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Together AI

The AI Native Cloud

Last reviewed Mar 14, 2026

Together AI is the AI Native Cloud platform engineered for developers building with open-source and frontier AI models. They provide serverless inference, fine-tuning, and GPU clusters with inference and training performance optimizations.

GPU Models
8
From / hour
$1.49
LLM Models
54
From / 1M input
$0.05

Available GPUs

Hourly on-demand pricing. Click column headers to sort.

Prices last updated: October 25, 2026

A100 PCIE
$2.40/hr
1×2×4×8×
A100 SXM
$2.40/hr
1×2×4×8×
B200
$9.00/hr
1×2×4×8×
H100 SXM
$5.40/hr
1×2×4×8×
H200
$6.60/hr
1×2×4×8×
L40
$1.49/hr
1×2×4×8×
L40S
$2.10/hr
1×2×4×8×
RTX 6000 Ada
$1.49/hr
1×2×4×8×

Together AI pricing by GPU

Configurations, price rank, and alternatives for one GPU at a time.

LLM API Pricing

Pay-per-token pricing. Prices shown per 1M tokens.

Prices last updated: October 25, 2026

ModelInput/1MOutput/1M
$0.050$0.200
$0.060$0.250
$0.060$0.060
$0.150$0.600
$0.150$0.470
$0.150$1.50
$0.150$0.500
$0.150$0.600
$0.170$0.250
$0.180$0.680

Together AI pricing by model

Input, output, and batch rates, plus alternatives, for one model at a time.

Pros & Cons

Advantages

  • 2x faster inference and 90% faster pre-training with research-based optimizations
  • Competitive pricing with 50% batch API discount
  • Wide selection of 100+ open-source models
  • OpenAI-compatible APIs for easy migration
  • Research leadership with FlashAttention contributions
  • Global data center network across 25+ cities

Limitations

  • Primarily focused on open-source models
  • GPU cluster pricing requires custom quotes for reserved capacity
  • Smaller ecosystem compared to major cloud providers

Key Features

100+ Open-Source Models

Access to Llama, DeepSeek, Qwen, and other leading open-source models

Serverless Inference

Pay-per-token API with OpenAI-compatible endpoints

Fine-Tuning Platform

LoRA and full fine-tuning with proprietary optimizations

GPU Clusters

Instant self-service or reserved dedicated clusters with H100, H200, B200, GB200, GB300 access

Batch API

50% cost reduction for non-urgent inference workloads

Provisioned Throughput

Reserve dedicated capacity in throughput units (PTUs) with SLAs

Code Interpreter

Execute LLM-generated code in sandboxed environments

AI Factory

Custom infrastructure at frontier scale

Sandbox

Build development environments for AI

Managed Storage

Store model weights & data securely

Dedicated Inference

Deploy models on custom hardware with guaranteed performance

Evaluations

Measure model quality

Pricing Options

OptionDetails
Serverless pay-per-tokenPer-token pricing scales based on model size, from small open-source models to 405B parameter frontier models
Batch API50% discount for non-urgent inference workloads
Provisioned ThroughputReserve dedicated capacity priced in throughput units (PTUs) with guaranteed SLAs
Fine-tuningPer-token pricing for LoRA and full fine-tuning based on model size and dataset
GPU Clusters - On-demandHourly GPU pricing for instant self-service clusters
GPU Clusters - ReservedCustom pricing for reserved capacity with significant discounts for longer commitments
Dedicated InferenceSingle-tenant GPU instances with guaranteed performance

Availability & Support

Regions

Global data center network across 25+ cities with frontier hardware including GB300, GB200, B200, H200, H100

Support

Documentation, community Discord, email support, and expert support for reserved cluster customers

Getting Started

  1. 1

    Create an account

    Sign up at together.ai

  2. 2

    Get API key

    Generate an API key from your dashboard

  3. 3

    Choose a model

    Browse 100+ models for chat, code, images, video, and audio

  4. 4

    Make API calls

    Use OpenAI-compatible endpoints or Together SDK

Frequently Asked Questions

What GPU types does Together AI offer?

Together AI offers various GPU types including A100 PCIE, A100 PCIE, A100 PCIE, A100 PCIE, A100 SXM, A100 SXM, A100 SXM, A100 SXM, H100 SXM, H100 SXM, H100 SXM, H100 SXM, H200, H200, H200, H200, L40, L40, L40, L40, RTX 6000 Ada, RTX 6000 Ada, RTX 6000 Ada, RTX 6000 Ada, L40S, L40S, L40S, L40S, B200, B200, B200, B200. Check the pricing table above for current availability and pricing.

How do I get started with Together AI?

Create an account, Get API key, Choose a model, Make API calls

What are Together AI's main advantages?

Together AI's main advantages include: 2x faster inference and 90% faster pre-training with research-based optimizations, Competitive pricing with 50% batch API discount, Wide selection of 100+ open-source models, OpenAI-compatible APIs for easy migration, Research leadership with FlashAttention contributions, Global data center network across 25+ cities.

What are Together AI's limitations?

Together AI's main limitations include: Primarily focused on open-source models, GPU cluster pricing requires custom quotes for reserved capacity, Smaller ecosystem compared to major cloud providers.

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