CerebrasCoder vs Qoder vs GitHub Copilot vs Refraction

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

Your tool
CerebrasCoder
vs
Competitor 1
Qoder
Competitor 2
GitHub Copilot
Competitor 3
Refraction
Compare
4 tools · best value per row highlighted
Your tool CerebrasCoder
cerebrascoder.com
CerebrasCoder runs GLM 4
Remove
Competitor Qoder
qoder.com
Over a million developers already use Qoder
Make main Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Refraction
refraction.dev
Token limits still bite
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
3Mvisits/mo
637.9Mvisits/mo
5.5Kvisits/mo
MoM change
▼ 71.7%
▼ 6.6%
▲ 3.7%
▼ 6.0%
6-month growth
—
+22.5%
+19.3%
-47.7%
Global rank web
—
#15,878
#49
#3,307,775
Avg. last 3 months
81
3.1M
629.7M
5.1K
Bounce rate lower is better
0%
32%
36%
42%
Pages / visit
—
5.0
5.9
1.8
Visit duration
—
4m 15s
6m 26s
12s
Traffic sources
—
● Direct 85% · ● Referral 15%
● Direct 83% · ● Referral 15%
—
CerebrasCoderQoderGitHub CopilotRefraction
0159.5M318.9M478.4M637.9MCerebrasCoder · 404CerebrasCoder · 453CerebrasCoder · 191CerebrasCoder · 54Qoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MRefraction · 7.5KRefraction · 6.3KRefraction · 6.6KRefraction · 6.6KRefraction · 10.5KRefraction · 3.7KRefraction · 2.8KRefraction · 3.8KRefraction · 5.9KRefraction · 5.5K101001K10K100K1M10M100M1BCerebrasCoder · 404CerebrasCoder · 453CerebrasCoder · 191CerebrasCoder · 54Qoder · 1.1MQoder · 1.3MQoder · 1.4MQoder · 1.2MQoder · 2.4MQoder · 2.2MQoder · 2.7MQoder · 3.1MQoder · 3.2MQoder · 3MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MRefraction · 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
Freemium
Freemium
Starting price
$50per month · free tier available
$20per month · free tier available
$4per month · free tier available
$8per month · free tier available
Free tier
Free trial
–
API access
–
–
–
Plans
Free FreePro $50/moMax $200/mo
Free FreePro $20/moPro+ $60/moUltra $200/mo
Free FreeTeam $4/moEnterprise $21/mo
Hobby FreePro $8/moTeam $14/moEnterprise Custom
Capabilities input → output
Input
CodeText
CodeImagesText
CodeText
Code
Output
Code
Code
Code
Code
Skill level
Advanced
Intermediate
Intermediate
Intermediate
Categories
Development & CodeAI APIAI Coding Assistant
Development & CodeProductivity & OfficeAI AgentAI 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
4
9
7
Coding
Refactoring
–
–
Agents
–
–
Code documentation
–
–
Code reviews
–
–
Code autocompletion
–
–
–
Code refactoring
–
–
–
Unit tests
–
–
–
Coding in VS Code
–
–
–
Test creation
–
–
–
Vibe coding
–
–
–
Vs code
–
–
–
Agent management
–
–
–
Debugging
–
–
–
Developer tools
–
–
–
Development
–
–
–
Inference
–
–
–
Large language models
–
–
–
Terminal
–
–
–
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
–
–
–
–

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.