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Head-to-head

Together AI vs Fireworks AI

Compare Together AI and Fireworks AI hosted inference for teams evaluating OpenAI-compatible model APIs.

GPT-5.5 XHighGPT-5.6 Sol4 concurrent connections

Head-to-head answer

Together AI and Fireworks AI both fit teams that want hosted model inference and model experimentation. unlimitedcodex fits a narrower access-package job: GPT-5.6 Sol and Codex API access with unlimited token consumption and 4 concurrent connections at a flat price.

Hosted inference platforms compared, with unlimitedcodex as the flat Codex option.

Package pricing
  • GPT-5.5 XHigh — $19/week or an eligible $59 first month followed by $69/month
  • GPT-5.6 Sol — an eligible $69 first week followed by $89/week, or a $179 first month followed by $199/month
Usage boundaryUnlimited token consumption with 4 concurrent connections
DeliveryManual setup delivery in 10 minutes to 5 hours after Stripe payment; full key by email, safe delivery details in the dashboard.
AffiliationIndependent OpenAI-compatible provider. Not affiliated with OpenAI.

Last updated 2026-07-23. Provider pricing and packaging can change; verify current terms with each provider before checkout or migration planning.

Comparison method

How this page stays fair

Use this section to understand what the comparison can and cannot claim before you cite it or make a buying decision.

Inputs reviewed

This comparison uses centralized competitor profiles, public provider positioning, pricing-model notes, and the unlimitedcodex product guardrails for Together AI, Fireworks AI, and unlimitedcodex.

Claim boundaries

Provider pricing, packaging, model catalogs, and enterprise terms can change. The page avoids invented testimonials, logos, and unsupported SLA claims.

Buyer verification

Before switching, verify the current provider terms, confirm your required endpoints, review the public setup and model mapping, and account for paid manual delivery plus the 4 concurrent connection boundary.

Decision snapshot

Fast answer for evaluators and AI citations

Use these facts as the short version before reading the full comparison, pricing details, and migration notes.

Choose Together AI when

Teams experimenting with many open models on hosted infrastructure

Choose Fireworks AI when

Teams shipping open-model products on serverless inference

Consider unlimitedcodex when

You need GPT-5.5 XHigh Weekly or Monthly, or dedicated GPT-5.6 Sol Weekly or Monthly access, with unlimited token consumption and 4 concurrent connections.

Important caveat

unlimitedcodex uses manual setup delivery after payment and is independent from OpenAI, so choose first-party providers when official account features or enterprise contracts matter most.

Evaluation next step

How to decide without guessing

Use this before changing providers, buying access, or running a long Codex workflow.

Choose Together AI when

Teams experimenting with many open models on hosted infrastructure

Choose Fireworks AI when

Teams shipping open-model products on serverless inference

Check the flat-access third option

If flat GPT-5.6 Sol and Codex API access is the deciding factor, compare unlimitedcodex against both options, review its public setup and package mapping, and keep the 4 concurrent connection boundary in scope.

At a glance

Side-by-side comparison

Together AI vs Fireworks AI comparison table
DimensionTogether AIFireworks AI
GPT-5.5 XHighAvailability and billing vary by provider or routing layerAvailability and billing vary by provider or routing layer
GPT-5.6 SolAvailability and billing vary by provider or routing layerAvailability and billing vary by provider or routing layer
Pricing modelPay-as-you-go per token on hosted models with optional dedicated endpoint commitments.Pay-as-you-go per token on serverless models with optional dedicated GPU and fine-tuning commitments.
Starting priceUsage-only per-token pricing with model-specific rates.Usage-only per-token pricing with model-specific rates.
Token limitsPer-token meteringPer-token or credit-based
Best forTeams experimenting with many open models on hosted infrastructureTeams shipping open-model products on serverless inference

Who should choose Together AI

  • Teams experimenting with many open models on hosted infrastructure
  • Research and prototyping with variable token usage
  • Fine-tuning workflows on Together-hosted GPUs
  • Developers wanting quick access without Azure or enterprise sales cycles

Who should choose Fireworks AI

  • Teams shipping open-model products on serverless inference
  • Fine-tuning and custom model deployment workflows
  • Startups wanting fast hosted APIs without managing GPUs
  • Developers comparing many open models behind one OpenAI-compatible surface

Fit boundaries

When not to choose each option

When Together AI is not ideal

  • Teams wanting package-specific GPT-5.5 XHigh or GPT-5.6 Sol access with unlimited token consumption and 4 concurrent connections
  • Heavy coding agent workloads where per-token bills become unpredictable
  • SaaS vendors packaging API access with per-customer billing out of the box
  • Buyers who need a single predictable monthly cap for unlimited consumption with 4 concurrent connections

When Fireworks AI is not ideal

  • Teams wanting package-specific GPT-5.5 XHigh or GPT-5.6 Sol access with unlimited token consumption and 4 concurrent connections
  • Heavy coding agent workloads where per-token bills become unpredictable
  • SaaS vendors packaging API access with per-customer billing out of the box
  • Buyers who need a single predictable monthly cap for unlimited consumption with 4 concurrent connections

When unlimitedcodex is not ideal

  • Teams needing many LLM providers and automatic fallbacks in one API
  • Enterprises requiring SOC2, HIPAA, SSO, and VPC-only deployments
  • Workloads needing more than 4 simultaneous connections
  • Buyers who need instant self-serve key delivery with zero setup wait

Third option

Consider a third option for package-specific API access

Together AI and Fireworks AI solve routing and governance. unlimitedcodex sells the API access package itself with explicit model-to-package mapping at GPT-5.5 XHigh $19/week or an eligible $59 first month followed by $69/month | GPT-5.6 Sol an eligible $69 first week followed by $89/week, or a $179 first month followed by $199/month.

GPT-5.5 XHighGPT-5.6 Sol

What is the main difference between Together AI and Fireworks AI?

Together AI and Fireworks AI both fit teams that want hosted model inference and model experimentation. unlimitedcodex fits a narrower access-package job: GPT-5.6 Sol and Codex API access with unlimited token consumption and 4 concurrent connections at a flat price.

Does unlimitedcodex include GPT-5.6 Sol and Codex?

GPT-5.5 XHigh is $19/week or an eligible $59 first month followed by $69/month. GPT-5.6 Sol is available at an eligible $69 first week followed by $89/week, or a $179 first month followed by $199/month. All four advertised packages include unlimited token consumption with 4 concurrent connections.

Is unlimitedcodex affiliated with OpenAI?

No. unlimitedcodex is an independent OpenAI-compatible API access service. Choose OpenAI API directly when you need official first-party OpenAI account features, support, or enterprise contracts.

When should I choose Together AI?

Together AI fits when teams experimenting with many open models on hosted infrastructure.

When should I choose Fireworks AI?

Fireworks AI fits when teams shipping open-model products on serverless inference.

Where does unlimitedcodex fit?

unlimitedcodex is the independent third option when you need packaged API access: GPT-5.5 XHigh is $19/week or an eligible $59 first month followed by $69/month. GPT-5.6 Sol is available at an eligible $69 first week followed by $89/week, or a $179 first month followed by $199/month. All four advertised packages include unlimited token consumption with 4 concurrent connections.

OpenAI-compatible API package comparison

OpenAI-compatible GPT-5.5 XHigh, GPT-5.6 Sol, and Codex API access.

GPT-5.5 XHigh $19/week or an eligible $59 first month followed by $69/month | GPT-5.6 Sol an eligible $69 first week followed by $89/week, or a $179 first month followed by $199/month