Lambda vs Jules vs Fine vs Modal

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

Your tool
Lambda
vs
Competitor 1
Jules
Competitor 2
Fine
Competitor 3
Modal
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 Jules
jules.google
An AI coding assistant that works while you sleep sounds like science fiction, but Jules runs continuously in the cloud doing exactly that
Make main Remove
Competitor Fine
fine.dev
Issues become pull requests
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
280.8Kvisits/mo
—
972.8Kvisits/mo
MoM change
—
▼ 27.6%
▼ 40.6%
▲ 5.7%
6-month growth
—
-46.5%
-98.3%
+13.6%
Global rank web
—
#198,101
—
#43,856
Avg. last 3 months
—
435.9K
269
960K
Bounce rate lower is better
—
49%
0%
37%
Pages / visit
—
1.6
—
6.6
Visit duration
—
42s
—
5m 31s
Traffic sources
—
● Direct 71% · ● Referral 28%
—
● Direct 94% · ● Referral 5%
LambdaJulesFineModal
0291.9K583.7K875.6K1.2MJules · 804.2KJules · 742.5KJules · 525.1KJules · 315.3KJules · 476.6KJules · 638.7KJules · 388.1KJules · 280.8KFine · 17.3KFine · 17.7KFine · 19.5KFine · 11.9KFine · 1.7KFine · 507Fine · 301Modal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1001K10K100K1M10MJules · 804.2KJules · 742.5KJules · 525.1KJules · 315.3KJules · 476.6KJules · 638.7KJules · 388.1KJules · 280.8KFine · 17.3KFine · 17.7KFine · 19.5KFine · 11.9KFine · 1.7KFine · 507Fine · 301Modal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
—
—
Free tier
$250per month · free tier available
Free tier
–
–
Free trial
–
–
–
API access
–
–
Plans
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
CodeData
CodeText
CodeText
Code
Output
Apps
Code
Code
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI Developer Tools
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
6
7
6
Development
–
GPU infrastructure
–
–
Agents
–
–
Coding
–
–
Developer tools
–
–
Code reviews
–
–
–
GitHub automation
–
–
–
GitHub pull requests
–
–
–
Inference
–
–
–
Testing
–
–
–
APIs
–
–
–
GitHub management
–
–
–
Model training
–
–
–
Modernization
–
–
–
Performance optimization
–
–
–
UI testing
–
–
–
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
–
–
–
–

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.