Pinecone vs WaveSpeedAI vs Lambda vs Chroma

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

Your tool
Pinecone
vs
Competitor 1
WaveSpeedAI
Competitor 2
Lambda
Competitor 3
Chroma
Compare
4 tools · best value per row highlighted
Your tool Pinecone
pinecone.io
Vector database for AI applications
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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 Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
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Competitor Chroma
trychroma.com
Chroma is open-source search infrastructure for AI, released under Apache 2.0.
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Traffic estimated monthly website traffic
Monthly visits
434.9Kvisits/mo
1.9Mvisits/mo
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MoM change
▼ 13.7%
▼ 3.0%
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6-month growth
-32.9%
-8.5%
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Global rank web
#85,031
#25,205
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Avg. last 3 months
506.2K
1.9M
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Bounce rate lower is better
41%
38%
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Pages / visit
4.2
5.3
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Visit duration
2m 31s
5m 10s
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Traffic sources
● Direct 77% · ● Referral 20%
● Direct 89% · ● Referral 10%
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PineconeWaveSpeedAILambdaChroma
0556.8K1.1M1.7M2.2MPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9M100K1M10MPinecone · 602KPinecone · 565.4KPinecone · 627.7KPinecone · 536.6KPinecone · 648KPinecone · 602.3KPinecone · 648KPinecone · 579.9KPinecone · 503.7KPinecone · 434.9KWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Freemium
Starting price
$20per month · free tier available
Free tier
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$250per month · free tier available
Free tier
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Free trial
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API access
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Plans
Starter FreeBuilder $20/moStandard $50/moEnterprise $500/mo
Free FreePay-as-you-go $0.00/usage-based
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
TextData
VideoTextImages
DataCode
TextData
Output
Data
AudioImagesTextVideo3D
Apps
Data
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeImage GenerationVideo CreationAI API+3 more
Development & CodeAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
4
3
6
Developer tools
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Vector databases
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APIs
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Databases
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GPU infrastructure
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Image generation
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Vector indexes
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Video generation
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Image to video
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RAG
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Self hosted
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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
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Saves
0
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Reviews
0
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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.