CerebrasCoder vs GitHub Copilot CLI vs Gemini CLI vs Refraction

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

Your tool
CerebrasCoder
vs
Competitor 1
GitHub Copilot CLI
Competitor 2
Gemini CLI
Competitor 3
Refraction
Compare
4 tools · best value per row highlighted
Your tool CerebrasCoder
cerebrascoder.com
CerebrasCoder runs GLM 4
Remove
Competitor GitHub Copilot CLI
github.com
It reads, writes and runs code, works directly with your issues and pull requests, and carries a task from planning to merged code.
Make main Remove
Competitor Gemini CLI
github.com
It can query and edit large codebases, generate new apps from PDFs, images, or sketches using multimodal input, and debug problems when you describe them in plain language.
Make main Remove
Competitor Refraction
refraction.dev
Token limits still bite
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
—
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5.5Kvisits/mo
MoM change
▼ 71.7%
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—
▼ 6.0%
6-month growth
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-47.7%
Global rank web
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#3,307,775
Avg. last 3 months
81
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5.1K
Bounce rate lower is better
0%
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42%
Pages / visit
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1.8
Visit duration
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12s
Traffic sources
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CerebrasCoderGitHub Copilot CLIGemini CLIRefraction
02.6K5.3K7.9K10.5KCerebrasCoder · 404CerebrasCoder · 453CerebrasCoder · 191CerebrasCoder · 54Refraction · 7.5KRefraction · 6.3KRefraction · 6.6KRefraction · 6.6KRefraction · 10.5KRefraction · 3.7KRefraction · 2.8KRefraction · 3.8KRefraction · 5.9KRefraction · 5.5K101001K10K100KCerebrasCoder · 404CerebrasCoder · 453CerebrasCoder · 191CerebrasCoder · 54Refraction · 7.5KRefraction · 6.3KRefraction · 6.6KRefraction · 6.6KRefraction · 10.5KRefraction · 3.7KRefraction · 2.8KRefraction · 3.8KRefraction · 5.9KRefraction · 5.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Free
Free
Freemium
Starting price
$50per month · free tier available
Free
Free
$8per month · free tier available
Free tier
Free trial
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API access
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Plans
Free FreePro $50/moMax $200/mo
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Free (personal Google account) Free
Hobby FreePro $8/moTeam $14/moEnterprise Custom
Capabilities input → output
Input
CodeText
CodeText
CodeDocumentsImagesText
Code
Output
Code
Code
Code
Code
Skill level
Advanced
Intermediate
Advanced
Intermediate
Categories
Development & CodeAI APIAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeAI Coding AssistantAI Testing
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
5
6
7
Coding
Developer tools
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Refactoring
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Agents
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Code documentation
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Code refactoring
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Unit tests
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GitHub pull requests
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Test creation
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Vibe coding
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Code analysis
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Code reviews
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Debugging
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Development
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GitHub management
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Inference
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Large language models
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
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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.