CerebrasCoder vs Visual Studio Code vs Claude Code vs Refraction

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

Your tool
CerebrasCoder
vs
Competitor 1
Visual Studio Code
Competitor 2
Claude Code
Competitor 3
Refraction
Compare
4 tools · best value per row highlighted
Your tool CerebrasCoder
cerebrascoder.com
CerebrasCoder runs GLM 4
Remove
Competitor Visual Studio Code
code.visualstudio.com
Visual Studio Code is a free, open source code editor that runs on Windows, macOS and Linux and now includes built-in AI agents.
Make main Remove
Competitor Claude Code
claude.com
Every plan tier hits usage limits
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
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—
● Direct 82% · ● Referral 15%
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CerebrasCoderVisual Studio CodeClaude CodeRefraction
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
Free
Freemium
Freemium
Starting price
$50per month · free tier available
Free
$17per month · free tier available
$8per month · free tier available
Free tier
Free trial
–
–
–
API access
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Plans
Free FreePro $50/moMax $200/mo
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Free FreePro $17/moMax 5x $100/moMax 20x Custom/mo+2 more
Hobby FreePro $8/moTeam $14/moEnterprise Custom
Capabilities input → output
Input
CodeText
CodeText
CodeText
Code
Output
Code
Code
Code
Code
Skill level
Advanced
Advanced
Intermediate
Intermediate
Categories
Development & CodeAI APIAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Coding AssistantAI Testing
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
6
6
9
7
Coding
Refactoring
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Agents
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Code reviews
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Debugging
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Developer tools
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Code documentation
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Code refactoring
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Coding in VS Code
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Terminal
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Unit tests
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Vs code
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Code analysis
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Code explanations
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Test creation
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Vibe coding
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Development
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Inference
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–
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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
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
2
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.