RunPod vs CodeViz vs Lambda vs Together AI

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

Your tool
RunPod
vs
Competitor 1
CodeViz
Competitor 2
Lambda
Competitor 3
Together AI
Compare
4 tools · best value per row highlighted
Your tool RunPod
runpod.io
Cheap GPUs on demand
Remove
Competitor CodeViz
codeviz.ai
The free tier caps you at five diagrams monthly and one repository
Make main Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor Together AI
together.ai
Open-source models without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
2.8Mvisits/mo
3.4Kvisits/mo
—
785.1Kvisits/mo
MoM change
▲ 14.2%
▼ 44.8%
—
▼ 6.4%
6-month growth
+19.0%
+35.5%
—
+1.9%
Global rank web
#19,060
#4,939,424
—
#60,843
Avg. last 3 months
2.5M
4.1K
—
794.7K
Bounce rate lower is better
32%
35%
—
42%
Pages / visit
7.4
1.8
—
3.2
Visit duration
8m 19s
16s
—
1m 57s
Traffic sources
● Direct 78% · ● Referral 21%
—
—
● Direct 77% · ● Referral 21%
RunPodCodeVizLambdaTogether AI
0701.3K1.4M2.1M2.8MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MCodeViz · 4.2KCodeViz · 6.4KCodeViz · 2.7KCodeViz · 2.5KCodeViz · 6.3KCodeViz · 3.3KCodeViz · 2.5KCodeViz · 6.2KCodeViz · 3.4KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1K1K10K100K1M10MRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MCodeViz · 4.2KCodeViz · 6.4KCodeViz · 2.7KCodeViz · 2.5KCodeViz · 6.3KCodeViz · 3.3KCodeViz · 2.5KCodeViz · 6.2KCodeViz · 3.4KTogether AI · 566.8KTogether AI · 552.7KTogether AI · 645.8KTogether AI · 637.7KTogether AI · 770.2KTogether AI · 792.8KTogether AI · 756.1KTogether AI · 760.5KTogether AI · 838.4KTogether AI · 785.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Paid
Paid
Starting price
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$19per month · free tier available
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$1.99per month
Free tier
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Free trial
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API access
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Plans
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Free FreePro $19/moTeams $50/moCustom $0
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Serverless Inference $0.30/usage-basedDedicated Inference GPU $3.99/usage-basedGPU Clusters $1.99/usage-basedFine-Tuning $0.34/usage-based
Capabilities input → output
Input
CodeData
CodeText
DataCode
AudioTextImagesCode
Output
Apps
Images
Apps
VideoTextImagesCodeAudio
Skill level
Advanced
Intermediate
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI Developer ToolsAI Diagram Generator
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
4
8
3
8
GPU infrastructure
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Developer tools
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Development
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APIs
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Architectural diagramming
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Code diagramming
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Code visualization
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Diagrams
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Inference
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Cloud infrastructure
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Code documentation
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Diagram assistance
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Fine-Tuning
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Models
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Code reviews
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LLM development
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Model training
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Onboarding tutorials
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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.