Modal vs ModelScope vs SiliconFlow vs Fireworks AI

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

Your tool
Modal
vs
Competitor 1
ModelScope
Competitor 2
SiliconFlow
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Modal
modal.com
Run AI code without infrastructure
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Competitor ModelScope
modelscope.cn
ModelScope is an open-source model community and hosting hub founded in June 2022 by the Institute for Intelligent Computing together with the CCF Open Source Development Committee.
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Competitor SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
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Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
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Traffic estimated monthly website traffic
Monthly visits
972.8Kvisits/mo
—
427.8Kvisits/mo
713.6Kvisits/mo
MoM change
▲ 5.7%
—
▼ 35.5%
▼ 21.1%
6-month growth
+13.6%
—
+5.4%
+62.9%
Global rank web
#43,856
—
#65,186
#55,462
Avg. last 3 months
960K
—
540.4K
743.7K
Bounce rate lower is better
37%
—
40%
43%
Pages / visit
6.6
—
4.7
3.6
Visit duration
5m 31s
—
1m 43s
2m 40s
Traffic sources
● Direct 94% · ● Referral 5%
—
● Direct 85% · ● Referral 14%
● Direct 91% · ● Referral 6%
ModalModelScopeSiliconFlowFireworks AI
0291.9K583.7K875.6K1.2MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K100K1M10MModal · 492.6KModal · 603.8KModal · 774KModal · 803.7KModal · 856.4KModal · 1.2MModal · 987.8KModal · 986.7KModal · 920.5KModal · 972.8KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Freemium
Freemium
Starting price
$250per month · free tier available
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Free tier
Free tier
Free tier
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Free trial
–
–
–
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API access
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Plans
Starter FreeTeam $250/moEnterprise Custom
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Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
Code
VideoTextImagesAudio
TextImagesCode
TextImagesCode
Output
Apps
VideoTextImagesAudio
ImagesVideoTextCode
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIOpen Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
6
7
Developer tools
Inference
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APIs
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Models
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LLM development
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GPU infrastructure
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Development
–
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Fine-Tuning
–
–
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LLM training
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–
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Large language models
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–
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Models management
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–
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Performance optimization
–
–
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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
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0
0
Reviews
0
0
0
0
Prompts
0
0
0
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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.