Beam vs Respan vs Anyscale vs Modal

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

Your tool
Beam
vs
Competitor 1
Respan
Competitor 2
Anyscale
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.
Remove
Competitor Respan
respan.ai
Building AI apps
Make main Remove
Competitor Anyscale
anyscale.com
Scale AI effortlessly
Make main Remove
Competitor Modal
modal.com
Run AI code without infrastructure
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
87.3Kvisits/mo
79.1Kvisits/mo
972.8Kvisits/mo
MoM change
—
▲ 28.5%
▼ 25.4%
▲ 5.7%
6-month growth
—
+881.1%
-21.0%
+13.6%
Global rank web
—
#497,399
#330,039
#43,856
Avg. last 3 months
—
74.8K
90.4K
960K
Bounce rate lower is better
—
41%
42%
37%
Pages / visit
—
2.5
3.3
6.6
Visit duration
—
19s
1m 53s
5m 31s
Traffic sources
—
● Direct 89% · ● Referral 11%
● Direct 81% · ● Referral 15%
● Direct 94% · ● Referral 5%
BeamRespanAnyscaleModal
0291.9K583.7K875.6K1.2MRespan · 641Respan · 8.9KRespan · 37.2KRespan · 57.9KRespan · 69.1KRespan · 67.9KRespan · 87.3KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8K1001K10K100K1M10MRespan · 641Respan · 8.9KRespan · 37.2KRespan · 57.9KRespan · 69.1KRespan · 67.9KRespan · 87.3KAnyscale · 98.7KAnyscale · 93.3KAnyscale · 86.3KAnyscale · 89.2KAnyscale · 100.1KAnyscale · 67.9KAnyscale · 72KAnyscale · 86KAnyscale · 106.1KAnyscale · 79.1KModal · 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
$199per month · free tier available
—
$250per month · free tier available
Free tier
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Free trial
–
–
–
API access
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Plans
Developer FreeTeam $89/moGrowth Custom
Free FreeTeam $199/yrEnterprise Custom
Free Trial FreePay-as-you-go Custom/moCommitted Custom/mo
Starter FreeTeam $250/moEnterprise Custom
Capabilities input → output
Input
Code
DataText
CodeData
Code
Output
Apps
DataText
Data
Apps
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeProductivity & OfficeAI APIAI Developer Tools+1 more
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
9
5
6
GPU infrastructure
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Developer tools
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APIs
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Cloud computing
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Development
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LLM development
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AI system monitoring
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–
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Cloud infrastructure
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–
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Model training
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–
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Inference
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–
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LLM testing
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–
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Monitoring
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–
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Prompt management
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–
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Application monitoring
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–
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Performance optimization
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–
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Red teaming guidance
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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.