SiliconFlow vs Kilo Code vs CodeRabbit vs Novita AI

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

Your tool
SiliconFlow
vs
Competitor 1
Kilo Code
Competitor 2
CodeRabbit
Competitor 3
Novita AI
Compare
4 tools · best value per row highlighted
Your tool SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
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Competitor Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Novita AI
novita.ai
Novita AI is a developer cloud that puts more than 200 models behind a single API, covering text, image, audio and video.
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Traffic estimated monthly website traffic
Monthly visits
427.8Kvisits/mo
1.9Kvisits/mo
1Mvisits/mo
—
MoM change
▼ 35.5%
▼ 42.3%
▼ 22.7%
—
6-month growth
+5.4%
-94.4%
+50.4%
—
Global rank web
#65,186
#4,668,091
#38,145
—
Avg. last 3 months
540.4K
10.5K
1.2M
—
Bounce rate lower is better
40%
34%
49%
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Pages / visit
4.7
2.4
3.5
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Visit duration
1m 43s
19s
1m 55s
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Traffic sources
● Direct 85% · ● Referral 14%
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● Direct 73% · ● Referral 24%
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SiliconFlowKilo CodeCodeRabbitNovita AI
0331.5K663K994.5K1.3MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1M1K10K100K1M10MSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
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Starting price
Free tier
$20per month · free tier available
$24per month
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Free tier
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Free trial
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–
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API access
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Plans
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Serverless LLM API CustomDedicated endpoints / GPUs Custom
Capabilities input → output
Input
TextImagesCode
TextCode
Code
TextImagesAudio
Output
ImagesVideoTextCode
Code
TextCode
VideoTextImagesAudio
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIOpen Source AI Models
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
6
5
8
7
APIs
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Code analysis
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GPU infrastructure
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Developer tools
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Development
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LLM development
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Code reviews
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Coding
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–
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GitHub pull requests
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Inference
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Code documentation
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–
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Code quality
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–
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Code security analysis
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–
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Code testing
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Coding in VS Code
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–
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Models
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Image generation
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Large language models
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Video generation
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Vs code
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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
–
–
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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.