Cerebrium vs ModelScope vs Cohere

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

Your tool
Cerebrium
vs
Competitor 1
ModelScope
Competitor 2
Cohere
Competitor 3
Suggested competitors for Cerebrium: Hugging Face Inference Endpoints95% Beam94% Novita AI93% Runware92% fal.ai92% Together AI91% Vast.ai91% SiliconFlow90%
Compare
3 tools · best value per row highlighted
Your tool Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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 Cohere
cohere.com
Enterprise AI for business language
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
773.1Kvisits/mo
MoM change
—
—
▼ 14.2%
6-month growth
—
—
+68.3%
Global rank web
—
—
#72,961
Avg. last 3 months
—
—
758K
Bounce rate lower is better
—
—
51%
Pages / visit
—
—
2.5
Visit duration
—
—
2m 21s
Traffic sources
—
—
● Direct 78% · ● Referral 20%
CerebriumModelScopeCohere
0225.3K450.6K676K901.3KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1K100K1MCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
—
Freemium
Starting price
$100per month · free tier available
—
Free tier
Free tier
–
Free trial
–
–
API access
–
–
Plans
Hobby FreeStandard $100/moEnterprise Custom
—
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Capabilities input → output
Input
Code
AudioImagesTextVideo
AudioDocumentsText
Output
Apps
AudioImagesTextVideo
DataText
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
6
9
LLM development
Models
–
APIs
–
Large language models
–
Developer tools
–
GPU infrastructure
–
–
Agents
–
–
Chatbots
–
–
Customer support chatbot
–
–
Development
–
–
LLM training
–
–
Models management
–
–
Productivity
–
–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
0
0
0
Verified listing
–
–
–

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.