Fireworks AI vs Together AI: LLM APIs Comparison (2026)
Fireworks AI offers a free tier with $1 in credits, while Together AI does not offer a free tier.
AI Citation Scorecard
How often each is cited by major AI engines when buyers ask llm apis questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.
Probes run hourly; each (engine × query) combo retests every ~3 days.
Pricing
Key Features
- ✓Serverless Inference
- ✓Fine Tuning
- ✓On Demand Deployments
- ✓High rate limits
- ✓Batch inference priced at 50%
- ✓Pay per token pricing
- ✓Pay per GPU second
- ✓Customizable open models
- ✓On-demand GPU Clusters
- ✓Serverless Inference
- ✓Fine-Tuning
- ✓Dedicated Inference
When to choose Fireworks AI
You require a free tier with initial credits, serverless inference, fine-tuning, on-demand deployments, high rate limits, batch inference priced at 50%, pay-per-token or pay-per-GPU-second pricing, and customizable open models. You prioritize a pay-per-use model with no contracts and low setup complexity.
When to choose Together AI
You require on-demand GPU clusters, serverless inference, fine-tuning, and dedicated inference. You prioritize affordable pricing, multiple usage models, and a user-friendly interface. You are comfortable with pricing that may vary based on usage and do not require a permanent free version.
Frequently Asked Questions
AI visibility profiles
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