Replicate vs RunPod vs Vertex AI vs Fireworks AI

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

Your tool
Replicate
vs
Competitor 1
RunPod
Competitor 2
Vertex AI
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Replicate
replicate.com
Run open-source AI without managing servers
Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Competitor Vertex AI
cloud.google.com
Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
2.8Mvisits/mo
—
713.6Kvisits/mo
MoM change
▼ 3.1%
▲ 14.2%
—
▼ 21.1%
6-month growth
-30.2%
+19.0%
—
+62.9%
Global rank web
#39,584
#19,060
—
#55,462
Avg. last 3 months
1.1M
2.5M
—
743.7K
Bounce rate lower is better
35%
32%
—
43%
Pages / visit
5.6
7.4
—
3.6
Visit duration
5m 09s
8m 19s
—
2m 40s
Traffic sources
● Direct 92% · ● Referral 6%
● Direct 78% · ● Referral 21%
—
● Direct 91% · ● Referral 6%
ReplicateRunPodVertex AIFireworks AI
0701.3K1.4M2.1M2.8MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MFireworks 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 · 713.6K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MFireworks 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 · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
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Freemium
Starting price
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—
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Free tier
Free tier
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–
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Free trial
–
–
–
–
API access
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Plans
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
—
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
ImagesText
DataCode
VideoTextImagesDocumentsCode
TextImagesCode
Output
VideoTextImagesAudio
Apps
TextImagesCode
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
4
11
7
Developer tools
APIs
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Development
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LLM development
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Inference
–
–
Fine-Tuning
–
–
Models
–
–
Agents
–
–
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GPU infrastructure
–
–
–
API integrations
–
–
–
Agent creation
–
–
–
Cloud infrastructure
–
–
–
Model training
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–
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Models management
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–
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Agent management
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–
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Image generation
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–
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LLM training
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–
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Prompt management
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–
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Video generation
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–
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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.