Cohere vs ModelScope vs Replicate vs OpenAI API

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

Your tool
Cohere
vs
Competitor 1
ModelScope
Competitor 2
Replicate
Competitor 3
OpenAI API
Compare
4 tools · best value per row highlighted
Your tool Cohere
cohere.com
Enterprise AI for business language
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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 Replicate
replicate.com
Run open-source AI without managing servers
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Competitor OpenAI API
platform.openai.com
The API powering the AI ecosystem
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Traffic estimated monthly website traffic
Monthly visits
773.1Kvisits/mo
—
1Mvisits/mo
15.2Mvisits/mo
MoM change
▼ 14.2%
—
▼ 3.1%
▲ 4.6%
6-month growth
+68.3%
—
-30.2%
-2.4%
Global rank web
#72,961
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#39,584
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Avg. last 3 months
758K
—
1.1M
15.2M
Bounce rate lower is better
51%
—
35%
34%
Pages / visit
2.5
—
5.6
5.4
Visit duration
2m 21s
—
5m 09s
3m 56s
Traffic sources
● Direct 78% · ● Referral 20%
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● Direct 92% · ● Referral 6%
● Direct 82% · ● Referral 15%
CohereModelScopeReplicateOpenAI API
04.7M9.4M14.1M18.7MCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MOpenAI API · 18.7MOpenAI API · 16.7MOpenAI API · 16.5MOpenAI API · 15.6MOpenAI API · 15.9MOpenAI API · 15.1MOpenAI API · 15.7MOpenAI API · 14.6MOpenAI API · 15.2M100K1M10M100MCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KReplicate · 1.6MReplicate · 1.7MReplicate · 1.5MReplicate · 1.3MReplicate · 1.5MReplicate · 1.3MReplicate · 1.3MReplicate · 1.2MReplicate · 1.1MReplicate · 1MOpenAI API · 18.7MOpenAI API · 16.7MOpenAI API · 16.5MOpenAI API · 15.6MOpenAI API · 15.9MOpenAI API · 15.1MOpenAI API · 15.7MOpenAI API · 14.6MOpenAI API · 15.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
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Freemium
Paid
Starting price
Free tier
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Free tier
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Free trial
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API access
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Plans
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
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Public Models Custom/usage-basedPrivate Models Custom/usage-based
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Capabilities input → output
Input
TextDocumentsAudio
AudioImagesTextVideo
TextImages
AudioDocumentsImagesText
Output
TextData
VideoAudioImagesText
VideoTextImagesAudio
VideoTextAudioCodeImages
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APIAI Developer ToolsOpen Source AI Models
Development & CodeAI APILarge Language Models (LLMs)
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
9
6
9
6
LLM development
APIs
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Models
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Large language models
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Developer tools
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API integrations
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Development
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Agents
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Chatbots
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Customer support chatbot
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Inference
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–
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Chatbot building
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Image generation
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LLM training
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Models management
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Productivity
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Video generation
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 1
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.