vioscale
Comparison

Replicate vs Together AI

On the evidence we track, Together AI leads this comparison with a composite score of 73/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Replicate full profile →Together AI full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Replicate52
★Together AI73
Score
Vioscale score
Replicate52 / 100low · 41%
Together AI73 / 100medium · 60%
Pricing
Free tier
Replicate✓
Together AI✗
Model
Replicatecommercial
Together AIcommercial
Price level
Replicateunknown
Together AIlow
Starting price
Replicate–
Together AI$0.00
Transparent
Replicate✗
Together AI✓
Integrations
Count
Replicate8
Together AI–
Security
Disclosure policy
Replicate–
Together AI✓
Gdpr
Replicate–
Together AI✓
Iso27001
Replicate–
Together AI✓
Soc2
Replicate–
Together AI✓
Reliability
Sla pct
Replicate–
Together AI99
Status page
Replicate✓
Together AI✓
Market
Availability

Capabilities

Feature-by-feature on the axes that matter for mlops & llmops tools. “-” means undocumented, not absent.

Core
Tool role
ReplicateModel serving
Together AIEnd-to-end ML platform
Deployment
Self-hostable / OSS core
Replicate✓
Together AI✗
Managed cloud available
Replicate✓
Together AI✓
On-prem / VPC deployment
Replicate✓
Together AI✓
Observability
LLM tracing / observability
Replicate✓
Together AI✗
Evaluation (offline / LLM-judge / human)
Replicate-
Together AI✗
Dev
Prompt management + versioning
Replicate-
Together AI✗
Tracking
Experiment tracking / model registry
Replicate✓
Together AI✗
Serving
Model serving / inference endpoint
Replicate✓
Together AI✓
Interop
OpenTelemetry / OpenLLMetry compatible
Replicate-
Together AI✗
Framework-agnostic
Replicate✓
Together AI✓
Gateway
Multi-provider model support
Replicate✓
Together AI✓
Data
No-train-on-customer-data guarantee
ReplicateUnknown
Together AIYes

What each one is

The product in its own terms, so the numbers below have context.

Replicate

Replicate is an infrastructure platform that lets you run state-of-the-art AI models through a simple API or deploy your own custom models. It automatically handles containerization, scaling, and resource allocation, charging only for compute used.

Independently observed

Together AI

Leader

Together AI provides cloud infrastructure for hosting and serving open-source language, image, audio, and video models through serverless inference, reserved capacity, and dedicated GPU instances. The platform includes fine-tuning capabilities, batch processing, managed storage, and GPU cluster support for custom model development and training—eliminating the need for users to manage underlying infrastructure.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Replicate

from $0.00/moUsage-basedFree tier

Usage-based: public models from $0.01–$0.25 per output token/image/second; private models from $0.09–$40.32/hr. Free tier available.

  • Public ModelsPer-token or per-output pricing varies by model
    • Run public models
    • Text-to-image generation
    • Image editing and restoration
    • Video generation
    • Speech generation
    • +2 more
  • Private Models$0.09–$20.16/hr depending on hardware
    • Dedicated hardware (no shared queue)
    • Auto-scaling
    • Custom model deployment
    • Hourly billing available
  • Fast Booting Fine-TunesActive processing time only
    • Fine-tuned model deployment
    • No idle time billing
as of verify ↗

Together AI

Leader
from $0.00/tokensUsage-based

Usage-based pricing starting from $0.00014/1M tokens for serverless inference. Reserved capacity and dedicated GPU instances available; on-demand GPU pricing from $3.69/hour.

  • Serverless InferenceFrom $0.00014–$15/1M tokens depending on model. Pay only for usage.
    • 50+ open-source models
    • Variable pricing by model and token type
    • Batch API support
    • Private endpoints
  • Provisioned ThroughputReserved throughput capacity with 99% SLA. PTU-based pricing structure.
    • Reserved token capacity
    • 99% uptime SLA
    • Token-based pricing model
    • Production-grade reliability
  • Dedicated Inference$3.69–$8.99 per GPU per hour (on-demand); reserved discounts available.
    • Single-tenant GPU instances
    • Guaranteed performance (no resource sharing)
    • Custom model support
    • Autoscaling for traffic spikes
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Replicate✓
Together AI✓
CLI
Replicate✓
Together AI✓
Deployment
Cloud / SaaS
Replicate✓
Together AI✓
Self-hosted
Replicate✓
Together AI✗
On-premise
Replicate✓
Together AI✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Replicate

10 total
  • Google
  • OpenAI
  • ByteDance
  • Black Forest Labs
  • HuggingFace
  • Anthropic
  • Alibaba
  • Krea
  • GitHub
  • Docker
Independently observed

Together AI

Leader

Not documented yet.

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.