Fireworks AI vs Inference.net
Fireworks AI vs Inference.net, compared side by side on 20 data points: what each one does, how big it is, what it has raised, the tech running each site, and what users report. We score both out of 100 on traction, team and visibility: Fireworks AI is on 63/100 and Inference.net on 31/100.
Where each one leads
Fireworks AI
- our overall score: 63/100 against 31/100
- domain rating: 78/100 against 55/100
- funding raised: $1.8B against $14.1M
Inference.net
Leads on none of the measures we hold for both companies.
At a glance
| Measure | Fireworks AI | Inference.net |
|---|---|---|
| What it is | High-performance AI inference platform built by former Meta PyTorch engineers. | AI platform for building and deploying custom AI models with ease. |
| Category | AI Infrastructure, Inference Platform, Developer Tools, Cloud Computing | AI Infrastructure, MLOps, Foundation Model, Generative AI |
| Sells toBusiness model | B2B | B2B |
| Offering | Platform | Platform |
| Founded | 2022 | 2023 |
| Headquarters | Redwood City, USA | San Francisco, United States |
| Status | Active | Active |
Size, funding and growth
| Measure | Fireworks AI | Inference.net |
|---|---|---|
| Employees | 148 | Not published |
| Open roles | Not published | 5 |
| Total funding | $1.8B | $14.1M |
| Latest round | Series D | Seed |
| Valuation | $15B | Not published |
| LinkedIn followers | 41,470 | Not published |
StartupHub scores
Our own 0-100 ratings. They measure company strength and site quality, not which product suits you.
| Measure | Fireworks AI | Inference.net |
|---|---|---|
| StartupHub scoreOur 0-100 rating | 63/100 | 31/100 |
| Traction | 60/100 | 36/100 |
| Team | 60/100 | Not published |
| Community | 8/100 | 14/100 |
| Search visibility | 55/100 | 10/100 |
| Quality | 68/100 | 35/100 |
| Agent readinessHow well an AI agent can read and act on the site | D (42/100) | D (43/100) |
| Domain ratingLink authority, 0-100 | 78/100 | 55/100 |
Technology
Detected on each public site, so it reflects the marketing stack as well as the product.
| Measure | Fireworks AI | Inference.net |
|---|---|---|
| Hosting | Vercel | Not detected |
| CDN | Vercel | Cloudflare |
| Frameworks | Next.js, Tailwind CSS | Tailwind CSS |
| Analytics | Google Tag Manager | Google Tag Manager |
| Open source | No | Yes |
What users say
| Measure | Fireworks AI | Inference.net |
|---|---|---|
| Reddit sentimentThreads we track | 2 positive, 4 negative across 6 threads | Not published |
“Fireworks AI, the AI infrastructure company, quietly launched a coding subscription. Unlimited Kimi K2.5 at 200 tps. (Limited to K2.5 for now.) Limited seats available. Just sign up. It's that good. Free for your first week.”r/opencodeCLI
Fireworks AI vs Inference.net: common questions
Which is better, Fireworks AI or Inference.net?
On our 0-100 score Fireworks AI rates higher (63/100 against 31/100). The score weights traction, team, visibility and profile completeness, so it reflects company strength rather than which product suits you. We compare the two on 20 data points above: read the rows that match what you are buying for.
How do Fireworks AI and Inference.net compare on the numbers?
Fireworks AI leads on our overall score (63/100 against 31/100), domain rating (78/100 against 55/100), funding raised ($1.8B against $14.1M).
What do real users say about Fireworks AI and Inference.net?
Fireworks AI: 2 positive and 4 negative mentions across 6 Reddit threads we track, mostly in r/opencodeCLI.
Read the full Fireworks AI review and pricing or the Inference.net review and pricing. You can also browse other Fireworks AI alternatives we track.