Fireworks AI
Researched 2d agoInference PlatformTier 2Fireworks AI
Fireworks AI exposes 230 tracked models (226 with output token pricing in seed data). Task coverage across this catalog includes coding, rag, and agents; open any model detail page for benchmarks, batch tiers, and migration prompts.
Portfolio context: 7 decision-task tags, 230 catalog rows, latest research stamp 2026-05-16.
Use this portfolio page for
- Teams comparing token and batch economics on this surface
- Operators routing coding, rag, and agents workloads through this API
Do not stop here for
- Final benchmark picks without opening the relevant model detail page
Catalog rows
230
Models linked to this provider in seed data
Priced output routes
226
Rows with token_out in seed data
Cheapest output
$0.100
Stable LM 2 Zephyr 1.6B on this route
Batch-ready SKUs
0
No batch pricing tracked
Latest catalog ship
2026-04-24
24d since dated release field
Freshness
2026-05-16
Researched 2d ago
Catalog release signal
Latest ISO-dated model.release in this catalog is 2026-04-24 (24d ago).
Where this host wins
- Coding: 68 tracked models with SWE-bench / HumanEval-style scores.
- RAG: 47 tracked models with ruler / needle retrieval benchmarks.
- Agentic: 34 tracked models with BFCL, tau-bench, and SWE-bench tool-use coverage.
- Long-context: 101 tracked models with context-token or InfiniteBench-class signal.
Getting started
Official entry points from seed metadata — confirm quotas and regions in vendor docs.
Compliance notes (verbatim seed excerpts)
Not yet verified from seed copy — no SOC/ISO/HIPAA-class sentences detected to quote verbatim.
Platform Overview
The Fireworks AI Platform is a comprehensive generative AI solution that enables developers and businesses to build, customize, and deploy AI models at scale. It supports a diverse range of cutting-edge open-source models, including Meta's Llama and Stable Diffusion, for tasks such as natural language processing and image generation. The platform's serverless architecture allows for quick deployment without extensive infrastructure management, operating on a pay-as-you-go basis. Users can fine-tune models using parameter-efficient techniques, ensuring tailored AI solutions that maintain high performance for specific business needs. Optimized for high throughput and low latency, the platform can handle trillions of inferences daily while providing a seamless user experience. It offers tools for efficient model maintenance and iteration, allowing businesses to focus on innovation rather than complex AI model management. The platform's design facilitates easy integration and customization, enabling organizations to effectively scale their AI-powered solutions. With its cost-efficient approach and comprehensive features, the Fireworks AI Platform empowers businesses to leverage advanced AI capabilities for enhanced productivity and competitive advantage in their respective markets.
Available Models(230)
View all →| Model | Input (per 1M) | Output (per 1M) | Type |
|---|---|---|---|
| DeepSeek V4 Pro | $1.74 | $3.48 | Serverless |
| Kimi K2.6 | $0.95 | $4.00 | Serverless |
| GLM-5.1 | $1.40 | $4.40 | Serverless |
| MiniMax M2.7 | $0.30 | $1.20 | Serverless |
| Kimi K2.5 | $0.60 | $3.00 | Serverless |
| Kimi K2.5 | $0.99 | $4.94 | Serverless |
| Nemotron 3 Super-120B-A12B | Provisioned | ||
| GLM 4.7 | $0.60 | $2.20 | Serverless |
| GLM-5 | $1.00 | $3.20 | Serverless |
| Mistral Small 3.1 24B Instruct | $0.9 | $0.9 | Serverless |
Platform Details
Organization
Fireworks AI offers a generative AI platform as a service, focusing on rapid product iteration and cost-efficient AI deployment. Their platform is designed to optimize the development and serving of generative AI applications, enabling businesses to quickly build and scale AI-powered solutions. Fireworks.ai emphasizes minimizing the cost to serve while maximizing the potential of generative AI technologies, making advanced AI capabilities more accessible and practical for a wide range of applications.