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SPECIFICTION
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KServe vs Runpod Serverless

KServe

kserve.github.io

Runpod Serverless

runpod.io

Side by side

FigureKServeRunpod Serverless
Price from—Free
Free plan—Yes
Free trial——
Open source——
Web—Yes
Windows—Yes
macOS—Yes
Linux—Yes
APIYesYes
Self-hostedYes—
Plans published010
Spec score · Model Hosting6.9 (#12)7.7 (#5)
IntegrationsDocumented integrations include Istio, Knative Serving, Envoy Gateway, Envoy AI Gateway, and the vLLM runtime.The documentation describes OpenAI-compatible endpoint integration with tools including n8n, CrewAI, and LangChain.
PurposeKServe is a Kubernetes platform for serving generative and predictive AI models across multiple frameworks.Runpod Serverless runs containerized AI inference workloads behind API endpoints and scales workers based on demand.
SupportUsers can get help through the documentation, the #kserve Slack channel, GitHub Discussions, and community meetings.Runpod documentation directs users to submit a support request, check the service status page, or join its Discord community.

Plans

KServe

No plans published.

KServe pricing →

Runpod Serverless

  • Serverless GPU endpoint (141GB H200)Free
  • Serverless GPU endpoint (16GB class)Free
  • Serverless GPU endpoint (24GB class)Free
  • Serverless GPU endpoint (32GB 5090)Free
  • Serverless GPU endpoint (32GB RTX PRO 4500 Blackwell)Free
  • Serverless GPU endpoint (48GB A6000/A40)Free
  • Serverless GPU endpoint (48GB L40/L40S/6000 Ada/MIG)Free
  • Serverless GPU endpoint (80GB A100)Free
  • Serverless GPU endpoint (80GB H100)Free
  • Serverless GPU endpoint (96GB RTX 6000 Pro)Free

Runpod Serverless pricing →

In their own words

KServe

KServe has no write-up on Specifiction yet; its figures are above.

Visit kserve.github.io

Runpod Serverless

Runpod Serverless has no write-up on Specifiction yet; its figures are above.

Visit runpod.io