Modal vs SiliconFlow vs Lambda

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

Your tool
Modal
vs
Competitor 1
SiliconFlow
Competitor 2
Lambda
Competitor 3
Compare
3 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Competitor SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
427.8Kvisits/mo
—
MoM change
▲ 5.7%
▼ 35.5%
—
6-month growth
+13.6%
+5.4%
—
Global rank web
#43,856
#65,186
—
Avg. last 3 months
960K
540.4K
—
Bounce rate lower is better
37%
40%
—
Pages / visit
6.6
4.7
—
Visit duration
5m 31s
1m 43s
—
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 85% · ● Referral 14%
—
ModalSiliconFlowLambda
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
Freemium
Freemium
Paid
Starting price
$250per month · free tier available
Free tier
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Free tier
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Free trial
–
–
–
API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Capabilities input → output
Input
Code
CodeImagesText
CodeData
Output
Apps
CodeImagesTextVideo
Apps
Skill level
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
6
2
GPU infrastructure
Developer tools
Inference
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APIs
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Models
–
–
Development
–
–
LLM development
–
–
Performance optimization
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.