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Build. Tune. Scale.

About Fireworks AI

Fireworks AI is a cloud platform for hosting open-source AI models optimized for specific use cases and scales globally via the Fireworks Inference Cloud. It serves developers and enterprises looking to build, tune, and scale generative AI applications from experimentation through production.

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Key Features

For teams building and deploying generative AI, the platform pairs an OSS model library with a managed inference layer to shorten iteration cycles and control costs in real-world workloads:

OSS Model Library

Instant access to popular open-source models, optimized for cost, speed, and quality on the Fireworks Cloud.

One-Line Deployment

Run the latest open models with a single line of code, simplifying integration and iteration.

Global Inference Cloud

Scales globally to support production workloads with low latency and high throughput.

Use-case Ready Capabilities

Prebuilt templates for Code Assistance, Conversational AI, Agentic Systems, Search, Multimedia, and Enterprise RAG to accelerate development.

Summary

Best for AI/ML engineering teams, developer platforms, and enterprise product teams deploying production-scale generative AI.

Base model (Less than 4B parameters)

$0.10 / per 1M tokens

Base model (4B - 16B parameters)

$0.20 / per 1M tokens

Base model (More than 16B parameters)

$0.90 / per 1M tokens

MoE model (0B - 56B parameters)

$0.50 / per 1M tokens

MoE model (56.1B - 176B parameters)

$1.20 / per 1M tokens

DeepSeek V3 family

$0.56 input, $1.68 output / per 1M tokens

DeepSeek R1 0528

$1.35 input, $5.4 output / per 1M tokens

GLM-4.5, GLM-4.6

$0.55 input, $2.19 output / per 1M tokens

Meta Llama 3.1 405B

$3.00 / per 1M tokens

Meta Llama 4 Maverick (Basic)

$0.22 input, $0.88 output / per 1M tokens

Meta Llama 4 Scout (Basic)

$0.15 input, $0.60 output / per 1M tokens

Qwen3 235B Family

$0.22 input, $0.88 output / per 1M tokens

Qwen3 30B, Qwen Coder Flash

$0.15 input, $0.60 output / per 1M tokens

Kimi K2 Instruct, Kimi K2 Thinking

$0.60 input, $2.50 output / per 1M tokens

Qwen3 Coder 480B

$0.45 input, $1.80 output / per 1M tokens

OpenAI gpt-oss-120b

$0.15 input, $0.60 output / per 1M tokens

OpenAI gpt-oss-20b

$0.07 input, $0.30 output / per 1M tokens

Whisper-v3-large

$0.0015 / per audio minute

Whisper-v3-large-turbo

$0.0009 / per audio minute

Streaming ASR v1

$0.0032 / per audio minute

Streaming ASR v2

$0.0035 / per audio minute

All Non-Flux Models

$0.0002 / per image

FLUX.1 [dev]

N/A / per image

FLUX.1 [schnell]

N/A / per image

FLUX.1 Kontext Pro

$0.04 / per image

FLUX.1 Kontext Max

$0.08 / per image

up to 150M

$0.008 / per 1M input tokens

150M - 350M

$0.016 / per 1M input tokens

Qwen3 8B

$0.1 / per 1M input tokens

Supervised Fine Tuning (Models up to 16B parameters)

$0.50 / per 1M training tokens

Supervised Fine Tuning (Models 16.1B - 80B)

$3.00 / per 1M training tokens

Supervised Fine Tuning (Models 80B - 300B)

$6.00 / per 1M training tokens

Supervised Fine Tuning (Models >300B)

$10.00 / per 1M training tokens

On-Demand - A100 80 GB GPU

$2.90 / per hour

On-Demand - H100 80 GB GPU

$4.00 / per hour

On-Demand - H200 141 GB GPU

$6.00 / per hour

On-Demand - B200 180 GB GPU

$9.00 / per hour

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