CoreWeave vs Lambda vs Cohere vs Modal

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

Your tool
CoreWeave
vs
Competitor 1
Lambda
Competitor 2
Cohere
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool CoreWeave
coreweave.com
CoreWeave is a cloud built specifically for AI workloads, offering GPU and CPU compute, storage, networking, managed services and bare metal servers on NVIDIA hardware.
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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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
—
—
773.1Kvisits/mo
972.8Kvisits/mo
MoM change
—
—
▼ 14.2%
▲ 5.7%
6-month growth
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+68.3%
+13.6%
Global rank web
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#72,961
#43,856
Avg. last 3 months
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758K
960K
Bounce rate lower is better
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51%
37%
Pages / visit
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2.5
6.6
Visit duration
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2m 21s
5m 31s
Traffic sources
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● Direct 78% · ● Referral 20%
● Direct 94% · ● Referral 5%
CoreWeaveLambdaCohereModal
0291.9K583.7K875.6K1.2MCohere · 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 · 972.8K100K1M10MCohere · 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
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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API access
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Plans
On-Demand GPU (e.g. HGX H100 8x) $49.24Spot GPU CustomCPU instances CustomStorage & networking Custom
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeData
AudioDocumentsText
Code
Output
Apps
Apps
DataText
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
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
3
9
6
GPU infrastructure
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APIs
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Developer tools
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Development
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Large language models
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Agents
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Chatbots
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Cloud computing
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Cloud infrastructure
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Customer support chatbot
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Inference
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LLM development
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Models
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Model training
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Performance optimization
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Productivity
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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.