Fireworks AI vs DeepInfra vs Cerebras Inference vs Modal

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

Your tool
Fireworks AI
vs
Competitor 1
DeepInfra
Competitor 2
Cerebras Inference
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor DeepInfra
deepinfra.com
Cheap AI inference
Make main Remove
Competitor Cerebras Inference
cerebras.ai
Cerebras Inference is a cloud API for running large language models at very high speed on the Cerebras Wafer-Scale Engine.
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
546.5Kvisits/mo
—
972.8Kvisits/mo
MoM change
▼ 21.1%
▲ 11.4%
—
▲ 5.7%
6-month growth
+62.9%
+79.2%
—
+13.6%
Global rank web
#55,462
#76,238
—
#43,856
Avg. last 3 months
743.7K
494.5K
—
960K
Bounce rate lower is better
43%
38%
—
37%
Pages / visit
3.6
5.7
—
6.6
Visit duration
2m 40s
3m 03s
—
5m 31s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 87% · ● Referral 11%
—
● Direct 94% · ● Referral 5%
Fireworks AIDeepInfraCerebras InferenceModal
0291.9K583.7K875.6K1.2MFireworks 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 · 713.6KDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MFireworks 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 · 713.6KDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Freemium
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
Usage-Based Custom
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Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
TextImagesCode
TextImagesAudio
CodeText
Code
Output
TextCode
VideoTextImagesAudio
CodeText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI API
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
5
4
6
APIs
Developer tools
Inference
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Development
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Models
–
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LLM development
–
–
Fine-Tuning
–
–
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GPU infrastructure
–
–
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Large language models
–
–
–
Performance optimization
–
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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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.