Replicate vs Unitlab Annotate vs Modal vs RunPod

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

Your tool
Replicate
vs
Competitor 1
Unitlab Annotate
Competitor 2
Modal
Competitor 3
RunPod
Compare
4 tools · best value per row highlighted
Your tool Replicate
replicate.com
Run open-source AI without managing servers
Remove
Competitor Unitlab Annotate
unitlab.ai
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
1Mvisits/mo
7.2Kvisits/mo
972.8Kvisits/mo
2.8Mvisits/mo
MoM change
▼ 3.1%
▲ 76.6%
▲ 5.7%
▲ 14.2%
6-month growth
-30.2%
+37.1%
+13.6%
+19.0%
Global rank web
#39,584
#2,769,635
#43,856
#19,060
Avg. last 3 months
1.1M
5.1K
960K
2.5M
Bounce rate lower is better
35%
62%
37%
32%
Pages / visit
5.6
1.1
6.6
7.4
Visit duration
5m 09s
1m 41s
5m 31s
8m 19s
Traffic sources
● Direct 92% · ● Referral 6%
—
● Direct 94% · ● Referral 5%
● Direct 78% · ● Referral 21%
ReplicateUnitlab AnnotateModalRunPod
0701.3K1.4M2.1M2.8MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KModal · 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 · 2.8M1K10K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MUnitlab Annotate · 6.4KUnitlab Annotate · 5.3KUnitlab Annotate · 4.3KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 4.1KUnitlab Annotate · 7.2KModal · 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 · 2.8MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
—
$89per month · free tier available
$250per month · free tier available
—
Free tier
–
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Free trial
–
–
–
–
API access
–
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Plans
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Free FreeActive $99/moPro $195/mo
Starter FreeTeam $250/moEnterprise Custom
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
Capabilities input → output
Input
ImagesText
VideoTextImagesDocumentsAudio
Code
CodeData
Output
VideoTextImagesAudio
Data
Apps
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
7
6
4
Developer tools
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Development
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GPU infrastructure
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APIs
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Inference
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Data labeling
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Image annotation
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API integrations
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Cloud infrastructure
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Image segmentation
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Models
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Object identification
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Data quality control
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Image generation
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LLM development
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OCR
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Performance optimization
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Video analysis
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Video generation
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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.