CerebrasCoder vs Claude Code 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
Claude Code
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 Claude Code
claude.com
Every plan tier hits usage limits
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
—
123.5Mvisits/mo
—
5.5Kvisits/mo
MoM change
▼ 71.7%
▼ 6.8%
—
▼ 6.0%
6-month growth
—
+106.6%
—
-47.7%
Global rank web
—
#434
—
#3,307,775
Avg. last 3 months
81
125.2M
—
5.1K
Bounce rate lower is better
0%
64%
—
42%
Pages / visit
—
2.2
—
1.8
Visit duration
—
2m 36s
—
12s
Traffic sources
—
● Direct 82% · ● Referral 15%
—
—
CerebrasCoderClaude CodeGemini CLIRefraction
035M69.9M104.9M139.9MCerebrasCoder · 404CerebrasCoder · 453CerebrasCoder · 191CerebrasCoder · 54Claude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MRefraction · 7.5KRefraction · 6.3KRefraction · 6.6KRefraction · 6.6KRefraction · 10.5KRefraction · 3.7KRefraction · 2.8KRefraction · 3.8KRefraction · 5.9KRefraction · 5.5K101001K10K100K1M10M100M1BCerebrasCoder · 404CerebrasCoder · 453CerebrasCoder · 191CerebrasCoder · 54Claude Code · 19.2MClaude Code · 19.5MClaude Code · 35.8MClaude Code · 59.8MClaude Code · 139.9MClaude Code · 133.1MClaude Code · 119.5MClaude Code · 132.6MClaude Code · 123.5MRefraction · 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
Freemium
Free
Freemium
Starting price
$50per month · free tier available
$17per month · free tier available
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
Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
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 Code Review+1 more
Development & CodeAI Coding Assistant
Development & CodeAI Coding AssistantAI Testing
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
9
6
7
Coding
Refactoring
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Agents
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–
Code analysis
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Code reviews
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Debugging
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Developer tools
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Development
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Code documentation
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Code refactoring
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Terminal
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Unit tests
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Code explanations
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–
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Test creation
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Vibe coding
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Inference
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–
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Large language models
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–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
2
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.