Lambda vs Modal vs SiliconFlow vs Beam

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
SiliconFlow
Competitor 3
Beam
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
Make main Remove
Competitor SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
Make main Remove
Competitor Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
972.8Kvisits/mo
427.8Kvisits/mo
—
MoM change
—
▲ 5.7%
▼ 35.5%
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6-month growth
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+13.6%
+5.4%
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Global rank web
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#43,856
#65,186
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Avg. last 3 months
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960K
540.4K
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Bounce rate lower is better
—
37%
40%
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Pages / visit
—
6.6
4.7
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Visit duration
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5m 31s
1m 43s
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Traffic sources
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● Direct 94% · ● Referral 5%
● Direct 85% · ● Referral 14%
—
LambdaModalSiliconFlowBeam
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
—
$250per month · free tier available
Free tier
$89per 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
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter FreeTeam $250/moEnterprise Custom
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Developer FreeTeam $89/moGrowth Custom
Capabilities input → output
Input
CodeData
Code
CodeImagesText
Code
Output
Apps
Apps
CodeImagesTextVideo
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
2
6
6
4
GPU infrastructure
Developer tools
Inference
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APIs
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Cloud infrastructure
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Models
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Development
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LLM development
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Performance optimization
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Virtual computing
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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.