Fireworks AI vs Modal vs OpenAI API

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Fireworks AI
vs
Competitor 1
Modal
Competitor 2
OpenAI API
Competitor 3
Suggested competitors for Fireworks AI: Together AI94% DeepInfra90% Nebius Token Factory88% SiliconFlow86% Baseten86% Groq84% Replicate80% SambaNova Cloud80%
Compare
3 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor OpenAI API
platform.openai.com
The API powering the AI ecosystem
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
972.8Kvisits/mo
15.2Mvisits/mo
MoM change
▼ 21.1%
▲ 5.7%
▲ 4.6%
6-month growth
+62.9%
+13.6%
-2.4%
Global rank web
#55,462
#43,856
—
Avg. last 3 months
743.7K
960K
15.2M
Bounce rate lower is better
43%
37%
34%
Pages / visit
3.6
6.6
5.4
Visit duration
2m 40s
5m 31s
3m 56s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 94% · ● Referral 5%
● Direct 82% · ● Referral 15%
Fireworks AIModalOpenAI API
04.7M9.4M14.1M18.7MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KOpenAI API · 18.7MOpenAI API · 16.7MOpenAI API · 16.5MOpenAI API · 15.6MOpenAI API · 15.9MOpenAI API · 15.1MOpenAI API · 15.7MOpenAI API · 14.6MOpenAI API · 15.2M100K1M10M100MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KOpenAI API · 18.7MOpenAI API · 16.7MOpenAI API · 16.5MOpenAI API · 15.6MOpenAI API · 15.9MOpenAI API · 15.1MOpenAI API · 15.7MOpenAI API · 14.6MOpenAI API · 15.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Starting price
Free tier
$250per month · free tier available
—
Free tier
–
Free trial
–
–
API access
–
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Starter FreeTeam $250/moEnterprise Custom
—
Capabilities input → output
Input
CodeImagesText
Code
AudioDocumentsImagesText
Output
CodeText
Apps
AudioCodeImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APILarge Language Models (LLMs)
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
6
6
APIs
Developer tools
Inference
–
LLM development
–
Development
–
Fine-Tuning
–
–
GPU infrastructure
–
–
Large language models
–
–
Models
–
–
API integrations
–
–
Chatbot building
–
–
Performance optimization
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 1
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
–
–
–

Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.