kitio.aiFireworks AI vs Cerebras
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Fireworks AI starts at See pricing page and Cerebras starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Serverless model API
- Dedicated GPU deployments
- Reinforcement fine-tuning
- Multi-LoRA serving
- Function calling
- Wafer-scale inference
- OpenAI-compatible API
- Coding subscriptions
- Dedicated capacity
- Free developer tier
| Feature | Fireworks AI | Cerebras |
|---|---|---|
| Best for | Fast inference and fine-tuning platform for open models | Wafer-scale chips serving open models at record inference speeds |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | No | Yes |
| Made by | Fireworks AI | Cerebras Systems |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Fireworks AI starts at See pricing page and Cerebras starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Serverless
Per 1M tokens
- No setup, no cold starts
- Fine-tuned models at base price
On-demand GPUs
$8.00 / hr (H100)
- Billed per GPU second
- H100, H200, B200, B300 options
- No charge for start-up time
Enterprise
Contact sales
- Higher rate limits
- Faster speeds, lower costs
- Region-restricted deployments
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Fireworks AI
- Low latency on popular models
- Strong fine-tuning tools
- Quick support for new open models
- Dedicated GPUs are costly
- Fewer image models than rivals
- Docs assume ML experience
Cerebras
- Among the fastest output speeds
- Free tier to start
- Good fit for coding agents
- Limited model selection
- Capacity can be constrained
- Context limits on some models
Which one should you choose?
Choose Fireworks AI if you want:
- Low latency on popular models
- Strong fine-tuning tools
- Quick support for new open models
Watch out: dedicated gpus are costly.
Choose Cerebras if you want:
- Among the fastest output speeds
- Free tier to start
- Good fit for coding agents
Watch out: limited model selection.
Fireworks AI vs Cerebras FAQ
What is the difference between Fireworks AI and Cerebras?
Fireworks AI: Fast inference and fine-tuning platform for open models. Cerebras: Wafer-scale chips serving open models at record inference speeds. Both are models & apis tools.
Is Fireworks AI or Cerebras cheaper?
Fireworks AI starts at See pricing page and Cerebras starts at See pricing page. Check both pricing pages for current plans.
Do Fireworks AI and Cerebras have free plans?
Fireworks AI: No. Cerebras: Yes.
Who makes Fireworks AI?
Fireworks AI is made by Fireworks AI, based in United States.
Who makes Cerebras?
Cerebras is made by Cerebras Systems, based in United States.
Which should I choose, Fireworks AI or Cerebras?
Choose Fireworks AI if you value low latency on popular models and strong fine-tuning tools. Choose Cerebras if you value among the fastest output speeds and free tier to start.