Groq vs GitHub Copilot vs Qodo (Formerly Codium) vs Nebius Token Factory

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

Your tool
Groq
vs
Competitor 1
GitHub Copilot
Competitor 2
Qodo (Formerly Codium)
Competitor 3
Nebius Token Factory
Compare
4 tools · best value per row highlighted
Your tool Groq
groq.com
AI inference at unprecedented speed
Remove
Competitor GitHub Copilot
github.com
Your AI pair programmer that actually knows the codebase
Make main Remove
Competitor Qodo (Formerly Codium)
qodo.ai
Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase
Make main Remove
Competitor Nebius Token Factory
nebius.com
Enterprise teams running open-source AI models in production get infrastructure that handles the heavy lifting without MLOps expertise
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
4.2Mvisits/mo
637.9Mvisits/mo
276.5Kvisits/mo
963.1Kvisits/mo
MoM change
▼ 12.2%
▲ 3.7%
▲ 9.3%
▲ 20.8%
6-month growth
+19.4%
+19.3%
-29.0%
+60.3%
Global rank web
#9,344
#49
#170,528
#61,989
Avg. last 3 months
4.1M
629.7M
268.7K
793.3K
Bounce rate lower is better
32%
36%
41%
44%
Pages / visit
6.1
5.9
2.4
3.5
Visit duration
3m 48s
6m 26s
49s
2m 23s
Traffic sources
● Direct 78% · ● Referral 20%
● Direct 83% · ● Referral 15%
● Direct 85% · ● Referral 11%
● Direct 70% · ● Referral 26%
GroqGitHub CopilotQodo (Formerly Codium)Nebius Token Factory
0159.5M318.9M478.4M637.9MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KNebius Token Factory · 549.1KNebius Token Factory · 562.2KNebius Token Factory · 563.4KNebius Token Factory · 600.7KNebius Token Factory · 590.2KNebius Token Factory · 677.5KNebius Token Factory · 619.3KNebius Token Factory · 797.4KNebius Token Factory · 963.1K100K1M10M100M1BGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MGitHub Copilot · 484.3MGitHub Copilot · 504MGitHub Copilot · 542.6MGitHub Copilot · 534.8MGitHub Copilot · 634.3MGitHub Copilot · 631MGitHub Copilot · 636.1MGitHub Copilot · 615.2MGitHub Copilot · 637.9MQodo (Formerly Codium) · 615.8KQodo (Formerly Codium) · 609.3KQodo (Formerly Codium) · 596.7KQodo (Formerly Codium) · 389.5KQodo (Formerly Codium) · 422.6KQodo (Formerly Codium) · 409.8KQodo (Formerly Codium) · 276.6KQodo (Formerly Codium) · 253KQodo (Formerly Codium) · 276.5KNebius Token Factory · 549.1KNebius Token Factory · 562.2KNebius Token Factory · 563.4KNebius Token Factory · 600.7KNebius Token Factory · 590.2KNebius Token Factory · 677.5KNebius Token Factory · 619.3KNebius Token Factory · 797.4KNebius Token Factory · 963.1KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Paid
Freemium
Freemium
Freemium
Starting price
—
$4per month · free tier available
$30per month
Free tier
Free tier
–
–
Free trial
–
API access
–
–
–
–
Plans
—
Free FreeTeam $4/moEnterprise $21/mo
Free Trial CustomPro Team $30/moEnterprise Custom
Preemptible GPU Instances CustomOn-Demand GPU Instances CustomCPU-Only Instances $0.05
Capabilities input → output
Input
AudioText
CodeText
Code
CodeText
Output
AudioText
Code
CodeText
CodeText
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI API
Development & CodeProductivity & OfficeAI AgentAI Code Review+1 more
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
3
9
10
6
APIs
–
–
Code reviews
–
–
Coding
–
–
Code autocompletion
–
–
–
Inference
–
–
–
Testing
–
–
–
Agents
–
–
–
Code quality
–
–
–
Code testing
–
–
–
Coding in VS Code
–
–
–
GPU infrastructure
–
–
–
GitHub pull requests
–
–
–
Large language models
–
–
–
Test cases
–
–
–
Test creation
–
–
–
Unit tests
–
–
–
Vs code
–
–
–
Agent management
–
–
–
Code analysis
–
–
–
Debugging
–
–
–
Developer tools
–
–
–
Development
–
–
–
LLM development
–
–
–
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
2
0
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.