# Falcon 180B API Rate Limits, Pricing & Performance (July 2026)

- Tool: AI API Limits & Performance Matrix
- Last updated: July 2026

## TL;DR

Falcon 180B has no shared per-token API. The Falcon-180B TII License restricts third-party hosting — offering shared inference to others requires separate TII permission, which is why no major inference provider serves it. Your options are: SageMaker JumpStart dedicated deployment (~$23,000/month in infrastructure, estimated) or self-hosting eight A100 80GB GPUs. For new projects, migrate to a managed API such as Qwen3-Max ($1.20/$6.00 on DashScope) or Llama 4 Maverick.

## Frequently asked questions

### Does Falcon 180B have an API?

No shared per-token API exists for Falcon 180B as of July 2026. The Falcon-180B TII License restricts 'hosting use' — serving the model to third parties requires separate written permission from TII. This is why no major inference provider (Fireworks, Together AI, DeepInfra, Replicate) offers Falcon 180B access. The only options are deploying a dedicated instance via AWS SageMaker JumpStart (in your own VPC) or self-hosting on your own GPU cluster.

### Why can't I find Falcon 180B on inference providers?

The Falcon-180B TII License explicitly restricts 'hosting use' — offering Falcon 180B as a shared service to others requires a separate commercial hosting license from TII. This makes it legally complex for inference providers to serve it, which is why providers like Fireworks, Together AI, and DeepInfra do not list it. Contact TII at falconllm.tii.ae if you need a commercial hosting license.

### How much does running Falcon 180B cost?

There is no per-token API — you pay for infrastructure. A dedicated AWS ml.p4de.24xlarge instance (8×A100 80GB) runs approximately $32/hour on-demand, or around $23,000/month sustained. This is an estimated calculation from AWS EC2 pricing — verify current rates at aws.amazon.com/ec2/pricing. Reserved instances reduce this cost. For comparison: Qwen3-Max on DashScope handles 60M input / 12M output per month for $144.

### What are the Falcon 180B GPU requirements?

At FP16 precision: approximately 640GB GPU memory, or roughly eight A100 80GB GPUs. At int4 quantization: approximately 320GB, enabling eight A100 40GB GPUs. Inference is typically run with tensor parallelism across all 8 GPUs using vLLM (vllm serve tiiuae/falcon-180B --tensor-parallel-size 8).

### Can I use Falcon 180B commercially?

You can self-host Falcon 180B for your own internal commercial use under the Falcon-180B TII License (Apache 2.0 base with TII modifications). However, you cannot offer it as a hosted service to third parties without a separate commercial hosting license from TII. Contact falconllm.tii.ae for licensing inquiries.

### What is the best Falcon 180B alternative with a proper API?

For most teams: Qwen3-Max on DashScope ($1.20/$6.00 per MTok, 262K context, 50% batch discount, managed API) or Llama 4 Maverick on third-party hosts ($0.15-$0.17/$0.65 per MTok, MoE architecture, active third-party support). Both eliminate the $20K+/month infrastructure cost and licensing complexity of Falcon 180B. RapidDev (rapidevelopers.com/contact) can help evaluate your specific workload requirements against available managed APIs.

### Is Falcon 180B still a good model in 2026?

Falcon 180B was a strong performer when released in September 2023, trained on 3.5 trillion tokens. By July 2026, newer models (Qwen3-Max, Llama 4 Maverick, Falcon 3 / H1 from TII itself) offer better capability, longer context windows, and accessible managed APIs. Falcon 180B is effectively legacy and not recommended for new projects. TII's own strategic focus has shifted to Falcon 3, Falcon H1, Falcon Arabic, and Falcon Perception.

### How do I deploy Falcon 180B on AWS SageMaker JumpStart?

Go to AWS Console → SageMaker → JumpStart → search for 'Falcon 180B' → click Deploy. SageMaker will provision an ml.p4de.24xlarge instance (or equivalent) within your VPC. You pay EC2 on-demand rates (~$32/hour). This is a dedicated deployment — you own the instance and all traffic runs in your AWS account, satisfying the TII License requirement for self-hosting rather than third-party hosting.

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Source: https://www.rapidevelopers.com/ai-api-limits-performance-matrix/falcon-180b
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