Baseten vs Replicate vs ModelScope vs Fireworks AI

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

Your tool
Baseten
vs
Competitor 1
Replicate
Competitor 2
ModelScope
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Baseten
baseten.co
Models to production fast
Remove
Competitor Replicate
replicate.com
Run open-source AI without managing servers
Make main Remove
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.
Make main Remove
Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
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Traffic estimated monthly website traffic
Monthly visits
355.4Kvisits/mo
1Mvisits/mo
—
713.6Kvisits/mo
MoM change
▲ 21.3%
▼ 3.1%
—
▼ 21.1%
6-month growth
+73.3%
-30.2%
—
+62.9%
Global rank web
#113,597
#39,584
—
#55,462
Avg. last 3 months
304.6K
1.1M
—
743.7K
Bounce rate lower is better
39%
35%
—
43%
Pages / visit
4.1
5.6
—
3.6
Visit duration
1m 53s
5m 09s
—
2m 40s
Traffic sources
● Direct 89% · ● Referral 9%
● Direct 92% · ● Referral 6%
—
● Direct 91% · ● Referral 6%
BasetenReplicateModelScopeFireworks AI
0415.2K830.4K1.2M1.7MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MFireworks 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 · 713.6K100K1M10MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MFireworks 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
Freemium
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Freemium
Starting price
Free tier
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Free tier
Free tier
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Free trial
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–
–
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API access
–
–
Plans
Basic CustomPro CustomEnterprise Custom
Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
TextAudio
ImagesText
VideoTextImagesAudio
ImagesTextCode
Output
TextImagesAudio
VideoTextImagesAudio
VideoTextImagesAudio
TextCode
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 2 shared · core   partial
Tasks covered
6
9
6
7
Models
Developer tools
APIs
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Inference
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Development
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LLM development
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Fine-Tuning
–
–
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API integrations
–
–
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Web service deployment
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Image generation
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–
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LLM training
–
–
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Large language models
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–
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Models management
–
–
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Video generation
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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.