Runware vs Defapi vs Replicate vs Cerebrium

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

Your tool
Runware
vs
Competitor 1
DDefapi
Competitor 2
Replicate
Competitor 3
Cerebrium
Compare
4 tools · best value per row highlighted
Your tool 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.
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Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
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Competitor Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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Traffic estimated monthly website traffic
Monthly visits
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2.4Kvisits/mo
1Mvisits/mo
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MoM change
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▼ 42.6%
▼ 3.1%
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6-month growth
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-86.2%
-30.2%
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Global rank web
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#4,650,820
#39,584
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Avg. last 3 months
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4.8K
1.1M
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Bounce rate lower is better
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36%
35%
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Pages / visit
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1.4
5.6
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Visit duration
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7s
5m 09s
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Traffic sources
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● Direct 92% · ● Referral 6%
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RunwareDefapiReplicateCerebrium
0415.2K830.4K1.2M1.7MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1K10K100K1M10MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Paid
Freemium
Freemium
Starting price
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$100per month · free tier available
Free tier
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Free trial
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API access
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Plans
Pay as you go (API) CustomServerless GPU (RTX PRO 6000) $1.99Bare metal Custom
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Hobby FreeStandard $100/moEnterprise Custom
Capabilities input → output
Input
TextImages
AudioImagesText
ImagesText
Code
Output
VideoTextImagesAudio3D
AudioImagesText
VideoTextImagesAudio
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI API
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
4
9
4
APIs
Developer tools
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GPU infrastructure
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API integrations
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Image generation
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LLM development
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Video generation
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API management
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Inference
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Models
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API security
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Cloud computing
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Development
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
0
0
0
0
Reviews
0
0
0
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Prompts
0
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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.