Lambda vs Atomic Chat vs Modal

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

Your tool
Lambda
vs
Competitor 1
Atomic Chat
Competitor 2
Modal
Competitor 3
Suggested competitors for Lambda: Hyperbolic100% Vast.ai97% Beam94% Phala Cloud93% RunPod92% CoreWeave90% Medjed AI90% Anyscale88%
Compare
3 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 Atomic Chat
atomic.chat
No rate limits. No subscription. No cloud.
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
49.6Kvisits/mo
972.8Kvisits/mo
MoM change
—
▲ 4,135.2%
▲ 5.7%
6-month growth
—
—
+13.6%
Global rank web
—
#697,143
#43,856
Avg. last 3 months
—
16.9K
960K
Bounce rate lower is better
—
53%
37%
Pages / visit
—
1.8
6.6
Visit duration
—
25s
5m 31s
Traffic sources
—
● Direct 41% · ● Search 28%
● Direct 94% · ● Referral 5%
LambdaAtomic ChatModal
0291.9K583.7K875.6K1.2MAtomic Chat · 1.2KAtomic Chat · 49.6KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1K10K100K1M10MAtomic Chat · 1.2KAtomic Chat · 49.6KModal · 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
Starting price
—
—
$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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Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeDocumentsText
Code
Output
Apps
CodeText
Apps
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Chatbots & CompanionsDevelopment & CodeAI ChatbotOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
8
6
GPU infrastructure
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Developer tools
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APIs
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Chatbots
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–
Local AI
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Chatting
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Inference
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–
Large language models
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–
Agents
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–
Chatbot building
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–
Development
–
–
Llama 3 on mac
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–
Model training
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–
Performance optimization
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–
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.