vioscaleAI
Comparison

Replicate vs Together AI

On the evidence we track, Together AI leads this comparison with a composite score of 77/100. 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 formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Replicate65
★Together AI77
Score
vioscaleAI score
Replicate65 / 100low · 40%
Together AI77 / 100medium · 59%
Pricing
Free tier
Replicate✓
Together AI✓
Model
Replicatecommercial
Together AIfreemium
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✓
Trust center
Replicate–
Together AIhttps://www.together.ai/privacy
Reliability
Sla pct
Replicate–
Together AI99
Status page
Replicate✓
Together AI✓
Market
Availability
Content
Faq
Replicate6 items
Together AI6 items

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

A platform for deploying and running machine learning models and custom code via a simple API. Supports packaging models with Cog, then deploying to Replicate's managed cloud or your own infrastructure.

Independently observed

Together AI

Leader

Together AI provides cloud infrastructure for deploying, fine-tuning, and training open-source AI models. It offers flexible deployment options including serverless inference, batch processing, reserved throughput, and dedicated GPU instances with optimized performance and cost efficiency.

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/million tokensUsage-basedFree tier

Pay-per-token usage starting from $0.0015 per 1M tokens. Free tier available. Dedicated instances and reserved throughput available upon request.

  • BuildFree
    • Discord community support
  • ScaleFrom $0.0015 per 1M tokens
    • Serverless inference
    • Batch API
    • Standard Support (business hours)
  • EnterpriseContact sales
    • Provisioned throughput
    • Dedicated GPU instances
    • Silver/Gold Support
    • Dedicated support engineer
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✗

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.

Still deciding?

Replicate or Together AI: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

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