Modal vs RunPod vs Unitlab Annotate

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

Your tool
Modal
vs
Competitor 1
RunPod
Competitor 2
Unitlab Annotate
Competitor 3
Suggested competitors for Modal: Baseten86% Beam82% Replicate80% Cerebrium80% Anyscale78% Together AI76% Fireworks AI74% Medjed AI70%
Compare
3 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Competitor Unitlab Annotate
unitlab.ai
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
2.8Mvisits/mo
7.2Kvisits/mo
MoM change
▲ 5.7%
▲ 14.2%
▲ 76.6%
6-month growth
+13.6%
+19.0%
+37.1%
Global rank web
#43,856
#19,060
#2,769,635
Avg. last 3 months
960K
2.5M
5.1K
Bounce rate lower is better
37%
32%
62%
Pages / visit
6.6
7.4
1.1
Visit duration
5m 31s
8m 19s
1m 41s
Traffic sources
● Direct 94% · ● Referral 5%
● Direct 78% · ● Referral 21%
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ModalRunPodUnitlab Annotate
0701.3K1.4M2.1M2.8MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2K1K10K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Starting price
$250per month · free tier available
—
$89per month · free tier available
Free tier
–
Free trial
–
–
–
API access
–
Plans
Starter FreeTeam $250/moEnterprise Custom
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Free FreeActive $99/moPro $195/mo
Capabilities input → output
Input
Code
CodeData
AudioDocumentsImagesTextVideo
Output
Apps
Apps
Data
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
4
7
GPU infrastructure
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Developer tools
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Development
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Data labeling
–
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Image annotation
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–
Cloud infrastructure
–
–
Image segmentation
–
–
Inference
–
–
Object identification
–
–
APIs
–
–
Data quality control
–
–
OCR
–
–
Performance optimization
–
–
Video analysis
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.