Anthropic Claude API vs Lambda vs Vertex AI vs DeepSeek

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

Your tool
Anthropic Claude API
vs
Competitor 1
Lambda
Competitor 2
Vertex AI
Competitor 3
DeepSeek
Compare
4 tools · best value per row highlighted
Your tool Anthropic Claude API
anthropic.com
Build on Claude's capabilities
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Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Vertex AI
cloud.google.com
Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.
Make main Remove
Competitor DeepSeek
deepseek.com
DeepSeek is an AI lab and chat assistant.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
13.8Mvisits/mo
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353.8Mvisits/mo
MoM change
▼ 39.4%
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▲ 2.1%
6-month growth
-43.4%
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+0.9%
Global rank web
#3,345
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#131
Avg. last 3 months
25.7M
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357.9M
Bounce rate lower is better
67%
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38%
Pages / visit
1.8
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3.4
Visit duration
1m 35s
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5m 33s
Traffic sources
● Direct 81% · ● Referral 16%
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● Direct 95% · ● Referral 4%
Anthropic Claude APILambdaVertex AIDeepSeek
0107.6M215.2M322.8M430.4MAnthropic Claude API · 9.9MAnthropic Claude API · 9.4MAnthropic Claude API · 9.5MAnthropic Claude API · 16.1MAnthropic Claude API · 24.4MAnthropic Claude API · 25.9MAnthropic Claude API · 22.4MAnthropic Claude API · 40.5MAnthropic Claude API · 22.8MAnthropic Claude API · 13.8MDeepSeek · 345.7MDeepSeek · 328.9MDeepSeek · 298.3MDeepSeek · 273.2MDeepSeek · 350.8MDeepSeek · 411.2MDeepSeek · 430.4MDeepSeek · 373.5MDeepSeek · 346.4MDeepSeek · 353.8M1M10M100M1BAnthropic Claude API · 9.9MAnthropic Claude API · 9.4MAnthropic Claude API · 9.5MAnthropic Claude API · 16.1MAnthropic Claude API · 24.4MAnthropic Claude API · 25.9MAnthropic Claude API · 22.4MAnthropic Claude API · 40.5MAnthropic Claude API · 22.8MAnthropic Claude API · 13.8MDeepSeek · 345.7MDeepSeek · 328.9MDeepSeek · 298.3MDeepSeek · 273.2MDeepSeek · 350.8MDeepSeek · 411.2MDeepSeek · 430.4MDeepSeek · 373.5MDeepSeek · 346.4MDeepSeek · 353.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
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Freemium
Starting price
$17per month · free tier available
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Free tier
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Free trial
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API access
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Plans
Plan $17.0 $17/moPlan $20.0 $20/moPlan $25.0 $25/moPlan $100.0 $100/mo+2 more
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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deepseek-flash Customdeepseek-v4-pro Custom
Capabilities input → output
Input
CodeTextImagesDocuments
DataCode
CodeVideoTextImagesDocuments
TextImagesCode
Output
TextCode
Apps
TextImagesCode
TextCode
Skill level
Advanced
Advanced
Advanced
Beginner-friendly
Categories
Development & CodeAI APILarge Language Models (LLMs)
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI API+1 more
Chatbots & CompanionsDevelopment & CodeEducation & LearningWriting & Content+10 more
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
3
11
9
Large language models
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APIs
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Coding
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Developer tools
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Model training
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Agents
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Chatbots
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GPU infrastructure
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Agent creation
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Homework assistance
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Models management
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Research
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Summarizing
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Translations
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Writing
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Agent management
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Development
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Fine-Tuning
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LLM development
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LLM training
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Math
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Prompt management
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 3
▲ 0
▲ 0
▲ 3
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.