Fireworks AI vs CometAPI vs SambaNova Cloud

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
Suggested competitors for Fireworks AI: Together AI94% DeepInfra90% Nebius Token Factory88% SiliconFlow86% Baseten86% Groq84% Replicate80% Cerebras Inference80%
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3 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.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
302.3Kvisits/mo
—
MoM change
▼ 21.1%
▲ 9.9%
—
6-month growth
+62.9%
-16.5%
—
Global rank web
#55,462
#157,147
—
Avg. last 3 months
743.7K
295.7K
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Bounce rate lower is better
43%
46%
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Pages / visit
3.6
2.9
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Visit duration
2m 40s
38s
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Traffic sources
● Direct 91% · ● Referral 6%
● Direct 69% · ● Referral 30%
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Fireworks AICometAPISambaNova Cloud
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 · 302.3K100K1MFireworks 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 · 302.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Starting price
Free tier
$4per month · free tier available
Free tier
Free tier
Free trial
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–
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
Capabilities input → output
Input
CodeImagesText
ImagesText
ImagesText
Output
CodeText
ImagesTextVideo
Text
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI API
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
6
1
APIs
Developer tools
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Fine-Tuning
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Inference
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LLM gateway
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API integrations
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Models
–
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Development
–
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Image generation
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LLM development
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.