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Fireworks AI vs Together AI

Pricing, features, platforms and who each one suits — side by side.

FFireworks AIFrom $8/moVisit site
TTogether AIPaidVisit site
VS
F

Choose Fireworks AI if…

  • you're in its core audience: ai application developers, ml engineers
T

Choose Together AI if…

  • you're in its core audience: ai startups, ml engineers

Side by side

Feature Fireworks AI Together AI
Pricing modelPaidPaid
Starting price$8/mo—
Free plan
Free trial
API
Open source
PlatformsWeb, APIWeb, API
CompanyFireworks AITogether AI
Full feature lists

F Fireworks AI

  • Serverless per-token inference for open models
  • Single endpoint across 30+ regions
  • Model ensembling that routes each task by accuracy and cost
  • Dedicated GPU deployments from H100 to GB300
  • Managed fine-tuning and training APIs
  • Discounted cached input and 50%-off batch jobs
  • Data residency controls and region-restricted deployments
  • SOC 2 Type 2 and ISO 27001/27701/42001 certifications

T Together AI

  • Serverless pay-per-token inference for open-source models
  • Batch inference up to 30 billion tokens per model
  • Provisioned throughput with 99% uptime SLA
  • Dedicated single-tenant model and container endpoints
  • On-demand and reserved NVIDIA H100, H200, B200, B300 clusters
  • LoRA and full fine-tuning with SFT and DPO
  • Code sandboxes and code interpreter for agents
  • Managed storage with zero egress fees

Their home pages

What each vendor shows first: the pitch, the plans and the sign-up.

Fireworks AI home page
F Fireworks AI · fireworks.ai
Together AI home page
T Together AI · together.ai

What you'd pay

The cheapest plan that fits, per month, billed yearly where the plan offers it.

Fireworks AI

ServerlessFrom $0.05 per 1M input tokens
Reserved ThroughputServerless rates, committed
Fireworks SovereignContract
Nexus Pro$8/mo
Nexus Team$10/seat/mo
Nexus EnterpriseCustom
Dedicated GPUsFrom $8.00/GPU-hour (H100)
Managed TrainingFrom $0.50 per 1M training tokens

Together AI

Serverless InferenceFrom $0.15 / $0.60 per 1M input/output tokens (gpt-oss-120B)
GPU Clusters (on-demand)$3.99/GPU-hour (H100)
Dedicated Inference$5.49/GPU-hour (H100)
Fine-tuningFrom $0.34 per 1M training tokens (Qwen3.5 9B SFT)
Provisioned ThroughputCustom

Price changes we've recorded

We re-read each pricing page every month and log what changed.

Fireworks AI

  1. Nov 8, 2026Starting price: none → $8/mo; Reserved Throughput: Custom → Serverless rates, committed; New plan: Nexus Pro ($8); New plan: Nexus Team ($10); New plan: Nexus Enterprise (Custom); New plan: Dedicated GPUs ($8); Plan dropped: Dedicated Training API

Together AI

  1. Nov 8, 2026Serverless Inference: $0 → $0.15; New plan: GPU Clusters (on-demand) ($3.99); New plan: Dedicated Inference ($5.49); New plan: Fine-tuning ($0.34); Provisioned Throughput: Per PTU per minute → Custom; Plan dropped: Dedicated Inference (On-demand); Plan dropped: Dedicated Inference (Reserved)

Strengths and limitations

Fireworks AI

  • Serverless pricing starts at $0.05 per 1M input tokens with no commitment
  • Batch jobs cost 50% less
  • Idle GPU deployments scale to zero after one hour
  • Holds SOC 2 Type 2 and several ISO certifications
  • Region-restricted deployments cost 1.5x
  • Spot capacity is best-effort and only on select models
  • Sovereign is still in private preview

Together AI

  • Large catalog of open-source models across text, image, audio and video
  • Published per-token and per-GPU-hour prices
  • Path from serverless to dedicated and reserved capacity
  • Managed storage has no egress fees
  • Reserved GPU and dedicated capacity require contacting sales
  • Fine-tuning jobs carry minimum charges (e.g. $4–$60)
  • Usage-based billing makes monthly costs harder to predict

More comparisons

GFireworks AI vs GroqOFireworks AI vs OpenRouterRFireworks AI vs Replicate
RTogether AI vs ReplicateGTogether AI vs GroqDTogether AI vs DeepSeek

Other options to consider

G
Groq websiteG

Groq

Fast LLM inference cloud and OpenAI-compatible API built on custom LPU chips

Freemium
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Groq website
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G

Groq

Fast LLM inference cloud and OpenAI-compatible API built on custom LPU chips

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O
OpenRouter websiteO

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O
OpenRouter website
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Replicate website
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Run, fine-tune and deploy open-source ML models through a cloud API

Developer Tools & APIsAPI
D
DeepSeek websiteD

DeepSeek

AI chat assistant and low-cost LLM API for consumers and developers

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D
DeepSeek website
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D

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AI chat assistant and low-cost LLM API for consumers and developers

AI ChatbotsFree planAPI
M
Mistral websiteM

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Open-weight AI models, chat and coding agent you can run on your own infrastructure

Free, from $14.99/mo
M
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O
Ollama websiteO

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Run open AI models locally or in the cloud on macOS, Windows and Linux

Free, from $16.67/mo
O
Ollama website
Free, from $16.67/mo
O

Ollama

Run open AI models locally or in the cloud on macOS, Windows and Linux

Local & Open ModelsFree planAPIOpen source

Facts from each vendor's public pages. Editorial policy