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fireworks.ai
fireworks.ai · IS-based
Fireworks AI is a platform designed to provide the fastest inference for generative AI models.
Researched with AIData refreshed 2 weeks ago8 sourcesUpdated 1 time this year
Data refreshed 2 weeks ago8 sources
AI APIWebsite
Fireworks AI is a platform designed to provide the fastest inference for generative AI models.
Researched with AIData refreshed 2 weeks ago8 sourcesUpdated 1 time this year
Data refreshed 2 weeks ago8 sources
AI APIWebsite
Starting price
--
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AI API
Free trial
✕ No free tier
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Product information
What this product does
Fireworks AI is a platform designed to provide the fastest inference for generative AI models. It allows users to utilize state-of-the-art, open-source LLMs and image models at high speeds. Users can fine-tune and deploy their own models at no additional cost. The platform offers a range of tools and infrastructure to build and deploy generative AI applications, including model APIs, customization options, and compound AI systems.
Sourced from fireworks.ai
Works With
Platforms
- Web
- Discord
- API
- iOS
AI Models
- GPT-4
- Claude
- Gemini
- Llama
- Stable Diffusion
- Midjourney
Problem Solved
What problem does fireworks.ai solve?
A platform for fast inference of generative AI models, including fine-tuning and deployment.
Company & Maker
Who built fireworks.ai?
- Company
- Fireworks AI (fireworks.ai)
- Product
- Fireworks AI is a platform designed to provide the fastest inference for generative AI models. It allows users to utilize state-of-the-art, open-source LLMs and image models at high speeds. Users can fine-tune and deploy their own models at no additional cost. The platform offers a range of tools and infrastructure to build and deploy generative AI applications, including model APIs, customization options, and compound AI systems.
- HQ
- IS
- Live since
- Mar 2024
The maker hasn't published a public statement we can verify yet.
Researched with AI · Data refreshed 2 weeks ago · How we score
Fireworks AI is a platform for fast inference on open-source generative AI models, enabling users to fine-tune and deploy LLMs and image models at high speeds.
Who should use
Buyer-fit is derived from approved personas and use-case evidence. Search-volume noise stays labeled separately.
Best-fit workflows
- Build code assistance tools with fast inference
- Fine-tune models for enterprise AI features
- Deploy real-time agent guidance in contact centers
- Generate personalized proposals for freelancers
- Building production-ready, compound AI systems
- Creating domain-expert copilots for automation, code, math, medicine, and more
1-2 hours for initial API integration; days for custom model fine-tuningDeveloper requiredSoloSmall teamMid-market
Pricing reality
Vendor stated
Pay-per-token for inference; free fine-tuning
Actual cost
Inference costs can add up at scale; fine-tuning is free but requires compute for training
Hidden costs
2 hidden cost warnings — unlock to view
Migration effort from 4 platforms analyzed
Pricing reality
Verified May 2026 / Vendor pricing evidence only
Starting price
--
Mindber only shows named plan cards when they come from linked pricing evidence. If the tier data is incomplete, this page falls back to the verified starting price instead of fabricating plan names or $0 tiers.
Fine Tuning
Pay per 1M training tokens/mo
- Customize open models with your own data with minimal setup
- Serve fine-tuned models for the same price as base models.
On Demand Deployments
Pay per GPU second/mo
- Pay per GPU second for faster speeds, higher rate limits, and lower costs at scale
Serverless Inference
Pay per token/mo
- Get started in seconds with per token pricing, zero setup and no cold starts
What pricing pages often hide
Auto-renewal is often on by default and refunds are narrow.
Beta, Linux, or recovery edge cases often ship without SLA coverage.
Team and business tiers usually move to sales-led quoting.
One-time or lifetime offers tend to disappear at version boundaries.
True cost for your case
LIVE ESTIMATEEstimated spend
--Starting price has not been verified from a linked pricing source yet.
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Engagement signals (30d)
Based on 6 linked public signals.
Mindber Activity Score™
Score locked
HOW THIS TOOL SCORES
Scores compare this tool with similar tools similar tools in AI API. Use it to judge Innovation and Capability before you shortlist.
Updated May 9, 2026
Innovation Index™
Is it new, different, and easy to understand?
below median7.0/10
Is this idea actually new?6.0/10
Does it stand out from similar tools?7.0/10
Can buyers understand it quickly?8.0/10
Functionality Score™
Does it cover the jobs buyers expect, and can it keep up?
Bottom 25%3.9/10
Does it cover the core jobs?5.0/10
Are the main features deep enough?6.0/10
Will it fit into your stack?5.0/10
Can users trust it to stay usable?1.5/10
Low confidence (30%) - some sub-scores have thin evidence.What this means →
Category baseline: AI API
Data sources
Engagement: declining (0/100)
Traffic & search proof
Public view keeps the ratio story. Paid view unlocks exact monthly visits, full region coverage, and CPC-level keyword intelligence.
Latest traffic snapshot
Monthly visits
720.8K
Avg visit duration
00:03:28
Pages per visit
5.20
Bounce rate
37.39%
Traffic trend
Month-by-month visits from linked public traffic evidence.
Geography
Top regions
traffic snapshot
Exact monthly traffic is paid-only. Public view keeps percent share only.
4Regions
United States
24.92%India
9.76%Thailand
6.13%2 more regions unlock with the full market map.
Traffic sources
Source mix snapshot
Public view keeps the ratio snapshot. Minor channels stay behind the paid view.
4Sources
Direct
56.20%Search
30.41%Social
6.80%Referrals
4.54%2 smaller channels unlock with the full source mix.
Top keywords
Brand terms stay labeled separately from intent and comparison demand.
| Keyword | Segment | Traffic | CPC |
|---|---|---|---|
| fireworks ai | Brand term | 61.09K | |
| fireworks | Brand term | 81.79K | |
| firework ai | Intent / comparison | 3.06K | |
| baseten | Intent / comparison | 39.8K | |
| fireworks ai careers | Brand term | 2.87K |
Showing 5 linked keywords - unlock CPC intelligence
FAQ
Only linked Q and A rows are shown. Empty FAQ data stays hidden.
Social mentions
Only linked public mention evidence is shown here.
Showing top 3 of 20 linked mentions.
Sources and methodology
Only evidence with a linked source record or explicit feature provenance is shown here. Data without provenance stays off the page.
COMMUNITY CREDITS
Have you used fireworks.ai? Earn credits.
Verified contributions help the page stay honest. The wider member action set still lives in your dashboard so the public page stays focused on the two highest-signal workflows.
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About this data: Activity signals and intelligence cards are aggregated from public sources and reviewed by editors. Scores reflect public update frequency only — not product quality, company health, or investment suitability. Data may lag by up to 7 days. Learn more