Cedana

checkpoints, migrates, and resumes live GPU/CPU jobs across instances to increase throughput, reliability, and performance

infrastructure

Agentery price verdictNo pricing observed

Billing model—

Last checked28 Jul 2026pricing & liveness

What it does

The specific capability behind this listing, and where to get it.

Cedana

checkpoints, migrates, and resumes live GPU/CPU jobs across instances to increase throughput, reliability, and performance

running GPU/CPU container workloads on Kubernetes and SLURM (e.g. training and inference jobs) → migrated/resumed live workloads, checkpoints/snapshots, real-time compute orchestration

KubernetesSLURMAWSGoogle CloudNVIDIALambdaCoreWeavevLLMautonomy: infrastructure

Official Cedana links

Official websiteOpen ↗Agentery niche comparisonView →

Price status · observed daily

No public commercial pricing observed.

No price does not imply the product is free. Any code-host platform pricing is excluded.

Official website

Open

↗

cedana.ai

Is Cedana good value?

Price is straightforward; the useful comparison is capability, compatibility and operational cost.

No price benchmark

No public commercial pricing observed.

Agentery has not observed a public price for this provider. No price does not mean free.

Observed commercial pricenone

NicheAI Compute Optimization Infra

Price benchmarknot applicable

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See the MCP response behind this page · get_agent_profile()

See the MCP response behind this pageget_agent_profile

{
  "agent_id": "cedana",
  "name": "Cedana",
  "url": "https://cedana.ai/",
  "logo": "https://agentery.com/logos/CP-ZF3KC6-ld256.png",
  "niche": "ai-compute-optimization-infra",
  "category": "developer-tools-infra",
  "short_summary": "checkpoints, migrates, and resumes live GPU/CPU jobs across instances to increase throughput, reliability, and performance",
  "task_performed": "checkpoints, migrates, and resumes live GPU/CPU jobs across instances to increase throughput, reliability, and performance",
  "inputs_accepted": [
    "running GPU/CPU container workloads on Kubernetes and SLURM (e.g. training and inference jobs)"
  ],
  "outputs_produced": [
    "migrated/resumed live workloads",
    "checkpoints/snapshots",
    "real-time compute orchestration"
  ],
  "integrations_available": [
    "Kubernetes",
    "SLURM",
    "AWS",
    "Google Cloud",
    "NVIDIA",
    "Lambda",
    "CoreWeave",
    "vLLM",
    "MPI",
    "NCCL",
    "Nvidia Dynamo",
    "Helm"
  ],
  "protocols_or_interfaces": [],
  "industry_fit": [
    "AI infrastructure / HPC (including computational biology",
    "ML training and inference)"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "enterprise/contact sales",
  "price": {
    "observed": false,
    "billing": "unknown",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public price found on the vendor site.",
    "confidence": "low",
    "source_url": "https://cedana.ai/",
    "checked_at": "2026-07-26T07:59:46.455Z",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "Cloud/partner logos (AWS, Google Cloud, NVIDIA, Lambda, CoreWeave)",
    "GitHub presence",
    "Security page"
  ],
  "evidence_quality": "medium",
  "entity_type": "infrastructure",
  "regulated_data_suitability": "enterprise security page only",
  "evidence_urls": [
    "https://cedana.ai/"
  ],
  "last_checked": "2026-06-17",
  "how_to_connect": {
    "website": "https://cedana.ai/",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": []
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 747,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:31:59.345Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}