Lambda vs OpenAI Codex vs Json-Render vs Medjed AI

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

Your tool
Lambda
vs
Competitor 1
OpenAI Codex
Competitor 2
Json-Render
Competitor 3
Medjed AI
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.
Remove
Competitor OpenAI Codex
openai.com
A dedicated coding agent that writes and runs code for you
Make main Remove
Competitor Json-Render
json-render.dev
AI-enabled UI component generator
Make main Remove
Competitor Medjed AI
medjed.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
204.3Mvisits/mo
11.1Kvisits/mo
—
MoM change
—
▲ 3.6%
▼ 31.1%
—
6-month growth
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+0.3%
-85.1%
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Global rank web
—
#212
#2,043,051
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Avg. last 3 months
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197.3M
16.5K
—
Bounce rate lower is better
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58%
48%
0%
Pages / visit
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3.0
2.0
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Visit duration
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2m 31s
42s
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Traffic sources
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● Direct 81% · ● Referral 17%
● Direct 86% · ● Referral 11%
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LambdaOpenAI CodexJson-RenderMedjed AI
066.6M133.2M199.7M266.3MOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MJson-Render · 68.8KJson-Render · 74.1KJson-Render · 36.8KJson-Render · 32.4KJson-Render · 22.4KJson-Render · 16.1KJson-Render · 11.1K10K100K1M10M100M1BOpenAI Codex · 266.3MOpenAI Codex · 225MOpenAI Codex · 210.1MOpenAI Codex · 191.2MOpenAI Codex · 203.7MOpenAI Codex · 195.7MOpenAI Codex · 203.1MOpenAI Codex · 190.4MOpenAI Codex · 197.2MOpenAI Codex · 204.3MJson-Render · 68.8KJson-Render · 74.1KJson-Render · 36.8KJson-Render · 32.4KJson-Render · 22.4KJson-Render · 16.1KJson-Render · 11.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Paid
Starting price
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$20per month · free tier available
$20per month · free tier available
$2.39per month
Free tier
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Free trial
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API access
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–
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Plans
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
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Hobby FreePro $20/moEnterprise Custom
H100 PCIe 80GB $2.39H100 NVL 94GB $2.79H100 SXM 80GB $2.69H200 141GB $3.79+1 more
Capabilities input → output
Input
CodeData
CodeText
Text
CodeData
Output
Apps
Code
AppsCode
Data
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeAI Code ReviewAI Coding Assistant
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
9
5
4
GPU infrastructure
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Developer tools
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Agents
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Cloud computing
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Coding
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UI components
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Cloud infrastructure
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Frontend development
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GitHub automation
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GitHub pull requests
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React components
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Code documentation
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Code reviews
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Debugging
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Development
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JSON handling
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Model training
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React
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Terminal
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 1
▲ 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.