Lambda vs WaveSpeedAI vs Defapi vs Replicate

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

Your tool
Lambda
vs
Competitor 1
WaveSpeedAI
Competitor 2
DDefapi
Competitor 3
Replicate
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 WaveSpeedAI
wavespeed.ai
WaveSpeedAI is a media generation platform that puts more than 1,000 image, video, audio, 3D and language models behind one API key.
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Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
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Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
1.9Mvisits/mo
2.4Kvisits/mo
1Mvisits/mo
MoM change
—
▼ 3.0%
▼ 42.6%
▼ 3.1%
6-month growth
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-8.5%
-86.2%
-30.2%
Global rank web
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#25,205
#4,650,820
#39,584
Avg. last 3 months
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1.9M
4.8K
1.1M
Bounce rate lower is better
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38%
36%
35%
Pages / visit
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5.3
1.4
5.6
Visit duration
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5m 10s
7s
5m 09s
Traffic sources
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● Direct 89% · ● Referral 10%
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● Direct 92% · ● Referral 6%
LambdaWaveSpeedAIDefapiReplicate
0556.8K1.1M1.7M2.2MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1M1K10K100K1M10MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Paid
Freemium
Starting price
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Free tier
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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
Free FreePay-as-you-go $0.00/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
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Capabilities input → output
Input
DataCode
VideoTextImages
TextImagesAudio
ImagesText
Output
Apps
ImagesVideoTextAudio3D
TextImagesAudio
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeImage GenerationVideo CreationAI API+3 more
Development & CodeAI API
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
4
4
9
APIs
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API integrations
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Image generation
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Video generation
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Developer tools
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GPU infrastructure
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API management
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Image to video
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Inference
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Models
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API security
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Development
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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
▲ 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.