Lambda vs Modal vs Fireworks AI vs Hyperbolic

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

Your tool
Lambda
vs
Competitor 1
Modal
Competitor 2
Fireworks AI
Competitor 3
Hyperbolic
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Modal
modal.com
Run AI code without infrastructure
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Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
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Competitor Hyperbolic
hyperbolic.ai
Hyperbolic is a GPU cloud that rents out high-performance compute for training, fine-tuning and serving AI models.
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Traffic estimated monthly website traffic
Monthly visits
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972.8Kvisits/mo
713.6Kvisits/mo
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MoM change
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▲ 5.7%
▼ 21.1%
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6-month growth
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+13.6%
+62.9%
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Global rank web
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#43,856
#55,462
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Avg. last 3 months
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960K
743.7K
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Bounce rate lower is better
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37%
43%
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Pages / visit
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6.6
3.6
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Visit duration
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5m 31s
2m 40s
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Traffic sources
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● Direct 94% · ● Referral 5%
● Direct 91% · ● Referral 6%
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LambdaModalFireworks AIHyperbolic
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KFireworks 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 · 713.6K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KFireworks 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
Paid
Freemium
Freemium
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Starting price
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$250per month · free tier available
Free tier
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Free tier
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Free trial
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–
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API access
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter FreeTeam $250/moEnterprise Custom
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
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Capabilities input → output
Input
CodeData
Code
CodeImagesText
CodeText
Output
Apps
Apps
CodeText
AppsText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
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
3
6
7
7
Developer tools
GPU infrastructure
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APIs
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Inference
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Fine-Tuning
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Development
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Model training
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Cloud infrastructure
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Models
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Cloud computing
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LLM development
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Performance optimization
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
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Saves
0
0
0
0
Reviews
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.