Baseten vs CodeRabbit vs Qodo (Formerly Codium) vs Cerebrium

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

Your tool
Baseten
vs
Competitor 1
CodeRabbit
Competitor 2
Qodo (Formerly Codium)
Competitor 3
Cerebrium
Compare
4 tools · best value per row highlighted
Your tool Baseten
baseten.co
Models to production fast
Remove
Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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 Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
355.4Kvisits/mo
1Mvisits/mo
276.5Kvisits/mo
—
MoM change
▲ 21.3%
▼ 22.7%
▲ 9.3%
—
6-month growth
+73.3%
+50.4%
-29.0%
—
Global rank web
#113,597
#38,145
#170,528
—
Avg. last 3 months
304.6K
1.2M
268.7K
—
Bounce rate lower is better
39%
49%
41%
—
Pages / visit
4.1
3.5
2.4
—
Visit duration
1m 53s
1m 55s
49s
—
Traffic sources
● Direct 89% · ● Referral 9%
● Direct 73% · ● Referral 24%
● Direct 85% · ● Referral 11%
—
BasetenCodeRabbitQodo (Formerly Codium)Cerebrium
0331.5K663K994.5K1.3MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MQodo (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) · 276.5K100K1M10MBaseten · 141.4KBaseten · 136.4KBaseten · 197.3KBaseten · 205KBaseten · 246.2KBaseten · 247.6KBaseten · 265.6KBaseten · 292.9KBaseten · 355.4KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MQodo (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) · 276.5KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$24per month
$30per month
$100per month · free tier available
Free tier
–
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Free trial
–
–
API access
–
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Plans
Basic CustomPro CustomEnterprise Custom
Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Free Trial CustomPro Team $30/moEnterprise Custom
Hobby FreeStandard $100/moEnterprise Custom
Capabilities input → output
Input
AudioText
Code
Code
Code
Output
AudioImagesText
CodeText
CodeText
Apps
Skill level
Advanced
Intermediate
Intermediate
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Code Review
Development & CodeAI Code ReviewAI Coding AssistantAI Testing
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
8
10
4
Code reviews
–
–
GitHub pull requests
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Code quality
–
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Code testing
–
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APIs
–
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Code analysis
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Developer tools
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–
Development
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GPU infrastructure
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Inference
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–
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Testing
–
–
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Code documentation
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–
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Code security analysis
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–
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Coding
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Models
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Test cases
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Test creation
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Unit tests
–
–
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Web service deployment
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–
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LLM development
–
–
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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
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.