Lambda vs Replicate vs Defapi vs Muapi

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

Your tool
Lambda
vs
Competitor 1
Replicate
Competitor 2
DDefapi
Competitor 3
Muapi
Compare
4 tools · best value per row highlighted
Your tool Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Competitor Muapi
muapi.ai
MuAPI consolidates access to over 500 AI models for image, video, and audio generation through a single API endpoint, eliminating the need to manage separate integrations with dozens of providers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
2.4Kvisits/mo
318.3Kvisits/mo
MoM change
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▼ 3.1%
▼ 42.6%
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6-month growth
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-30.2%
-86.2%
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Global rank web
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#39,584
#4,650,820
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Avg. last 3 months
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1.1M
4.8K
318.3K
Bounce rate lower is better
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35%
36%
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Pages / visit
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5.6
1.4
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Visit duration
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5m 09s
7s
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Traffic sources
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● Direct 92% · ● Referral 6%
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—
LambdaReplicateDefapiMuapi
0415.2K830.4K1.2M1.7MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KMuapi · 318.3K1K10K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KMuapi · 318.3KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Paid
Paid
Starting price
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$10per 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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Suno - Create Music $0.09Qwen Image $0.03LTX-2 Video $0.30
Capabilities input → output
Input
DataCode
ImagesText
TextImagesAudio
TextImages
Output
Apps
VideoTextImagesAudio
ImagesTextAudio
VideoImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI API
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
2
9
4
6
APIs
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Developer tools
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API integrations
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Image generation
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Video generation
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GPU infrastructure
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API management
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Inference
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Models
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3D models
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API security
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Development
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LLM development
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Music creation
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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.