI models in production.
InferenceX continuously benchmarks LLM inference throughput, latency, and cost across GPU vendors.
Inference Neocloud delivers dedicated ASIC racks for high-speed AI inference workloads.
Managed GPU cloud for inference, fine-tuning, and prompt workflows.
Vast.ai Serverless runs autoscaling GPU inference endpoints on managed capacity.
Weave Router is a drop-in proxy that routes each inference request to the lowest-cost model that answers at frontier parity.
Baseten Inference Stack for high performance with custom kernels, decoding, caching on optimized infra.
Modal is a high-performance AI infrastructure cloud for online, batch, and multi-modal inference with instant autoscaling.
Replicate is a platform for running machine learning models via a simple cloud API, direct competitor to Cloudflare AI inference.
