NVIDIA
H100 and B200 GPU clusters
The top alternatives to Together AI in the Inference & Compute space, compared on features, pricing, and what they're best at.
Updated March 9, 2026
Together AI is a cloud-based platform for building with open-source generative AI, founded on June 11, 2022 in San Francisco by Ce Zhang, Chris Re, Percy Liang, and Vipul Ved Prakash. The company raised USD 305 million in Series B funding in 2025 with participation from industry leaders including NVIDIA and Salesforce Ventures. Together AI provides serverless inference with pay-as-you-go pricing starting from USD 0.10 per million tokens for small models and USD 0.90 for Llama 3 70B, with a free USD 5 credit to start. The platform offers a 50 percent discount on batch inference and 50 percent savings on prompt caching for repetitive queries. For teams requiring dedicated resources, Together AI provides GPU endpoints billed per minute, with high-end H100 and H200 GPUs available. The platform specializes in open-source model deployment and provides instant GPU clusters for training and inference workloads. Together AI has become a leading platform for teams building with open-source AI models, offering both serverless convenience and dedicated infrastructure options.
NVIDIA
H100 and B200 GPU clusters
llama.cpp
GGUF universal model format (weights + tokenizer + metadata in one file)
CoreWeave
Large-scale GPU clusters (H100, A100)
Groq
Custom LPU inference chips
Fal.ai
Media inference
Nebius
GPT4All
LocalDocs — chat with your local files using built-in RAG
Lambda
NVIDIA GPU cloud instances
Anyscale
Plano
Cerebras
Wafer-scale inference chips
Fireworks AI
Optimized inference for open-source models
Modal
Serverless cloud for AI
Prime Intellect
Decentralized distributed AI training
Replicate
Hyperbolic
DePIN
RunPod
On-demand GPU instances
DigitalOcean
GPU droplets
Vultr
GPU cloud
SambaNova
Baseten
Vast.ai
Novita AI
RunAnywhere
On-device AI deployment
Klaus AI
OpenClaw model hosting
Cumulus Labs
Multimodal inference optimization
Piris Labs
Cerebras-class speed
One platform for routing, observability, tracing, and evals across every LLM provider.