Vertex AI vs Microsoft Azure vs RunPod vs Fireworks AI

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

Your tool
Vertex AI
vs
Competitor 1
Microsoft Azure
Competitor 2
RunPod
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool 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.
Remove
Competitor Microsoft Azure
azure.microsoft.com
Make main Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
6.9Mvisits/mo
2.8Mvisits/mo
713.6Kvisits/mo
MoM change
—
▲ 8.9%
▲ 14.2%
▼ 21.1%
6-month growth
—
+3.8%
+19.0%
+62.9%
Global rank web
—
—
#19,060
#55,462
Avg. last 3 months
—
6.6M
2.5M
743.7K
Bounce rate lower is better
—
68%
32%
43%
Pages / visit
—
1.7
7.4
3.6
Visit duration
—
1m 29s
8m 19s
2m 40s
Traffic sources
—
● Direct 65% · ● Referral 31%
● Direct 78% · ● Referral 21%
● Direct 91% · ● Referral 6%
Vertex AIMicrosoft AzureRunPodFireworks AI
01.8M3.6M5.4M7.2MMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9MRunPod · 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 · 713.6K100K1M10MMicrosoft Azure · 6MMicrosoft Azure · 5.9MMicrosoft Azure · 6.6MMicrosoft Azure · 6.6MMicrosoft Azure · 7.2MMicrosoft Azure · 6.2MMicrosoft Azure · 6.6MMicrosoft Azure · 6.3MMicrosoft Azure · 6.9MRunPod · 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
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Freemium
Freemium
Freemium
Starting price
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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
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—
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
VideoTextImagesDocumentsCode
TextImagesDocumentsCodeAudio
CodeData
TextImagesCode
Output
TextImagesCode
TextImagesCodeAudio
Apps
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
11
7
4
7
Developer tools
APIs
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Cloud infrastructure
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–
Fine-Tuning
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Development
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–
LLM development
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Agents
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–
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Azure
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–
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GPU infrastructure
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–
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Inference
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–
–
Agent creation
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–
–
Cloud computing
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–
–
Model training
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–
–
Models
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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 recognition
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–
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LLM training
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–
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Large language models
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–
–
Prompt management
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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
–
–
–
–

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.