Fireworks AI vs CometAPI vs SambaNova Cloud vs DeepInfra

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

Your tool
Fireworks AI
vs
Competitor 1
CometAPI
Competitor 2
SambaNova Cloud
Competitor 3
DeepInfra
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
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Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
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Competitor SambaNova Cloud
cloud.sambanova.ai
SambaNova Cloud is an inference service where developers call open-source models through an API that follows the OpenAI chat completions format.
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Competitor DeepInfra
deepinfra.com
Cheap AI inference
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Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
302.3Kvisits/mo
—
546.5Kvisits/mo
MoM change
▼ 21.1%
▲ 9.9%
—
▲ 11.4%
6-month growth
+62.9%
-16.5%
—
+79.2%
Global rank web
#55,462
#157,147
—
#76,238
Avg. last 3 months
743.7K
295.7K
—
494.5K
Bounce rate lower is better
43%
46%
—
38%
Pages / visit
3.6
2.9
—
5.7
Visit duration
2m 40s
38s
—
3m 03s
Traffic sources
● Direct 91% · ● Referral 6%
● Direct 69% · ● Referral 30%
—
● Direct 87% · ● Referral 11%
Fireworks AICometAPISambaNova CloudDeepInfra
0226K452K678K904KFireworks 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 · 713.6KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5K100K1MFireworks 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 · 713.6KCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KDeepInfra · 248.1KDeepInfra · 235.2KDeepInfra · 241.9KDeepInfra · 313KDeepInfra · 305KDeepInfra · 282.6KDeepInfra · 375.1KDeepInfra · 446.5KDeepInfra · 490.4KDeepInfra · 546.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
—
Freemium
Starting price
Free tier
$4per month · free tier available
Free tier
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Free tier
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Free trial
–
–
–
API access
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Free Custom/moDeveloper Custom/moEnterprise Custom
Usage-Based Custom
Capabilities input → output
Input
ImagesTextCode
TextImages
ImagesText
TextImagesAudio
Output
TextCode
VideoTextImages
Text
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI API
Development & CodeAI API
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
6
4
5
APIs
Developer tools
Inference
–
–
Models
–
–
Development
–
–
LLM development
–
–
Fine-Tuning
–
–
–
LLM gateway
–
–
–
API integrations
–
–
–
Large language models
–
–
–
Image generation
–
–
–
Video generation
–
–
–
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.