Lambda vs AIGNE DocSmith vs RunPod vs Modal

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

Your tool
Lambda
vs
Competitor 1
AIGNE DocSmith
Competitor 2
RunPod
Competitor 3
Modal
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.
Remove
Competitor AIGNE DocSmith
docsmith.aigne.io
Twelve languages
Make main Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
794visits/mo
2.8Mvisits/mo
972.8Kvisits/mo
MoM change
—
▼ 20.6%
▲ 14.2%
▲ 5.7%
6-month growth
—
—
+19.0%
+13.6%
Global rank web
—
—
#19,060
#43,856
Avg. last 3 months
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979
2.5M
960K
Bounce rate lower is better
—
34%
32%
37%
Pages / visit
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3.5
7.4
6.6
Visit duration
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2m 06s
8m 19s
5m 31s
Traffic sources
—
—
● Direct 78% · ● Referral 21%
● Direct 94% · ● Referral 5%
LambdaAIGNE DocSmithRunPodModal
0701.3K1.4M2.1M2.8MAIGNE DocSmith · 425AIGNE DocSmith · 508AIGNE DocSmith · 1.1KAIGNE DocSmith · 1KAIGNE DocSmith · 794RunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1001K10K100K1M10MAIGNE DocSmith · 425AIGNE DocSmith · 508AIGNE DocSmith · 1.1KAIGNE DocSmith · 1KAIGNE DocSmith · 794RunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Free
Freemium
Freemium
Starting price
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Free
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$250per month · free tier available
Free tier
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Free trial
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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
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Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
Code
CodeData
Code
Output
Apps
Documents
Apps
Apps
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI Developer ToolsAI Documents Generator
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
8
4
6
GPU infrastructure
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Developer tools
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Development
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Code documentation
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Cloud infrastructure
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Document translation
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Inference
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Repo analysis
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Technical documentation
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Translations
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Writing documentation
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APIs
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Localization
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Model training
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Performance optimization
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Product documentation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.