Lambda vs Fireworks AI vs Augment Code

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

Your tool
Lambda
vs
Competitor 1
Fireworks AI
Competitor 2
Augment Code
Competitor 3
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.
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Traffic estimated monthly website traffic
Monthly visits
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713.6Kvisits/mo
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MoM change
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▼ 21.1%
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6-month growth
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+62.9%
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Global rank web
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#55,462
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Avg. last 3 months
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743.7K
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Bounce rate lower is better
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43%
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Pages / visit
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3.6
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Visit duration
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2m 40s
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Traffic sources
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● Direct 91% · ● Referral 6%
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LambdaFireworks AIAugment Code
0226K452K678K904KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K100K1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Paid
Starting price
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Free tier
$20per month
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
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Standard $20/moBusiness $100/moEnterprise Custom
Capabilities input → output
Input
CodeData
CodeImagesText
CodeText
Output
Apps
CodeText
Code
Skill level
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
7
6
Developer tools
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APIs
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Code reviews
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Coding
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Fine-Tuning
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GPU infrastructure
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Inference
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Agents
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Models
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Testing
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Code testing
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Cve monitoring
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Development
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LLM development
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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.