RunPod vs Lambda vs Fireworks AI vs Modal

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

Your tool
RunPod
vs
Competitor 1
Lambda
Competitor 2
Fireworks AI
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool RunPod
runpod.io
Cheap GPUs on demand
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
2.8Mvisits/mo
—
713.6Kvisits/mo
972.8Kvisits/mo
MoM change
▲ 14.2%
—
▼ 21.1%
▲ 5.7%
6-month growth
+19.0%
—
+62.9%
+13.6%
Global rank web
#19,060
—
#55,462
#43,856
Avg. last 3 months
2.5M
—
743.7K
960K
Bounce rate lower is better
32%
—
43%
37%
Pages / visit
7.4
—
3.6
6.6
Visit duration
8m 19s
—
2m 40s
5m 31s
Traffic sources
● Direct 78% · ● Referral 21%
—
● Direct 91% · ● Referral 6%
● Direct 94% · ● Referral 5%
RunPodLambdaFireworks AIModal
0701.3K1.4M2.1M2.8MRunPod · 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 · 713.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MRunPod · 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 · 713.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Freemium
Starting price
—
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Free tier
$250per month · free tier available
Free tier
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Free trial
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–
–
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API access
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Plans
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeData
CodeImagesText
Code
Output
Apps
Apps
CodeText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
1
7
6
GPU infrastructure
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Developer tools
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Development
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Inference
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APIs
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Fine-Tuning
–
–
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Cloud infrastructure
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Models
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–
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LLM development
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–
–
Performance optimization
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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.