Gemma vs Seed by ByteDance vs Hugging Face vs Cohere

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
Hugging Face
Competitor 3
Cohere
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 Hugging Face
huggingface.co
The GitHub for machine learning
Make main Remove
Competitor Cohere
cohere.com
Enterprise AI for business language
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
698.5Kvisits/mo
31.2Mvisits/mo
773.1Kvisits/mo
MoM change
—
▲ 7.7%
▲ 10.7%
▼ 14.2%
6-month growth
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-78.0%
+18.4%
+68.3%
Global rank web
—
—
#1,410
#72,961
Avg. last 3 months
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742.3K
28.8M
758K
Bounce rate lower is better
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54%
42%
51%
Pages / visit
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2.2
6.3
2.5
Visit duration
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1m 29s
5m 01s
2m 21s
Traffic sources
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● Direct 74% · ● Referral 25%
● Direct 81% · ● Referral 18%
● Direct 78% · ● Referral 20%
GemmaSeed by ByteDanceHugging FaceCohere
07.8M15.6M23.4M31.2MSeed 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 · 698.5KHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1K100K1M10M100MSeed 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 · 698.5KHugging Face · 21.9MHugging Face · 24MHugging Face · 24.9MHugging Face · 23.3MHugging Face · 26.4MHugging Face · 30.3MHugging Face · 27.4MHugging Face · 27.1MHugging Face · 28.2MHugging Face · 31.2MCohere · 579.9KCohere · 616.7KCohere · 446KCohere · 459.3KCohere · 505.7KCohere · 536.7KCohere · 599.7KCohere · 901.3KCohere · 773.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
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Freemium
Freemium
Freemium
Starting price
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$9per month · free tier available
Free tier
Free tier
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Free trial
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API access
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Plans
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Free FreePro $9/moTeam $20/moStorage $8/mo+1 more
Trial FreeProduction Custom/usage-basedModel Vault Custom/mo
Capabilities input → output
Input
TextImages
VideoTextImagesCode
AudioVideoTextImages
TextDocumentsAudio
Output
Text
TextCode
VideoTextImagesAudio3D
TextData
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeLarge Language Models (LLMs)Open Source AI Models
Development & CodeAI APILarge Language Models (LLMs)
Development & CodeAI APIAI Developer ToolsLarge Language Models (LLMs)+1 more
Chatbots & CompanionsDevelopment & CodeProductivity & OfficeAI Agent+4 more
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
7
7
6
9
Large language models
Models
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APIs
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LLM development
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Developer tools
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Development
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LLM training
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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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Medical image analysis
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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
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 2
▲ 0
Saves
0
0
1
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.