Together AIvsPinecone

Full side-by-side comparison — features, pricing, platforms, and which one wins in 2026.

Together AI

LLM APIs & Inference

Fast inference and fine-tuning for open-source models

Pinecone

Vector Databases

Managed vector database for machine learning

FeatureTogether AIPinecone
CategoryLLM APIs & InferenceVector Databases
PricingPay-per-useFree + Pro $70/mo
GitHub Stars
PlatformsWebWeb
Key Features
  • Fast inference
  • Fine-tuning
  • Open models
  • Serverless
  • Dedicated
  • Vector search
  • Serverless
  • Metadata filtering
  • Namespaces
  • Real-time indexing
Pros
  • + Competitive pricing
  • + Fast inference speeds
  • + Fine-tuning support
  • + Latest open models
  • + Serverless + dedicated options
  • + Fully managed (zero ops)
  • + Serverless architecture
  • + Fast query performance
  • + Simple API
  • + Free tier available
Cons
  • Smaller model selection than Replicate
  • Less community features
  • Documentation could be better
  • No free tier for inference
  • Expensive at scale
  • Vendor lock-in
  • Limited to vector operations
  • No self-hosting option
Tags
inferencecloudfastopen-models
vector-dbmanagedcloudserverless

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