Fireworks AI vs SambaNova Cloud vs Replicate vs SiliconFlow

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

Your tool
Fireworks AI
vs
Competitor 1
SambaNova Cloud
Competitor 2
Replicate
Competitor 3
SiliconFlow
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
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
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
—
1Mvisits/mo
427.8Kvisits/mo
MoM change
▼ 21.1%
—
▼ 3.1%
▼ 35.5%
6-month growth
+62.9%
—
-30.2%
+5.4%
Global rank web
#55,462
—
#39,584
#65,186
Avg. last 3 months
743.7K
—
1.1M
540.4K
Bounce rate lower is better
43%
—
35%
40%
Pages / visit
3.6
—
5.6
4.7
Visit duration
2m 40s
—
5m 09s
1m 43s
Traffic sources
● Direct 91% · ● Referral 6%
—
● Direct 92% · ● Referral 6%
● Direct 85% · ● Referral 14%
Fireworks AISambaNova CloudReplicateSiliconFlow
0415.2K830.4K1.2M1.7MFireworks 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 · 713.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K100K1M10MFireworks 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 · 713.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
—
Freemium
Freemium
Starting price
Free tier
Free tier
—
Free tier
Free tier
–
Free trial
–
–
–
–
API access
–
Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Free Custom/moDeveloper Custom/moEnterprise Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Capabilities input → output
Input
CodeImagesText
TextImages
ImagesText
CodeImagesText
Output
CodeText
Text
VideoTextImagesAudio
VideoTextCodeImages
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
1
9
6
APIs
Inference
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Models
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Developer tools
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LLM development
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Development
–
–
Fine-Tuning
–
–
–
API integrations
–
–
–
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
–
–
–
–

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.