Cerebrium vs Defapi vs SiliconFlow

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

Your tool
Cerebrium
vs
Competitor 1
DDefapi
Competitor 2
SiliconFlow
Competitor 3
Suggested competitors for Cerebrium: Hugging Face Inference Endpoints95% Beam94% Novita AI93% Runware92% fal.ai92% Vast.ai91% Together AI91% Modal90%
Compare
3 tools · best value per row highlighted
Your tool Cerebrium
cerebrium.ai
Cerebrium is a serverless GPU platform for running AI workloads in production.
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Competitor DDefapi
defapi.org
You know how managing multiple AI provider integrations usually means maintaining separate codebases for each vendor
Make main Remove
Competitor SiliconFlow
siliconflow.com
You're building an AI app and need to run inference without spinning up your own GPU servers
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
—
2.4Kvisits/mo
427.8Kvisits/mo
MoM change
—
▼ 42.6%
▼ 35.5%
6-month growth
—
-86.2%
+5.4%
Global rank web
—
#4,650,820
#65,186
Avg. last 3 months
—
4.8K
540.4K
Bounce rate lower is better
—
36%
40%
Pages / visit
—
1.4
4.7
Visit duration
—
7s
1m 43s
Traffic sources
—
—
● Direct 85% · ● Referral 14%
CerebriumDefapiSiliconFlow
0165.7K331.4K497.2K662.9KDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8K1K10K100K1MDefapi · 11.1KDefapi · 13KDefapi · 12.4KDefapi · 17.7KDefapi · 9.4KDefapi · 6.2KDefapi · 7.6KDefapi · 4.2KDefapi · 2.4KSiliconFlow · 311KSiliconFlow · 286.8KSiliconFlow · 302.2KSiliconFlow · 406KSiliconFlow · 468.1KSiliconFlow · 434.2KSiliconFlow · 530.5KSiliconFlow · 662.9KSiliconFlow · 427.8KDec '25Jan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Starting price
$100per month · free tier available
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Free tier
Free tier
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Free trial
–
–
–
API access
Plans
Hobby FreeStandard $100/moEnterprise Custom
Gemini 3.1 Pro Preview $1/$6/per requestClaude Sonnet 4.6 $1.5/$7.5/per requestClaude Opus 4.6 $2.5/$12.5/per requestSora 2 Stable $0.175+/per request+2 more
Serverless Pay-per-use VariableReserved GPUsElastic GPUs
Capabilities input → output
Input
Code
AudioImagesText
CodeImagesText
Output
Apps
AudioImagesText
CodeImagesTextVideo
Skill level
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Development & CodeAI APIOpen Source AI Models
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
4
4
6
APIs
GPU infrastructure
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Developer tools
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LLM development
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API integrations
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–
Inference
–
–
API management
–
–
Models
–
–
API security
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–
Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
Saves
0
0
0
Reviews
0
0
0
Prompts
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.