Fireworks AI vs Replicate vs Runware 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
Replicate
Competitor 2
Runware
Competitor 3
SambaNova Cloud
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Competitor Runware
runware.ai
Runware is AI infrastructure that gives developers one API for hundreds of thousands of models, along with the compute to run them.
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.
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
1Mvisits/mo
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MoM change
▼ 21.1%
▼ 3.1%
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6-month growth
+62.9%
-30.2%
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Global rank web
#55,462
#39,584
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Avg. last 3 months
743.7K
1.1M
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Bounce rate lower is better
43%
35%
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Pages / visit
3.6
5.6
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Visit duration
2m 40s
5m 09s
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Traffic sources
● Direct 91% · ● Referral 6%
● Direct 92% · ● Referral 6%
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Fireworks AIReplicateRunwareSambaNova Cloud
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 · 1M100K1M10MFireworks 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 · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
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Starting price
Free tier
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Free tier
Free tier
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Free trial
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API access
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Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Pay as you go (API) CustomServerless GPU (RTX PRO 6000) $1.99Bare metal Custom
Free Custom/moDeveloper Custom/moEnterprise Custom
Capabilities input → output
Input
CodeImagesText
ImagesText
TextImages
TextImages
Output
CodeText
VideoTextImagesAudio
VideoTextImagesAudio3D
Text
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
7
9
6
4
APIs
Developer tools
LLM development
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Inference
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Models
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Development
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Image generation
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Video generation
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Fine-Tuning
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GPU infrastructure
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API integrations
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Large language models
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Cloud computing
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
0
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0
Reviews
0
0
0
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Prompts
0
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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.