Fireworks AI vs Microsoft Azure vs RunPod vs Vertex AI

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

Your tool
Fireworks AI
vs
Competitor 1
Microsoft Azure
Competitor 2
RunPod
Competitor 3
Vertex AI
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Microsoft Azure
azure.microsoft.com
Make main 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
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
6.9Mvisits/mo
2.8Mvisits/mo
—
MoM change
▼ 21.1%
▲ 8.9%
▲ 14.2%
—
6-month growth
+62.9%
+3.8%
+19.0%
—
Global rank web
#55,462
—
#19,060
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Avg. last 3 months
743.7K
6.6M
2.5M
—
Bounce rate lower is better
43%
68%
32%
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Pages / visit
3.6
1.7
7.4
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Visit duration
2m 40s
1m 29s
8m 19s
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Traffic sources
● Direct 91% · ● Referral 6%
● Direct 65% · ● Referral 31%
● Direct 78% · ● Referral 21%
—
Fireworks AIMicrosoft AzureRunPodVertex AI
01.8M3.6M5.4M7.2MFireworks 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 · 713.6KMicrosoft 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 · 2.8M100K1M10MFireworks 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 · 713.6KMicrosoft 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 · 2.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
Free tier
Free tier
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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
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Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
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Capabilities input → output
Input
TextImagesCode
TextImagesDocumentsCodeAudio
CodeData
VideoTextImagesDocumentsCode
Output
TextCode
TextImagesCodeAudio
Apps
TextImagesCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
7
4
11
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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–
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Cloud computing
–
–
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Model training
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–
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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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LLM training
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–
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Large language models
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–
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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
–
–
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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.