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Replicate vs Together AI

This comparison was retrieved by database IDs selected from the catalog.

Replicate favicon

Replicate

Replicate

Together AI favicon

Together AI

Together AI

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

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.

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.

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

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

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

Privacy notes

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.

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.

Verdict
Pros
  • 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
  • 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
  • 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
  • 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

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