Beam vs Replicate vs WaveSpeedAI vs Modal

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

Your tool
Beam
vs
Competitor 1
Replicate
Competitor 2
WaveSpeedAI
Competitor 3
Modal
Compare
4 tools · best value per row highlighted
Your tool Beam
beam.cloud
Beam is a cloud runtime for AI workloads that offers serverless GPUs, task queues and sandboxes through a Python, TypeScript and Go SDK.
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Competitor WaveSpeedAI
wavespeed.ai
WaveSpeedAI is a media generation platform that puts more than 1,000 image, video, audio, 3D and language models behind one API key.
Competitor Modal
modal.com
Run AI code without infrastructure
Traffic estimated monthly website traffic
Monthly visits
—
1Mvisits/mo
1.9Mvisits/mo
972.8Kvisits/mo
MoM change
—
▼ 3.1%
▼ 3.0%
▲ 5.7%
6-month growth
—
-30.2%
-8.5%
+13.6%
Global rank web
—
#39,584
#25,205
#43,856
Avg. last 3 months
—
1.1M
1.9M
960K
Bounce rate lower is better
—
35%
38%
37%
Pages / visit
—
5.6
5.3
6.6
Visit duration
—
5m 09s
5m 10s
5m 31s
Traffic sources
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● Direct 92% · ● Referral 6%
● Direct 89% · ● Referral 10%
● Direct 94% · ● Referral 5%
BeamReplicateWaveSpeedAIModal
0556.8K1.1M1.7M2.2MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K100K1M10MReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MWaveSpeedAI · 894.5KWaveSpeedAI · 1.4MWaveSpeedAI · 1.7MWaveSpeedAI · 1.8MWaveSpeedAI · 2MWaveSpeedAI · 2.2MWaveSpeedAI · 2.2MWaveSpeedAI · 2MWaveSpeedAI · 1.9MWaveSpeedAI · 1.9MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
$89per month · free tier available
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Free tier
$250per month · free tier available
Free tier
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Free trial
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–
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API access
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–
Plans
Developer FreeTeam $89/moGrowth Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
Free FreePay-as-you-go $0.00/usage-based
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
Code
ImagesText
TextVideoImages
Code
Output
Apps
VideoTextImagesAudio
VideoTextImagesAudio3D
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
9
4
6
APIs
Developer tools
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GPU infrastructure
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Image generation
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Inference
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Video generation
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Development
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Cloud infrastructure
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–
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API integrations
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–
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Cloud computing
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–
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Image to video
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–
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Models
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–
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LLM development
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–
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Performance optimization
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–
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Virtual computing
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–
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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.