vioscale
Comparison

Fireworks AI 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.

Fireworks AI full profile →Together AI full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Fireworks AI66
★Together AI73
Score
Vioscale score
Fireworks AI66 / 100medium · 55%
Together AI73 / 100medium · 60%
Pricing
Free tier
Fireworks AI✗
Together AI✗
Model
Fireworks AIcommercial
Together AIcommercial
Price level
Fireworks AIlow
Together AIlow
Starting price
Fireworks AI$0.55
Together AI$0.00
Transparent
Fireworks AI✓
Together AI✓
Integrations
Count
Fireworks AI4
Together AI–
Security
Disclosure policy
Fireworks AI–
Together AI✓
Gdpr
Fireworks AI–
Together AI✓
Hipaa
Fireworks AI✓
Together AI–
Iso27001
Fireworks AI–
Together AI✓
Soc2
Fireworks AI✓
Together AI✓
Reliability
Sla pct
Fireworks AI–
Together AI99
Status page
Fireworks AI–
Together AI✓
Market
Availability

Capabilities

Feature-by-feature on the axes that matter for inference providers. “-” means undocumented, not absent.

Capabilities
Compute model
Fireworks AIMulti tenant hybrid
Together AIMulti tenant hybrid
Zero data retention training opt out enterprise
Fireworks AI✓
Together AI✓
Openai compatible rest API schema
Fireworks AI✓
Together AI✗
Native function calling and strict json mode
Fireworks AI✓
Together AI✗
Multimodal vision and audio in out support
Fireworks AI✓
Together AI✓
Streaming server sent events sse token yield
Fireworks AI✓
Together AI✗
Massive context window support 100k plus
Fireworks AI✓
Together AI✗
Lpu or custom silicon for extreme low latency
Fireworks AI✓
Together AI✗
Bring your own weights byow hosting
Fireworks AI✓
Together AI✓
Dynamic batching and kv cache management
Fireworks AI✓
Together AI✗
SOC2 type ii
Fireworks AI✓
Together AI✗
HIPAA baa compliance for medical inference
Fireworks AI✓
Together AI✗
Pricing model
Fireworks AIPer million tokens
Together AIPer million tokens

What each one is

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

Fireworks AI

An AI inference platform that hosts and serves open-source models and fine-tuned versions with serverless or dedicated deployment options, optimized for speed and cost. Supports multiple LLMs, function calling, multimodal capabilities, and integrates with popular development tools.

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.

Fireworks AI

from $0.55/tokensHybrid

Serverless pay-per-token starting at $0.55/million tokens; dedicated deployments available

  • ServerlessFrom $0.55/million tokens (DeepSeek pricing example)
    • Sub-500ms response times
    • Streaming support
    • Function calling
    • JSON/Grammar modes
  • On-Demand DedicatedContact sales
    • Dedicated GPU instances
    • Multi-region support
    • Custom models
    • Priority throughput
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
Fireworks AI✓
Together AI✓
CLI
Fireworks AI✓
Together AI✓
Deployment
Cloud / SaaS
Fireworks AI✓
Together AI✓
Self-hosted
Fireworks AI✓
Together AI✗
On-premise
Fireworks AI✓
Together AI✗
Hybrid
Fireworks AI✓
Together AI✗

Integrations

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

Fireworks AI

4 total
  • OpenCode
  • Cline
  • Aider
  • External APIs via function calling
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.