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Verified July 24, 2026AI Inference Platform

Together AI

Together AI / together.ai

Cloud inference platform providing fast, cost-competitive API access to leading open source AI models including Llama, Mistral, and FLUX.

Visit Together AI

Pricing

Free

Free plan

Yes

Category

Developer Tools

Platforms

2

Free plan

Yes

API access

Yes

Open source

No

Platforms

2

What is Together AI?

Together AI is a cloud inference provider that has built a strong developer following by offering fast, affordable access to leading open source AI models without the complexity of managing GPU infrastructure. It is primarily a developer infrastructure tool rather than a consumer product, but for development teams evaluating open source models as alternatives to proprietary APIs from OpenAI and Anthropic, Together AI is a frequently recommended starting point.

The platform supports a wide range of open source models including the Llama series from Meta, Mistral models, Mixtral, FLUX for image generation, and many others. The pricing is competitive, often significantly cheaper than proprietary alternatives for comparable tasks, which has made it attractive for cost-conscious teams building AI applications.

Fine-tuning is a practical feature for teams that want to train a custom model on their own data. Together AI provides managed fine-tuning that reduces the infrastructure complexity of adapting open source models for specific use cases.

The inference speed is a consistent positive in user reviews. Together AI has invested in optimised inference infrastructure that provides fast response times, which matters for production applications where latency affects user experience.

As a US-based company, Together AI addresses the data sovereignty concern that arises when evaluating DeepSeek's hosted API for European or US organisations. Teams that want to use DeepSeek or other open source models without routing data through non-US infrastructure can do so through Together AI.

The free $25 credit for new accounts allows meaningful evaluation without upfront commitment.

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How Together AI works

Together AI runs as ml inference platform software built around text and image workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web and api, with API access for teams that want to embed it into their own products.

Video Guides

Watch Together AI in action

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Key Features

What makes it worth shortlisting

The capabilities that matter most for teams evaluating Together AI.

01

Open source model API

Access to leading open source models including Llama, Mistral, and FLUX through a consistent API with OpenAI-compatible endpoints.

02

Managed fine-tuning

Train custom models on proprietary data without managing GPU infrastructure, using Together AI's managed fine-tuning service.

03

Fast inference

Optimised inference infrastructure producing low-latency responses suitable for production applications.

Open source model API (Llama, Mistral, FLUX, etc.)Fast inference speedsFine-tuning managed serviceEmbeddingsImage generation APIServerless inferenceDedicated endpointsPython SDKJSON modeFunction calling

Best use cases

Open source model evaluation
Cost-sensitive API workloads
Fine-tuned model deployment
Image generation
Embedding generation

Who should use it

Developers
ML engineers
AI startups
Enterprise teams evaluating open source

Pros

  • Competitive pricing for open source model inference
  • Fast inference speeds suitable for production applications
  • US-based infrastructure addresses data sovereignty concerns
  • Managed fine-tuning reduces complexity of model adaptation

Cons

  • Developer-only platform with limited accessibility for non-technical users
  • OpenAI API compatibility can have edge case differences
  • Less model variety than Hugging Face Inference
Pricing Analysis

Is it worth the price?

Free $25 in credits for new accounts. Usage-based pricing from $0.10/million tokens for smaller models to $3.50/million for large models. Enterprise custom pricing.

Model

Usage-based

Starting price

Free

Free trial

No

Similar Tools

Tools like Together AI

Hugging Face Inference API is a direct competitor with more model variety. Groq offers the fastest inference speeds for LLMs. Replicate provides broader access to diverse open source models beyond LLMs.

Comparison

Together AI vs Replicate

A side-by-side look at the closest alternative in this category.

Together AI favicon

Together AI

Together AI

Replicate favicon

Replicate

Replicate

Overview
Rating
Category
Developer Tools
Developer Tools
Subcategory
AI Inference Platform
AI Model API
Company
Together AI
Replicate
Status
Active
Active
Launch year
2022
2021
Tags
apiopen-sourceinferencellamamistraldeveloper-tools
apiopen-sourcegpumodelsinferencedeveloper-tools
Pricing
Starting price
FreeBest value
Free
Pricing model
Usage-based
Usage-based
Free plan
Yes
Yes
Free trial
Pricing notes

Free $25 in credits for new accounts. Usage-based pricing from $0.10/million tokens for smaller models to $3.50/million for large models. Enterprise custom pricing.

Free tier with limited compute credits. Usage-based pricing per model run, starting from fractions of a cent for small models to several cents for large GPU-intensive models. Enterprise custom pricing.

Capabilities
Best for
Open source model evaluationCost-sensitive API workloadsFine-tuned model deploymentImage generationEmbedding generation
Open source model accessRapid prototypingImage and video generationAudio processingCustom model deployment
Target audience
DevelopersML engineersAI startupsEnterprise teams evaluating open source
DevelopersStartupsML engineersProduct buildersResearchers
AI type
ML Inference Platform
ML Inference Platform
Modalities
TextImageCode
TextImageAudioVideoCode
Technical
Model provider
MetaMistral AIBlack Forest LabsOpen Source
Open Source Community
Model names
Llama 3.3Mistral LargeMixtralFLUX
Stable DiffusionFLUXLlamaWhisperMusicGen
API available
Open source
Deployment
SaaSAPI
SaaSAPI
Platforms
WebAPI
WebAPI
Integrations
PythonNode.jsAPIOpenAI-compatible endpoints
GitHubVS CodePythonNode.jsAPI
Team collaboration
Trust & security
Security

SOC 2 Type II certified. US-based infrastructure. Enterprise includes data handling agreements.

Enterprise custom pricing includes SLAs, dedicated infrastructure, and security controls.

Privacy notes

US-based infrastructure addresses data sovereignty concerns for EU and US organisations. Enterprise plans include data processing agreements. Review privacy policy for model fine-tuning data handling.

Review individual model licences before commercial deployment. Some open source models have non-commercial or restricted use licences. Replicate does not own the models it hosts.

Verdict
Pros
  • Competitive pricing for open source model inference
  • Fast inference speeds suitable for production applications
  • US-based infrastructure addresses data sovereignty concerns
  • Managed fine-tuning reduces complexity of model adaptation
  • Run thousands of open source models without GPU infrastructure management
  • Usage-based pricing is cost-effective for variable workloads
  • Clean developer experience with good documentation
  • Fast prototyping across diverse model types
Cons
  • Developer-only platform with limited accessibility for non-technical users
  • OpenAI API compatibility can have edge case differences
  • Less model variety than Hugging Face Inference
  • Developer-only platform with limited accessibility for non-technical users
  • Pricing per model run can add up for high-volume production use
  • Not all models are maintained or up to date
  • Large-scale production workloads may be cheaper with managed GPU infrastructure
Details

Technical & deployment info

Key facts about model providers, platforms, and team support.

Model Provider

Meta, Mistral AI, Black Forest Labs, Open Source

Models

Llama 3.3, Mistral Large, Mixtral, FLUX

Platforms

Web, API

Deployment

SaaS, API

Integrations

Python, Node.js, API, OpenAI-compatible endpoints

Team Collaboration

No

Launch Year

2022

Trust

Security & privacy

Compliance signals and data-handling notes as reported by the vendor.

SOC 2 Type II certified. US-based infrastructure. Enterprise includes data handling agreements.

US-based infrastructure addresses data sovereignty concerns for EU and US organisations. Enterprise plans include data processing agreements. Review privacy policy for model fine-tuning data handling.

Reviews

What users are saying

Verified reviews from signed-in users, stored in the backend and averaged into this tool's rating.

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FAQ

Common questions about Together AI

New accounts receive $25 in free credits. Production use is billed per token.

Editorial Verdict

Should you use Together AI?

Together AI is a strong choice for development teams wanting cost-competitive, fast inference for open source models from US-based infrastructure. Non-technical users will not find direct utility.

Last verified July 24, 2026.