Lambda vs CometAPI vs Cohere vs Modal

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

Your tool
Lambda
vs
Competitor 1
CometAPI
Competitor 2
Cohere
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.
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Competitor CometAPI
cometapi.com
CometAPI functions as an aggregation layer that sits between your application and hundreds of AI model providers
Make main Remove
Competitor Cohere
cohere.com
Enterprise AI for business language
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
302.3Kvisits/mo
773.1Kvisits/mo
972.8Kvisits/mo
MoM change
—
▲ 9.9%
▼ 14.2%
▲ 5.7%
6-month growth
—
-16.5%
+68.3%
+13.6%
Global rank web
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#157,147
#72,961
#43,856
Avg. last 3 months
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295.7K
758K
960K
Bounce rate lower is better
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46%
51%
37%
Pages / visit
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2.9
2.5
6.6
Visit duration
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38s
2m 21s
5m 31s
Traffic sources
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● Direct 69% · ● Referral 30%
● Direct 78% · ● Referral 20%
● Direct 94% · ● Referral 5%
LambdaCometAPICohereModal
0291.9K583.7K875.6K1.2MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MCometAPI · 834.4KCometAPI · 619.7KCometAPI · 437.2KCometAPI · 362.2KCometAPI · 355.5KCometAPI · 362.7KCometAPI · 309.5KCometAPI · 275.2KCometAPI · 302.3KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
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$4per month · free tier available
Free tier
$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
Free Trial FreePay-as-you-go Custom/usage-basedEnterprise Custom/mo
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
ImagesText
AudioDocumentsText
Code
Output
Apps
ImagesTextVideo
DataText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI API
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
9
6
APIs
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Developer tools
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GPU infrastructure
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Development
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LLM gateway
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–
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Large language models
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–
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API integrations
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–
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Agents
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–
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Chatbots
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–
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Customer support chatbot
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–
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Inference
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–
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LLM development
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–
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Models
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–
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Image generation
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Model training
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Performance optimization
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Productivity
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Video generation
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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.