Fireworks AI vs Lambda vs Augment Code vs Baseten

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

Your tool
Fireworks AI
vs
Competitor 1
Lambda
Competitor 2
Augment Code
Competitor 3
Baseten
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
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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 Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
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Competitor Baseten
baseten.co
Models to production fast
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Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
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355.4Kvisits/mo
MoM change
▼ 21.1%
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▲ 21.3%
6-month growth
+62.9%
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+73.3%
Global rank web
#55,462
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#113,597
Avg. last 3 months
743.7K
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304.6K
Bounce rate lower is better
43%
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39%
Pages / visit
3.6
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4.1
Visit duration
2m 40s
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1m 53s
Traffic sources
● Direct 91% · ● Referral 6%
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● Direct 89% · ● Referral 9%
Fireworks AILambdaAugment CodeBaseten
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 · 713.6KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4K100K1MFireworks 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 · 713.6KBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Paid
Freemium
Starting price
Free tier
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$20per month
Free tier
Free tier
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Free trial
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API access
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Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Standard $20/moBusiness $100/moEnterprise Custom
Basic CustomPro CustomEnterprise Custom
Capabilities input → output
Input
CodeImagesText
CodeData
CodeText
AudioText
Output
CodeText
Apps
Code
AudioImagesText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Code Review+2 more
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
6
6
Developer tools
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Inference
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APIs
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Models
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Development
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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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Agents
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Testing
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Web service deployment
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Agent creation
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Code testing
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LLM development
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Model training
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
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Saves
0
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0
Reviews
0
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0
Prompts
0
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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.