Fireworks AI vs CometAPI vs SiliconFlow 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
SiliconFlow
Competitor 3
SambaNova Cloud
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 SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
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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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Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
302.3Kvisits/mo
427.8Kvisits/mo
—
MoM change
▼ 21.1%
▲ 9.9%
▼ 35.5%
—
6-month growth
+62.9%
-16.5%
+5.4%
—
Global rank web
#55,462
#157,147
#65,186
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Avg. last 3 months
743.7K
295.7K
540.4K
—
Bounce rate lower is better
43%
46%
40%
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Pages / visit
3.6
2.9
4.7
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Visit duration
2m 40s
38s
1m 43s
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Traffic sources
● Direct 91% · ● Referral 6%
● Direct 69% · ● Referral 30%
● Direct 85% · ● Referral 14%
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Fireworks AICometAPISiliconFlowSambaNova 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 · 302.3KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K100K1MFireworks 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 · 302.3KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
Free tier
$4per month · free tier available
Free tier
Free tier
Free tier
Free trial
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–
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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
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Free Custom/moDeveloper Custom/moEnterprise Custom
Capabilities input → output
Input
ImagesTextCode
TextImages
TextImagesCode
ImagesText
Output
TextCode
VideoTextImages
VideoTextImagesCode
Text
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI APIOpen Source AI Models
Development & CodeAI API
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
6
6
4
APIs
Developer tools
LLM development
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Inference
–
–
Models
–
–
Fine-Tuning
–
–
–
LLM gateway
–
–
–
API integrations
–
–
–
Large language models
–
–
–
Development
–
–
–
GPU infrastructure
–
–
–
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.