Gemma vs Seed by ByteDance vs Cohere vs ModelScope

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

Your tool
Gemma
vs
Competitor 1
Seed by ByteDance
Competitor 2
Cohere
Competitor 3
ModelScope
Compare
4 tools · best value per row highlighted
Your tool Gemma
deepmind.google
Gemma is Google DeepMind's family of open models that developers use to build AI applications running on phones, laptops and cloud servers.
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Competitor Seed by ByteDance
seed.bytedance.com
Seed1
Make main Remove
Competitor Cohere
cohere.com
Enterprise AI for business language
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
Traffic estimated monthly website traffic
Monthly visits
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698.5Kvisits/mo
773.1Kvisits/mo
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MoM change
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▲ 7.7%
▼ 14.2%
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6-month growth
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-78.0%
+68.3%
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Global rank web
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#72,961
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Avg. last 3 months
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742.3K
758K
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Bounce rate lower is better
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54%
51%
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Pages / visit
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2.2
2.5
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Visit duration
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1m 29s
2m 21s
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Traffic sources
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● Direct 74% · ● Referral 25%
● Direct 78% · ● Referral 20%
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GemmaSeed by ByteDanceCohereModelScope
0793.6K1.6M2.4M3.2MSeed by ByteDance · 606.3KSeed by ByteDance · 566.1KSeed by ByteDance · 3.2MSeed by ByteDance · 1.8MSeed by ByteDance · 1.3MSeed by ByteDance · 879.9KSeed by ByteDance · 648.6KSeed by ByteDance · 698.5KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1K100K1M10MSeed by ByteDance · 606.3KSeed by ByteDance · 566.1KSeed by ByteDance · 3.2MSeed by ByteDance · 1.8MSeed by ByteDance · 1.3MSeed by ByteDance · 879.9KSeed by ByteDance · 648.6KSeed by ByteDance · 698.5KCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KNov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
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Freemium
Freemium
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Starting price
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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
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Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
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Capabilities input → output
Input
TextImages
VideoTextImagesCode
AudioTextDocuments
AudioVideoTextImages
Output
Text
TextCode
TextData
VideoTextImagesAudio
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APILarge Language Models (LLMs)
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
7
9
6
Large language models
Models
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LLM development
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Developer tools
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LLM training
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APIs
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Agents
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Chatbots
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Coding
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Computer use
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Customer support chatbot
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Video analysis
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Visual analysis
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Development
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Medical image analysis
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Models management
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Multimodal search
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Productivity
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Translations
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Web scraping
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Community on aitoolstime
Rating
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Upvotes
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Saves
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Reviews
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Prompts
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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.