
Runpod
provides GPU and CPU cloud infrastructure to deploy, host, and scale autonomous AI agents and their inference/orchestration layers
What it does
The specific capability behind this listing, and where to get it.
Runpod
provides GPU and CPU cloud infrastructure to deploy, host, and scale autonomous AI agents and their inference/orchestration layers
Official Runpod links
Pricing & plans
Observed public pricing for Runpod, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$0.00 /token
The current price sits below the comparable median.
$0.00 is positioned against a $0–$1 observed middle market.
Why Agentery reaches that view
price_benchmark100% below the median.
get_provider_profile · plan historyper token observed 2026-10-23.
pricing recommendationPercentile unavailable for this basis.
confidenceSource page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is Runpod good value?
How its price compares with genuinely comparable providers.
Below the comparable median for its buyer tier.
Basis: same-tier-tier plans in the niche, any billing unit (2 providers), USD monthly, pricing observed 2026-10-23. The per token plan ($1e-11/mo) sits 100% below that median of $0.3. Thin evidence: fewer than five comparable providers, so treat the position as indicative. Other cohorts on this page (niche-wide tier peers, nearest products by capability) are labelled where they appear.
Compared with Agent Deployment Platform
Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit (the basis is stated with each verdict above). See the plans above for the percentile and its cohort size, and the full niche market for peers.
View the full niche →Runpod's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "deploying_and_hosting_ai_agent",
"name": "Runpod",
"url": "https://runpod.io/articles/guides/deploying-ai-agents-at-scale-building-autonomous-workflows",
"logo": "https://agentery.com/logos/CP-5X7TAW-256.png",
"niche": "agent-deployment-platform",
"category": "developer-tools-infra",
"short_summary": "provides GPU and CPU cloud infrastructure to deploy, host, and scale autonomous AI agents and their inference/orchestration layers",
"task_performed": "provides GPU and CPU cloud infrastructure to deploy, host, and scale autonomous AI agents and their inference/orchestration layers",
"inputs_accepted": [
"Docker containers",
"AI agent frameworks (LangGraph",
"AutoGen)",
"API-based workloads",
"LLM inference requests"
],
"outputs_produced": [
"hosted serverless GPU endpoints",
"deployed agent inference and orchestration services",
"scalable compute"
],
"integrations_available": [
"LangGraph",
"AutoGen",
"vLLM",
"Docker",
"API"
],
"protocols_or_interfaces": [
"API"
],
"industry_fit": [
"developer tools"
],
"autonomy_level": "infrastructure",
"human_approval_needed": "unclear",
"pricing_model": "usage-based",
"price": {
"observed": true,
"billing": "usage",
"source_kind": "vendor",
"currency": "USD",
"lowest_monthly_usd": 0.05,
"monthly_usd": 0.05,
"headline": "Free plan; paid from $0.05/mo ($0.05 per GB/month × 1)",
"commercial": {
"entry_offer": {
"line": "Storage - Network Standard, over 1TB",
"monthly_native": 0.05,
"monthly_usd": 0.05,
"commitment": "monthly",
"basis": "$0.05 per GB/month × 1",
"billing_verified": true
},
"rates": [
{
"line": "Pods - RTX A5000",
"per": "per unit",
"text": "$0.27 per unit"
},
{
"line": "Pods - RTX 3090",
"per": "per unit",
"text": "$0.5 per unit"
},
{
"line": "Pods - L4",
"per": "per unit",
"text": "$0.59 per unit"
},
{
"line": "Pods - A100 PCIe",
"per": "per unit",
"text": "$1.79 per unit"
},
{
"line": "Pods - H100 PCIe",
"per": "per unit",
"text": "$2.89 per unit"
},
{
"line": "Pods - H200",
"per": "per unit",
"text": "$5.29 per unit"
},
{
"line": "Pods - B300",
"per": "per unit",
"text": "$8.99 per unit"
},
{
"line": "Serverless - 16GB GPUs",
"per": "per unit",
"text": "$0.58 per unit"
},
{
"line": "Serverless - 24GB GPUs",
"per": "per unit",
"text": "$0.69 per unit"
},
{
"line": "Serverless - 48GB A6000/A40",
"per": "per unit",
"text": "$1.22 per unit"
},
{
"line": "Serverless - 48GB L40/L40S/6000 Ada/MIG 48GB",
"per": "per unit",
"text": "$1.75 per unit"
},
{
"line": "Serverless - 80GB A100",
"per": "per unit",
"text": "$2.72 per unit"
},
{
"line": "Serverless - 80GB H100",
"per": "per unit",
"text": "$4.79 per unit"
},
{
"line": "Serverless - 141GB H200",
"per": "per unit",
"text": "$5.93 per unit"
},
{
"line": "Serverless - 280GB B300",
"per": "per unit",
"text": "$10.65 per unit"
},
{
"line": "Clusters - H200 SXM",
"per": "per unit",
"text": "$6.35 per unit"
},
{
"line": "Clusters - A100 SXM",
"per": "per unit",
"text": "$2.15 per unit"
},
{
"line": "Public Endpoints - Pruna / Whisper V3 Large",
"per": "per 1000 character",
"text": "$0.05 per 1000 character"
},
{
"line": "Public Endpoints - Seedream 4.0 Edit",
"per": "per request",
"text": "$0.03 per request"
},
{
"line": "Public Endpoints - Nano Banana Edit",
"per": "per request",
"text": "$0.04 per request"
},
{
"line": "Public Endpoints - Pruna Image T2I",
"per": "per request",
"text": "$0.01 per request"
},
{
"line": "Public Endpoints - Deep Cogito v2 Llama 70B",
"per": "per 1m token",
"text": "$0 per 1m token"
},
{
"line": "Public Endpoints - IBM Granite 4.0 H Small",
"per": "per 1m token",
"text": "$1 per 1m token"
},
{
"line": "Public Endpoints - Seedance 1.0 pro",
"per": "per request",
"text": "$0.12 per request"
},
{
"line": "Public Endpoints - SORA 2 Pro I2V",
"per": "per unit",
"text": "$1.2 per unit"
},
{
"line": "Public Endpoints - SORA 2 I2V",
"per": "per request",
"text": "$0.4 per request"
}
],
"currency": "USD",
"lines": [
{
"name": "Pods - RTX A5000",
"price": "$0.27/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Pods - RTX 3090",
"price": "$0.50/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Pods - L4",
"price": "$0.59/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Pods - A100 PCIe",
"price": "$1.79/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Pods - H100 PCIe",
"price": "$2.89/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Pods - H200",
"price": "$5.29/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Pods - B300",
"price": "$8.99/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Serverless - 16GB GPUs",
"price": "$0.58/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Serverless - 24GB GPUs",
"price": "$0.69/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Serverless - 48GB A6000/A40",
"price": "$1.22/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Serverless - 48GB L40/L40S/6000 Ada/MIG 48GB",
"price": "$1.75/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Serverless - 80GB A100",
"price": "$2.72/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Serverless - 80GB H100",
"price": "$4.79/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Serverless - 141GB H200",
"price": "$5.93/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Serverless - 280GB B300",
"price": "$10.65/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Clusters - H200 SXM",
"price": "$6.35/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Clusters - A100 SXM",
"price": "$2.15/hr",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Storage - Container Disk",
"price": "$0.10/GB/mo",
"kind": "base_subscription",
"unit": "GB",
"billed": "monthly"
},
{
"name": "Storage - Volume Disk, running",
"price": "$0.10/GB/mo",
"kind": "base_subscription",
"unit": "GB",
"billed": "monthly"
},
{
"name": "Storage - Volume Disk, idle",
"price": "$0.20/GB/mo",
"kind": "base_subscription",
"unit": "GB",
"billed": "monthly"
},
{
"name": "Storage - Network Standard, under 1TB",
"price": "$0.07/GB/mo",
"kind": "base_subscription",
"unit": "GB",
"billed": "monthly"
},
{
"name": "Storage - Network Standard, over 1TB",
"price": "$0.05/GB/mo",
"kind": "base_subscription",
"unit": "GB",
"billed": "monthly"
},
{
"name": "Storage - Network High-Performance",
"price": "$0.14/GB/mo",
"kind": "base_subscription",
"unit": "GB",
"billed": "monthly"
},
{
"name": "Public Endpoints - Pruna / Whisper V3 Large",
"price": "$0.05 per 1000 characters",
"kind": "usage_rate",
"unit": "1000 character",
"billed": "usage"
},
{
"name": "Public Endpoints - Chatterbox Turbo",
"price": "$0.00 per 1000 characters",
"kind": "free",
"billed": "monthly"
},
{
"name": "Public Endpoints - Seedream 4.0 Edit",
"price": "$0.0270 per request",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Public Endpoints - Nano Banana Edit",
"price": "$0.0380 per request",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Public Endpoints - Pruna Image T2I",
"price": "$0.0050 per request",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Public Endpoints - Deep Cogito v2 Llama 70B",
"price": "$0.00001 per 1m tokens",
"kind": "usage_rate",
"unit": "1m token",
"billed": "usage"
},
{
"name": "Public Endpoints - IBM Granite 4.0 H Small",
"price": "$1.00 per 1m tokens",
"kind": "usage_rate",
"unit": "1m token",
"billed": "usage"
},
{
"name": "Public Endpoints - Seedance 1.0 pro",
"price": "5s: $0.12(480p) per request",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
},
{
"name": "Public Endpoints - SORA 2 Pro I2V",
"price": "4s $1.20 pre request",
"kind": "usage_rate",
"unit": "unit",
"billed": "usage"
},
{
"name": "Public Endpoints - SORA 2 I2V",
"price": "4s: $0.40 per request",
"kind": "usage_rate",
"unit": "request",
"billed": "usage"
}
]
},
"summary": "Free plan; paid from $0.05/mo ($0.05 per GB/month × 1). Runpod publicly lists usage-based GPU, cluster, storage, and model endpoint rates, with GPU compute starting at $0.27/hr for Pods and $0.58/hr for Serverless workers.",
"confidence": "high",
"source_url": "https://www.runpod.io/pricing",
"checked_at": "2026-10-23T01:38:22.819Z",
"amount": null,
"display": null,
"plans": [
{
"name": "Pods - RTX A5000",
"price": "$0.27/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"GPU compute",
"Community Cloud and Secure Cloud"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Pods - RTX 3090",
"price": "$0.50/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"GPU compute",
"Community Cloud and Secure Cloud"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Pods - L4",
"price": "$0.59/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"GPU compute",
"Community Cloud and Secure Cloud"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Pods - A100 PCIe",
"price": "$1.79/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"GPU compute",
"Community Cloud and Secure Cloud"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Pods - H100 PCIe",
"price": "$2.89/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"GPU compute",
"Community Cloud and Secure Cloud"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Pods - H200",
"price": "$5.29/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"GPU compute",
"Community Cloud and Secure Cloud"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Pods - B300",
"price": "$8.99/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"GPU compute",
"Community Cloud and Secure Cloud"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Serverless - 16GB GPUs",
"price": "$0.58/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"A4000, A4500, RTX 4000, RTX 2000",
"Per worker"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Serverless - 24GB GPUs",
"price": "$0.69/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"L4, A5000, 3090, MIG 24GB",
"Per worker"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Serverless - 48GB A6000/A40",
"price": "$1.22/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Per worker",
"Inference workloads"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Serverless - 48GB L40/L40S/6000 Ada/MIG 48GB",
"price": "$1.75/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Per worker",
"Inference workloads"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Serverless - 80GB A100",
"price": "$2.72/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Per worker",
"Inference workloads"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Serverless - 80GB H100",
"price": "$4.79/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Per worker",
"Inference workloads"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Serverless - 141GB H200",
"price": "$5.93/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Per worker",
"Inference workloads"
],
"price_promo": null,
"price_annual": null
},
{
"name": "Serverless - 280GB B300",
"price": "$10.65/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Per worker",
"Inference workloads"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Clusters - H200 SXM",
"price": "$6.35/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Multi-GPU clusters",
"No commitments"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Clusters - A100 SXM",
"price": "$2.15/hr",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Multi-GPU clusters",
"No commitments"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Storage - Container Disk",
"price": "$0.10/GB/mo",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Persistent storage"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Storage - Volume Disk, running",
"price": "$0.10/GB/mo",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Persistent storage"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Storage - Volume Disk, idle",
"price": "$0.20/GB/mo",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Persistent storage"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Storage - Network Standard, under 1TB",
"price": "$0.07/GB/mo",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"Network storage"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Storage - Network Standard, over 1TB",
"price": "$0.05/GB/mo",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"Network storage"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Storage - Network High-Performance",
"price": "$0.14/GB/mo",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Network storage"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - Pruna / Whisper V3 Large",
"price": "$0.05 per 1000 characters",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Audio"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - Chatterbox Turbo",
"price": "$0.00 per 1000 characters",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Audio"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - Seedream 4.0 Edit",
"price": "$0.0270 per request",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Image generation"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - Nano Banana Edit",
"price": "$0.0380 per request",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Image generation"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - Pruna Image T2I",
"price": "$0.0050 per request",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Image generation"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - Deep Cogito v2 Llama 70B",
"price": "$0.00001 per 1m tokens",
"usage": true,
"period": "usage",
"persona": "free",
"highlights": [
"Language model"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - IBM Granite 4.0 H Small",
"price": "$1.00 per 1m tokens",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Language model"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - Seedance 1.0 pro",
"price": "5s: $0.12(480p) per request",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"Video generation"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - SORA 2 Pro I2V",
"price": "4s $1.20 pre request",
"usage": true,
"period": "usage",
"persona": "pro",
"highlights": [
"Video generation"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
},
{
"name": "Public Endpoints - SORA 2 I2V",
"price": "4s: $0.40 per request",
"usage": true,
"period": "usage",
"persona": "individual",
"highlights": [
"Video generation"
],
"promo_note": null,
"price_promo": null,
"price_annual": null
}
],
"source": "render+llm"
},
"trust_or_rating_signal": [
"case studies",
"31 global regions",
"customer leaders referenced"
],
"evidence_quality": "medium",
"entity_type": "infrastructure",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://runpod.io/articles/guides/deploying-ai-agents-at-scale-building-autonomous-workflows",
"https://www.runpod.io/articles/guides/deploying-ai-agents-at-scale-building-autonomous-workflows"
],
"last_checked": "2026-10-23",
"profile_checked": "2026-06-16",
"price_checked": "2026-10-23",
"how_to_connect": {
"website": "https://runpod.io/articles/guides/deploying-ai-agents-at-scale-building-autonomous-workflows",
"docs": "https://www.runpod.io/documentation",
"mcp": null,
"a2a": null,
"api": null,
"protocols": [],
"install": null,
"repository": null
},
"deployment": {
"model": "unknown",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
"evidence": null
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"source_url": "https://www.runpod.io/pricing",
"last_observed_day": "2026-10-23",
"age_days": 1,
"verified_day": null,
"note": "from the listing's current price record; no separate page-text verification is held"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": {
"group_id": 25,
"group": "Cloud infrastructure management",
"change_90d_pct": 0.79,
"fair_price_by_tier_monthly_usd": {
"individual": 10,
"pro": 28.5,
"team / small business": 125,
"enterprise": 1791.46
},
"note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
"page": "https://agentery.com/aepi/groups/25"
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 742,
"uptime_7d": 1,
"checked_at": "2026-10-23T02:34:24.802Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": {
"usdPerUnit": 0.027,
"unit": "requests",
"usdPer1k": 27,
"raw": "$0.0270 per request",
"plan": "Public Endpoints - Seedream 4.0 Edit"
}
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}