Fireworks AI vs Lambda vs Augment Code vs Replicate

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
Replicate
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.
Make main Remove
Competitor Augment Code
augmentcode.com
Augment Code is an agentic software development company whose Cosmos platform runs software agents across the development lifecycle.
Make main Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
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1Mvisits/mo
MoM change
▼ 21.1%
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▼ 3.1%
6-month growth
+62.9%
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-30.2%
Global rank web
#55,462
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#39,584
Avg. last 3 months
743.7K
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1.1M
Bounce rate lower is better
43%
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35%
Pages / visit
3.6
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5.6
Visit duration
2m 40s
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5m 09s
Traffic sources
● Direct 91% · ● Referral 6%
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● Direct 92% · ● Referral 6%
Fireworks AILambdaAugment CodeReplicate
0415.2K830.4K1.2M1.7MFireworks 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 · 713.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M100K1M10MFireworks 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 · 713.6KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Paid
Freemium
Starting price
Free tier
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$20per month
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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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
CodeImagesText
DataCode
TextCode
ImagesText
Output
CodeText
Apps
Code
VideoTextImagesAudio
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 ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
6
9
Developer tools
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APIs
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Inference
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Models
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Development
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LLM 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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API integrations
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Agents
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Testing
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Agent creation
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Code testing
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Image generation
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Model training
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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
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Saves
0
0
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0
Reviews
0
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.