Infrastructure Provisioning IAC
Query this niche via MCP
market_report({ query: "Infrastructure Provisioning IAC", response_mode: "summary" })Agents · median
$49/mo
MCP servers · median
$20/mo
2.5×
Agents cost 2.5× MCPs across all tiers — median $49 vs $20. Two different markets; a blended figure would mislead either buyer.
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $49
skyflo · $10
agentvps · $19
insideout · $20
nixmac · $5
agentvps · $49
insideout · $60
skyflo · $75
agentvps · $99
insideout · $150
MCP servers $20
ink · $5
instapods · $11
Railway Mcp · $13
redu · $15
ink · $20
instapods · $49
redu · $70
butterbase · $90
$5
$10
$25
$50
$100
AgentsMCP serversshaded = middle half · line = median
All plans
17 pricedProvidervs its cohort medianMonthly
nixmacagent
$5 below
inkmcp
$5 below
skyfloagent
$10 below
instapodsmcp
$11 below
Railway Mcpmcp
$13 below
redumcp
$15 below
agentvpsagent
$19 below
insideoutagent
$20 below
inkmcp
$20 ~median
agentvpsagent
$49 ~median
instapodsmcp
$49 above
insideoutagent
$60 above
redumcp
$70 above
skyfloagent
$75 above
butterbasemcp
$90 above
agentvpsagent
$99 above
insideoutagent
$150 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Infrastructure Provisioning IAC (latest observation 2026-10-16T03:43:44.171Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its
by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
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},
{
"provider": "control_plane",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.12 per GB",
"monthly_usd": null
},
{
"provider": "control_plane",
"tier": "enterprise",
"billing": "usage",
"unit": "flat",
"price": "$60 per load balancer-month",
"monthly_usd": null
},
{
"provider": "ink",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.05 per GB",
"monthly_usd": null
},
{
"provider": "railway_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.05",
"monthly_usd": null
},
{
"provider": "railway_mcp",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "$0.015",
"monthly_usd": null
},
{
"provider": "redu",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "£0.0118 / hour",
"monthly_usd": null
},
{
"provider": "redu",
"tier": "individual",
"billing": "usage",
"unit": "flat",
"price": "£0.01 / GB",
"monthly_usd": null
}
]
},
{
"billing": "usage",
"unit": "other_usage",
"count": 1,
"offers": [
{
"provider": "synlake",
"tier": "individual",
"billing": "usage",
"unit": "other_usage",
"price": "$0.01 starting per API call",
"monthly_usd": null
}
]
},
{
"billing": "unspecified_period",
"unit": "flat",
"count": 6,
"offers": [
{
"provider": "butterbase",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "ink",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "insideout",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "netbox_labs",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact Sales",
"monthly_usd": null
},
{
"provider": "netbox_labs",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact sales",
"monthly_usd": null
},
{
"provider": "netbox_labs",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact sales",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 12,
"normalized_observations": 27,
"comparable_providers": 9,
"strict_cohorts": 3,
"exclusion_reasons": {
"promo": 2,
"ambiguous_cadence": 6,
"usage_not_monthly": 20
}
}
}
},
"quoteOnlyProvidersByTier": {
"pro": 0,
"individual": 0,
"enterprise": 4,
"team_sme": 0
},
"billingMix": {
"subscription": 5,
"freemium": 4,
"usage": 3,
"free": 3,
"contact_sales": 1
},
"freeTierShare": 0.44,
"medianLowestUsd": 10
},
"movement": null,
"index_series": {
"series": [
{
"day": "2026-09-16",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-09-17",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-09-18",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-09-19",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-09-20",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-09-21",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-09-22",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-09-23",
"index": 100,
"pairs": 22,
"dayChangePct": 0
},
{
"day": "2026-09-24",
"index": 100,
"pairs": 21,
"dayChangePct": 0
},
{
"day": "2026-09-25",
"index": 100,
"pairs": 21,
"dayChangePct": 0
},
{
"day": "2026-09-26",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-09-27",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-09-28",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-09-29",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-09-30",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-01",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-02",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-03",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-04",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-05",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-06",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-07",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-08",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-09",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-10",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-11",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-12",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-13",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-14",
"index": 100,
"pairs": 18,
"dayChangePct": 0
},
{
"day": "2026-10-15",
"index": 100,
"pairs": 18,
"dayChangePct": 0
}
],
"latest": 100,
"day_change_pct": 0,
"methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
},
"top_agents": [
{
"agent_id": "butterbase",
"name": "Butterbase",
"url": "https://butterbase.ai",
"short_summary": "provisions full-stack backend infrastructure including databases, authentication, APIs, and deployment",
"price": {
"commercial": {
"entry_offer": {
"line": "Launch",
"monthly_native": 19,
"monthly_usd": 19,
"commitment": "monthly",
"basis": "$19/month",
"billing_verified": true
},
"rates": [
{
"line": "Storage overage",
"per": "per GB",
"text": "$0.13 per GB"
},
{
"line": "Bandwidth overage",
"per": "per GB",
"text": "$0.09 per GB"
}
],
"currency": "USD",
"lines": [
{
"name": "Playground",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Launch",
"price": "$19 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Certified",
"price": "$90 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
},
{
"name": "Storage overage",
"price": "$0.125/GB",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Bandwidth overage",
"price": "$0.09/GB",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "Free plan; paid from $19/mo",
"summary": "Free plan; paid from $19/mo. Butterbase offers a free Playground tier, $19/month Launch, $90/month Certified, and custom Enterprise pricing, with paid-plan storage and bandwidth overage charges."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "ink",
"name": "Ink",
"url": "https://ml.ink",
"short_summary": "Deploy and manage cloud services, git repositories, and databases through a streamlined interface",
"price": {
"commercial": {
"entry_offer": {
"line": "Hobby",
"monthly_native": 5,
"monthly_usd": 5,
"commitment": "monthly",
"basis": "$5/month",
"billing_verified": true
},
"rates": [
{
"line": "Memory",
"per": "per GB",
"text": "$0 per GB"
},
{
"line": "CPU",
"per": "per vcpu",
"text": "$0 per vcpu"
},
{
"line": "Persistent Volume",
"per": "per GB",
"text": "$0 per GB"
},
{
"line": "Egress",
"per": "per GB",
"text": "$0.05 per GB"
}
],
"currency": "USD",
"lines": [
{
"name": "Free Trial",
"price": "$0",
"kind": "trial"
},
{
"name": "Hobby",
"price": "$5 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$20 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
},
{
"name": "Memory",
"price": "$0.000161 per GB / min",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "CPU",
"price": "$0.000393 per vCPU / min",
"kind": "usage_rate",
"unit": "vcpu",
"billed": "usage"
},
{
"name": "Persistent Volume",
"price": "$0.0000035 per GB / min",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Ingress",
"price": "$0 per GB",
"kind": "free",
"billed": "monthly"
},
{
"name": "Egress",
"price": "$0.05 per GB",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 5,
"monthly_usd": 5,
"headline": "Free plan; paid from $5/mo",
"summary": "Free plan; paid from $5/mo. INK offers a $5/month Hobby plan and a $20/month Pro plan with included monthly usage credits, plus metered compute, storage, and bandwidth charges."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "instapods",
"name": "Instapods",
"url": "https://instapods.com",
"short_summary": "Deploy and manage cloud applications and hosting environments",
"price": {
"commercial": {
"entry_offer": {
"line": "Launch",
"monthly_native": 3,
"monthly_usd": 3,
"commitment": "monthly",
"basis": "$3/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Launch",
"price": "$3/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Build",
"price": "$7/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Grow",
"price": "$15/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Scale",
"price": "$25/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Turbo",
"price": "$49/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 3,
"monthly_usd": 3,
"headline": "From $3/mo",
"summary": "From $3/mo. InstaPods offers five flat-rate monthly hosting plans ranging from $3/mo to $49/mo, with no per-request charges or bandwidth overages."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "redu",
"name": "redu",
"url": "https://redu.cloud",
"short_summary": "provisions and operates cloud infrastructure including virtual machines, databases, networks, and autoscaling clusters",
"price": {
"commercial": {
"entry_offer": {
"line": "Tiny",
"monthly_native": 8.5,
"monthly_usd": 11.26,
"commitment": "monthly",
"basis": "£8.5/month",
"billing_verified": true
},
"rates": [
{
"line": "Compute instances",
"per": "per hour",
"text": "£0.01 per hour"
},
{
"line": "Additional bandwidth",
"per": "per GB",
"text": "£0.01 per GB"
}
],
"currency": "GBP",
"notes": [
"add-ons / components (not a whole-product price): Block storage £0.07 / GB per month; Additional networks £10 / month each",
"prices in GBP as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Tiny",
"price": "£8.50 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Small",
"price": "£12.50 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Medium",
"price": "£20.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Large",
"price": "£35.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "XLarge",
"price": "£55.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "XLarge HiMem",
"price": "£70.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Mem 16",
"price": "£40.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Mem 32",
"price": "£52.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Compute instances",
"price": "£0.0118 / hour",
"kind": "usage_rate",
"unit": "hour",
"billed": "usage"
},
{
"name": "Block storage",
"price": "£0.07 / GB per month",
"kind": "add_on",
"unit": "GB",
"billed": "monthly"
},
{
"name": "Additional bandwidth",
"price": "£0.01 / GB",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Additional networks",
"price": "£10 / month each",
"kind": "add_on",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 11.26,
"monthly_usd": 11.26,
"headline": "From £8.5/mo",
"summary": "From £8.5/mo. Redu Cloud publishes GBP monthly instance prices from £8.50, plus hourly compute and usage-based storage and networking charges, with £200 in starting credits."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "synlake",
"name": "synlake",
"url": "https://synlake.ai",
"short_summary": "provides cloud infrastructure provisioning API for AI agents across AWS, Azure, and GCP with normalized schemas, cost estimation, and execution kits",
"price": {
"commercial": {
"rates": [
{
"line": "Pay As You Go",
"per": "per call",
"text": "$0.01 per call"
}
],
"currency": "USD",
"lines": [
{
"name": "Free Tier",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pay As You Go",
"price": "$0.01 starting per API call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.01 per call (usage-based)",
"summary": "$0.01 per call (usage-based). Synlake offers a permanent free tier with 100 API calls per month and usage-based pricing starting at $0.01 per API call."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "aws_builder",
"name": "AWS Builder",
"url": "https://aws-builder-mcp.vercel.app",
"short_summary": "AWS Builder is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Arquitecto de Infraestruct…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "cloudflare",
"name": "Cloudflare",
"url": "https://smithery.ai/server/cloudflare",
"short_summary": "Manage and configure Cloudflare services using the full OpenAPI specification. Search for endpoints and execute custom logic across products like Workers, R2,…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for the Cloudflare Smithery server listing."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "control_plane",
"name": "Control Plane",
"url": "https://controlplane.com",
"short_summary": "Deploy and operate workloads, secrets, and networking across AWS, GCP, Azure, and private clouds.",
"price": {
"commercial": {
"rates": [
{
"line": "CPU",
"per": "per millicore-month",
"text": "$0.06 per millicore-month"
},
{
"line": "Memory",
"per": "per megabyte-month",
"text": "$0.01 per megabyte-month"
},
{
"line": "General Purpose SSD",
"per": "per GB",
"text": "$0.21 per GB"
},
{
"line": "High Throughput SSD",
"per": "per GB",
"text": "$0.34 per GB"
},
{
"line": "Shared Storage",
"per": "per GB",
"text": "$0.35 per GB"
},
{
"line": "Snapshots",
"per": "per snapshot-month",
"text": "$5 per snapshot-month"
},
{
"line": "Logging Storage",
"per": "per GB",
"text": "$0.15 per GB"
},
{
"line": "Tracing Storage",
"per": "per GB",
"text": "$0.15 per GB"
},
{
"line": "Metrics Storage",
"per": "per GB",
"text": "$0.15 per GB"
},
{
"line": "Metrics Collection",
"per": "per 10m samples-month",
"text": "$0.5–$10,000,000 per 10m samples-month"
},
{
"line": "Egress",
"per": "per GB",
"text": "$0.12 per GB"
},
{
"line": "Dedicated load balancers",
"per": "per load",
"text": "$60 per load"
}
],
"currency": "USD",
"lines": [
{
"name": "CPU",
"price": "$0.06205654 per millicore-month",
"kind": "usage_rate",
"unit": "millicore-month",
"billed": "usage"
},
{
"name": "Memory",
"price": "$0.00706330 per megabyte-month",
"kind": "usage_rate",
"unit": "megabyte-month",
"billed": "usage"
},
{
"name": "General Purpose SSD",
"price": "$0.21224989 per GB-month",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "High Throughput SSD",
"price": "$0.34099982 per GB-month",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Shared Storage",
"price": "$0.35 per GB-month",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Snapshots",
"price": "$5 per snapshot-month",
"kind": "usage_rate",
"unit": "snapshot-month",
"billed": "usage"
},
{
"name": "Logging Storage",
"price": "$0.15 per GB-month",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Tracing Storage",
"price": "$0.15 per GB-month",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Metrics Storage",
"price": "$0.15 per GB-month",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Metrics Collection",
"price": "$0.5 per 10M samples-month",
"kind": "usage_rate",
"unit": "10m samples-month",
"billed": "usage"
},
{
"name": "Egress",
"price": "$0.12 per GB",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Dedicated load balancers",
"price": "$60 per load balancer-month",
"kind": "usage_rate",
"unit": "load",
"billed": "usage"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.06 per millicore-month; $0.01 per megabyte-month (usage-based)",
"summary": "$0.06 per millicore-month; $0.01 per megabyte-month (usage-based). Control Plane publishes usage-based infrastructure rates with no contracts, minimums, or lock-ins, and states that a typical workload costs less than $5 per month per location."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "easynode_x402",
"name": "easynode-x402",
"url": "https://x402.easy-node.xyz/",
"short_summary": "enables AI assistants to browse, purchase, and manage VPS and blockchain node products using USDC on Base network",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "medium",
"upvotes": 0
},
{
"agent_id": "gce",
"name": "Google Compute Engine",
"url": "https://smithery.ai/server/gce",
"short_summary": "Create and manage virtual machines on Google Cloud. List instances, configure machine types, manage disks, and control compute resources.",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for the Google Compute Engine MCP server."
},
"evidence_quality": "medium",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "aidevops",
"name": "Aidevops",
"url": "https://aidevops.sh/",
"short_summary": "Open-source AI DevOps assistant framework and OpenCode plugin for autonomous project delivery across code, infrastructure, SEO, and services. Features security…",
"price": {
"commercial": {
"currency": "USD",
"lines": [
{
"name": "Open Source",
"price": "$0",
"kind": "free",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "Free. AIDevOps is presented as an open-source AI DevOps assistant with a $0 offer and no paid plans publicly listed."
},
"home_niche": "devops-automation-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "level8_site_management",
"name": "UniFi site management tool",
"url": "https://level8.bg/tools/skills/site-management",
"short_summary": "Manages and monitors UniFi sites across an account, viewing site details, organization structure, and multi-site overview for centralized infrastructure manage…",
"price": {
"commercial": {
"entry_offer": {
"line": "loyalty.config",
"monthly_native": 199,
"monthly_usd": 222.74,
"commitment": "monthly",
"basis": "€199/month",
"billing_verified": true
},
"currency": "EUR",
"notes": [
"other prices: startup.config 499 €еднократно (one-time); commerce.config 1 290 €еднократно (one-time)",
"prices in EUR as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "startup.config",
"price": "499 €еднократно",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "commerce.config",
"price": "1 290 €еднократно",
"kind": "one_off",
"billed": "one_off"
},
{
"name": "ai-bot.config",
"price": "249 €/ месец",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "loyalty.config",
"price": "199 €/ месец",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "custom.config",
"price": "По запитване",
"kind": "unknown"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 222.74,
"monthly_usd": 222.74,
"headline": "From €199/mo",
"summary": "From €199/mo. Level8 публикува два еднократни уеб плана на цена от 499 EUR и два месечни плана на цена от 199 EUR, плюс индивидуално решение по запитване."
},
"home_niche": "devops-automation-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "oxideterm",
"name": "Oxideterm",
"url": "https://oxideterm.app/",
"short_summary": "AI-native local-first SSH workspace that manages terminals, SFTP, port forwarding, file transfers, code editing, and an AI assistant (OxideSens) that inspects…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The homepage shows no public price and states that the core app has zero subscription."
},
"home_niche": "cli-coding-agent",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "tensorblock",
"name": "Tensorblock",
"url": "https://tensorblock.co",
"short_summary": "Open infrastructure and runtime stack for intelligent systems. Provides Forge and a free hosted MCP Index for discovering and installing MCP servers.",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "agent-runtime-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "wagner",
"name": "Wagner",
"url": "https://trywagner.dev",
"short_summary": "Cloud infrastructure layer that organizes fragmented context for humans and AI agents to align on intent before deployment. Provides live cloud mapping, specia…",
"price": {
"commercial": {
"entry_offer": {
"line": "Pro",
"monthly_native": 99,
"monthly_usd": 99,
"commitment": "monthly",
"basis": "$99/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Free",
"price": "$0 USD / month",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$99 USD / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Team",
"price": "$299 USD / month",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 99,
"monthly_usd": 99,
"headline": "Free plan; paid from $99/mo",
"summary": "Free plan; paid from $99/mo. Wagner offers a free tier and monthly Pro and Team plans priced at $99 and $299 respectively."
},
"home_niche": "agent-orchestration-platform",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/infrastructure-provisioning-iac",
"summary": {
"niche": "infrastructure-provisioning-iac",
"sector": "developer-tools-infra",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $55/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 4,
"reliability": "low",
"median": 54.5,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 4,
"reliability": "low",
"median": 11.75,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 4,
"reliability": "low",
"median": 59.34,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 3,
"reliability": "low",
"median": 19,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
99,
150
]
}
],
"warnings": [],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "infrastructure-provisioning-iac"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/infrastructure-provisioning-iac",
"counts": {
"listings_with_price_capture": 58,
"listings_with_observed_public_price": 16,
"providers_with_numeric_monthly_price_latest_scan": null,
"like_for_like_comparable_pairs": null
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 12.5,
"provider_count": 7,
"plan_observation_count": 11,
"data_confidence": 0.58,
"data_confidence_basis": {
"provider_component": 0.58,
"observation_component": 0.55,
"provider_count": 7,
"plan_observation_count": 11
},
"reliability": "medium",
"members": [
{
"provider": "ink",
"usd": 5
},
{
"provider": "skyflo",
"usd": 10
},
{
"provider": "instapods",
"usd": 11
},
{
"provider": "railway_mcp",
"usd": 12.5
},
{
"provider": "redu",
"usd": 16.75
},
{
"provider": "agentvps",
"usd": 19
},
{
"provider": "insideout",
"usd": 20
}
],
"p25": 10.5,
"p75": 17.88
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 54.5,
"provider_count": 8,
"plan_observation_count": 13,
"data_confidence": 0.66,
"data_confidence_basis": {
"provider_component": 0.67,
"observation_component": 0.65,
"provider_count": 8,
"plan_observation_count": 13
},
"reliability": "medium",
"members": [
{
"provider": "nixmac",
"usd": 4.99
},
{
"provider": "ink",
"usd": 20
},
{
"provider": "agentvps",
"usd": 49
},
{
"provider": "instapods",
"usd": 49
},
{
"provider": "insideout",
"usd": 60
},
{
"provider": "redu",
"usd": 69.68
},
{
"provider": "skyflo",
"usd": 75
},
{
"provider": "butterbase",
"usd": 90
}
],
"p25": 41.75,
"p75": 71.01
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 99,
"provider_count": 3,
"plan_observation_count": 3,
"data_confidence": 0.23,
"data_confidence_basis": {
"provider_component": 0.25,
"observation_component": 0.15,
"provider_count": 3,
"plan_observation_count": 3
},
"reliability": "low",
"members": [
{
"provider": "instapods",
"usd": 25
},
{
"provider": "agentvps",
"usd": 99
},
{
"provider": "insideout",
"usd": 150
}
]
}
],
"pricing_coverage": {
"listings_with_price_capture": 58,
"listings_with_observed_public_price": 16,
"normalized_observations": 27,
"comparable_providers": 9,
"strict_cohorts": 3,
"exclusion_reasons": {
"promo": 2,
"ambiguous_cadence": 6,
"usage_not_monthly": 20
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"promo": 2,
"ambiguous_cadence": 6,
"usage_not_monthly": 20
},
"billing_mix": {
"subscription": 5,
"freemium": 4,
"usage": 3,
"free": 3,
"contact_sales": 1
},
"free_tier_share": 0.44,
"top_providers": [
{
"agent_id": "butterbase",
"name": "Butterbase",
"price": {
"commercial": {
"entry_offer": {
"line": "Launch",
"monthly_native": 19,
"monthly_usd": 19,
"commitment": "monthly",
"basis": "$19/month",
"billing_verified": true
},
"rates": [
{
"line": "Storage overage",
"per": "per GB",
"text": "$0.13 per GB"
},
{
"line": "Bandwidth overage",
"per": "per GB",
"text": "$0.09 per GB"
}
],
"currency": "USD",
"lines": [
{
"name": "Playground",
"price": "Free",
"kind": "free",
"billed": "monthly"
},
{
"name": "Launch",
"price": "$19 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Certified",
"price": "$90 /month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
},
{
"name": "Storage overage",
"price": "$0.125/GB",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Bandwidth overage",
"price": "$0.09/GB",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "Free plan; paid from $19/mo",
"summary": "Free plan; paid from $19/mo. Butterbase offers a free Playground tier, $19/month Launch, $90/month Certified, and custom Enterprise pricing, with paid-plan storage and bandwidth overage charges."
},
"observed": true
},
{
"agent_id": "ink",
"name": "Ink",
"price": {
"commercial": {
"entry_offer": {
"line": "Hobby",
"monthly_native": 5,
"monthly_usd": 5,
"commitment": "monthly",
"basis": "$5/month",
"billing_verified": true
},
"rates": [
{
"line": "Memory",
"per": "per GB",
"text": "$0 per GB"
},
{
"line": "CPU",
"per": "per vcpu",
"text": "$0 per vcpu"
},
{
"line": "Persistent Volume",
"per": "per GB",
"text": "$0 per GB"
},
{
"line": "Egress",
"per": "per GB",
"text": "$0.05 per GB"
}
],
"currency": "USD",
"lines": [
{
"name": "Free Trial",
"price": "$0",
"kind": "trial"
},
{
"name": "Hobby",
"price": "$5 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Pro",
"price": "$20 /mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Enterprise",
"price": "Custom",
"kind": "custom"
},
{
"name": "Memory",
"price": "$0.000161 per GB / min",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "CPU",
"price": "$0.000393 per vCPU / min",
"kind": "usage_rate",
"unit": "vcpu",
"billed": "usage"
},
{
"name": "Persistent Volume",
"price": "$0.0000035 per GB / min",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Ingress",
"price": "$0 per GB",
"kind": "free",
"billed": "monthly"
},
{
"name": "Egress",
"price": "$0.05 per GB",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 5,
"monthly_usd": 5,
"headline": "Free plan; paid from $5/mo",
"summary": "Free plan; paid from $5/mo. INK offers a $5/month Hobby plan and a $20/month Pro plan with included monthly usage credits, plus metered compute, storage, and bandwidth charges."
},
"observed": true
},
{
"agent_id": "instapods",
"name": "Instapods",
"price": {
"commercial": {
"entry_offer": {
"line": "Launch",
"monthly_native": 3,
"monthly_usd": 3,
"commitment": "monthly",
"basis": "$3/month",
"billing_verified": true
},
"currency": "USD",
"lines": [
{
"name": "Launch",
"price": "$3/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Build",
"price": "$7/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Grow",
"price": "$15/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Scale",
"price": "$25/mo",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Turbo",
"price": "$49/mo",
"kind": "base_subscription",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 3,
"monthly_usd": 3,
"headline": "From $3/mo",
"summary": "From $3/mo. InstaPods offers five flat-rate monthly hosting plans ranging from $3/mo to $49/mo, with no per-request charges or bandwidth overages."
},
"observed": true
},
{
"agent_id": "redu",
"name": "redu",
"price": {
"commercial": {
"entry_offer": {
"line": "Tiny",
"monthly_native": 8.5,
"monthly_usd": 11.26,
"commitment": "monthly",
"basis": "£8.5/month",
"billing_verified": true
},
"rates": [
{
"line": "Compute instances",
"per": "per hour",
"text": "£0.01 per hour"
},
{
"line": "Additional bandwidth",
"per": "per GB",
"text": "£0.01 per GB"
}
],
"currency": "GBP",
"notes": [
"add-ons / components (not a whole-product price): Block storage £0.07 / GB per month; Additional networks £10 / month each",
"prices in GBP as published; USD figures are conversions at 2026-10-14"
],
"lines": [
{
"name": "Tiny",
"price": "£8.50 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Small",
"price": "£12.50 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Medium",
"price": "£20.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Large",
"price": "£35.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "XLarge",
"price": "£55.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "XLarge HiMem",
"price": "£70.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Mem 16",
"price": "£40.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Mem 32",
"price": "£52.00 / month",
"kind": "base_subscription",
"billed": "monthly"
},
{
"name": "Compute instances",
"price": "£0.0118 / hour",
"kind": "usage_rate",
"unit": "hour",
"billed": "usage"
},
{
"name": "Block storage",
"price": "£0.07 / GB per month",
"kind": "add_on",
"unit": "GB",
"billed": "monthly"
},
{
"name": "Additional bandwidth",
"price": "£0.01 / GB",
"kind": "usage_rate",
"unit": "GB",
"billed": "usage"
},
{
"name": "Additional networks",
"price": "£10 / month each",
"kind": "add_on",
"billed": "monthly"
}
]
},
"observed": true,
"billing": "usage",
"lowest_monthly_usd": 11.26,
"monthly_usd": 11.26,
"headline": "From £8.5/mo",
"summary": "From £8.5/mo. Redu Cloud publishes GBP monthly instance prices from £8.50, plus hourly compute and usage-based storage and networking charges, with £200 in starting credits."
},
"observed": true
},
{
"agent_id": "synlake",
"name": "synlake",
"price": {
"commercial": {
"rates": [
{
"line": "Pay As You Go",
"per": "per call",
"text": "$0.01 per call"
}
],
"currency": "USD",
"lines": [
{
"name": "Free Tier",
"price": "$0",
"kind": "free",
"billed": "monthly"
},
{
"name": "Pay As You Go",
"price": "$0.01 starting per API call",
"kind": "usage_rate",
"unit": "call",
"billed": "usage"
}
]
},
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "$0.01 per call (usage-based)",
"summary": "$0.01 per call (usage-based). Synlake offers a permanent free tier with 100 API calls per month and usage-based pricing starting at $0.01 per API call."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "infrastructure-provisioning-iac"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "infrastructure-provisioning-iac",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "butterbase"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "butterbase"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
12 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Butterbaseprovisions full-stack backend infrastructure including databases, authentication, APIs, and deployment
InkDeploy and manage cloud services, git repositories, and databases through a streamlined interface
InstapodsDeploy and manage cloud applications and hosting environments
reduprovisions and operates cloud infrastructure including virtual machines, databases, networks, and autoscaling clusters
ManagelmNatural-language Linux and Windows server management for Claude. Agents on each host execute tasks and run fleet-wide inventory, security-audit and access-revi…
Free Oracle Arm SkillAn AI agent skill that guides users through configuring OCI CLI and running a script to repeatedly provision Oracle Cloud Free Tier ARM instances, with Server酱…
SkyfloSelf-hosted AI agent for Kubernetes and DevOps that converts natural language into typed, approval-gated infrastructure operations with post-action verificatio…Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.