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INFRASTRUCTURE PRICING / USD30 products in this category/Research snapshot

02 / AGENT RUNTIMES

Agent runtimes

Which parts of the bill are separate?

Platform + execution + models

The three parts of the bill

COMPARISON

Compare products

30 of 30 products
Published runtimes pricing. Entry fees and compute estimates are not total bills. Unknown values sort last.
ShortlistProductPlatform entryExecution & published ratesModels & other extrasOperational tradeoff
Claude Managed AgentspreviewSourceRuns Claude agent sessions with a managed harness and execution environment.Not publishedMonthly starting price, not total

$0.08 per running session-hour plus model tokens; the Managed Agents API remains beta.

Model input/output tokens and prompt caching are charged separately. US-only inference applies a 1.1x token multiplier; fast mode can add a premium.The $0.08 session rate excludes model tokens. Idle, rescheduling and terminated time do not accrue runtime; this is not the Agent SDK by itself.
Plans and sources for Anthropic / Claude Managed Agents
Status: previewChecked:

Published plans

Other plans and regional prices may be available at the source.

Resource and session limits

Isolation
Managed agent sandbox and harness
Persistence
Session log survives idle periods; execution runtime bills only while running
Regions
Data residency options depend on platform; US-only inference has a token multiplier
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

Claude-specific autonomous agents that need hosted sessions.

Source record

Amazon Bedrock AgentCore RuntimepublicSourceRuns agent code in managed microVM sessions or managed EC2 instances.$0Monthly starting price, not total

microVM v2: $0.1276/vCPU-hour consumed and $0.0169/GB-hour memory; v1: $0.0895 and $0.00945. Instances add a management fee to EC2.

Model inference, S3 or ECR artifacts, network transfer, CloudWatch and optional AgentCore services are separate.CPU charges follow used CPU time. Memory charges follow peak use each second. The two microVM versions have different rates.
Plans and sources for AWS / Amazon Bedrock AgentCore Runtime
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Resource and session limits

Isolation
microVM session or managed EC2 instance
Persistence
Instances support persistent sessions; microVM sessions end at termination
Regions
See AWS regional availability
GPU
Instances support selected GPU types; microVM does not
Maximum session
8 hours microVM; 14 days Instances
Concurrency (running at once)
Quota-dependent

Workload fit

Agent code that needs isolated sessions and AWS integrations.

Source record

Workers and AgentspublicSourceRuns agent logic in Workers and stateful agents in Durable Objects.$0Monthly starting price, not total

Workers Free has 100,000 requests/day; Workers Paid starts at $5/month with 10 million requests and 30 million CPU-ms included.

Durable Object duration and SQL storage, Workers AI model usage, KV, R2 and other bindings can add charges.Agents is not a separate free hosting plan. Worker, Durable Object and model meters can all apply; Pages is outside this record.
Plans and sources for Cloudflare / Workers and Agents
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

Workers Free has daily requests and CPU limits; Durable Objects also publish separate free limits.

Additional costs

  • Durable Object duration and SQL storage, Workers AI model usage, KV, R2 and other bindings can add charges.

Watch for

Agents is not a separate free hosting plan. Worker, Durable Object and model meters can all apply; Pages is outside this record.

Resource and session limits

Isolation
Workers isolate; stateful Agent maps to a Durable Object
Persistence
Durable Object storage is separate from Worker execution
Regions
Cloudflare global network; data-location controls vary by feature
GPU
Not published
Maximum session
Worker CPU limit applies; long waits use stateful primitives
Concurrency (running at once)
No fixed agent concurrency published

Workload fit

Lightweight stateful agents near users on Cloudflare.

Source record

CrewAI CloudpublicSourceDeploys CrewAI agentic workflows to CrewAI-hosted infrastructure.$0Monthly starting price, not total

Basic free with 50 workflow executions/month; Enterprise custom with sized executions and overage.

See plan details for usage rates.
Model and connected-tool costs are not specified as included on the pricing page.Only Basic and custom Enterprise tiers are published; do not invent a mid-tier execution rate.
Plans and sources for CrewAI / CrewAI Cloud
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Not separately published

Free allowance / trial

50 workflow executions recur monthly on Basic.

Additional costs

  • Model and connected-tool costs are not specified as included on the pricing page.

Watch for

Only Basic and custom Enterprise tiers are published; do not invent a mid-tier execution rate.

Resource and session limits

Isolation
CrewAI Cloud or customer deployment
Persistence
Deployment history and tracing listed
Regions
Not published
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

CrewAI workflows needing a hosted visual and API runtime.

Source record

Agent Bricks Agent RuntimepublicSourceDeploys custom agent servers on managed Databricks Apps compute.Not publishedMonthly starting price, not total

Agent Runtime uses Databricks Apps DBUs: Medium 0.5, Large 1, XLarge 3 DBU/hour while running; USD per DBU depends on cloud, region and plan.

Model Serving, foundation-model inference, database, storage and network services can add charges. The Databricks DBU USD rate varies by cloud and region.Agent Bricks is a platform label. This record prices the current Databricks Apps Agent Runtime, not legacy Model Serving or Databricks general hosting.
Plans and sources for Databricks / Agent Bricks Agent Runtime
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

Free Edition is a quota-limited personal evaluation product, not a production monthly credit.

Additional costs

  • Model Serving, foundation-model inference, database, storage and network services can add charges. The Databricks DBU USD rate varies by cloud and region.

Watch for

Agent Bricks is a platform label. This record prices the current Databricks Apps Agent Runtime, not legacy Model Serving or Databricks general hosting.

Resource and session limits

Isolation
Managed Databricks App runtime
Persistence
App configuration persists; running compute bills while active
Regions
Databricks Apps regional availability varies by cloud
GPU
Not listed for Databricks Apps Agent Runtime
Maximum session
Not published
Concurrency (running at once)
Horizontal app scaling available; numerical cap depends on workspace

Workload fit

Custom agent servers tied to Databricks data and governance.

Source record

DBOS CloudCustom quoteSourceHosts durable workflow applications with autoscaling and managed recovery.Not publishedMonthly starting price, not total

Contact sales; official docs say CPU time is billed, but publish no rate.

See plan details for usage rates.
Model tokens and external services are separate; exact Cloud billing terms are unpublished.Do not call the open-source library's $0 price the hosted Cloud price.
Plans and sources for DBOS / DBOS Cloud
Status: quoteChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Not separately published

Free allowance / trial

No hosted Cloud allowance verified; open-source DBOS is a separate self-hosted product.

Additional costs

  • Model tokens and external services are separate; exact Cloud billing terms are unpublished.

Watch for

Do not call the open-source library's $0 price the hosted Cloud price.

Resource and session limits

Isolation
Managed cloud executor
Persistence
Durable workflow history and recovery
Regions
Not published
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

DBOS applications needing managed recovery.

Source record

Dify CloudpublicSourceHosts Dify-built agent, chatflow and workflow apps with web and API access.$0Monthly starting price, not total

Sandbox free; Professional $59/month or $590/year; Team $159/month or $1,590/year per workspace.

See plan details for usage rates.
Message credits are model-dependent. After they run out, use a model-provider key; provider token charges are separate.Message credits are not a fixed number of model calls across models. Dify open source is separate from Cloud.
Plans and sources for Dify / Dify Cloud
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Not separately published

Free allowance / trial

Sandbox's 200 message credits are published without a clear monthly reset; do not assume recurring credits.

Additional costs

  • Message credits are model-dependent. After they run out, use a model-provider key; provider token charges are separate.

Watch for

Message credits are not a fixed number of model calls across models. Dify open source is separate from Cloud.

Resource and session limits

Isolation
Managed Dify Cloud app
Persistence
Knowledge storage and log history vary by tier
Regions
Not published
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Knowledge request rate published; agent concurrency not published

Workload fit

No-code or low-code hosted agent apps.

Source record

Harness RuntimepublicSourceA managed agent session adds tools and pause/resume to an isolated sandbox.$0Monthly starting price, not total

$0.044 per consumed vCPU-hour and $0.0095 per allocated GB-hour at standard rates; Agent Droplets plans can discount eligible usage.

Session volumes, snapshots, checkpoints and custom templates: $0.05/GiB-month each. Public egress: $0.01/GiB. Action Gateway calls and inference are separate.CPU is consumed time, not provisioned time; memory, storage, tools, and model calls remain separate.
Plans and sources for DigitalOcean / Harness Runtime
Status: publicChecked:

Selected estimate basis, before extras

Plan / regionStandard usage Medium 2 vCPU / 4 GB / Not specified
CPU billingActive CPU time
Required monthly plan$0
Minimum spend / included usage$0 / $0

$0.044 / CPU-hour + $0.0095 / GB-hour

Metered compute
$5.56
Required plan
+ $0
Applied usage credit
- $0
Minimum adjustment
+ $0
Estimated month
$5.56

Published Medium fixed Harness shape. CPU bills on actual consumption; 4 GB memory bills on allocation. No Agent Droplets discount. Storage, egress, tools and inference excluded.

Compute + storage + outbound (before other costs)

All three costs included$6.26 / month

Excludes tax, model APIs, and charges outside this scope. Budget plan: Standard usage Medium 2 vCPU / 4 GB / Not specified.

  • Check unverified session or concurrency limits
  • CPU estimate uses your utilization; memory stays allocated
  • Only standard configurations, with no recurring credit. Managed Agents balances fund compute, storage and egress. Agent Droplets discounts and promotions are excluded.
  • Monthly storage is prorated over a 744-hour model month.
  • Only compute, retained storage and outbound traffic are modeled. Models, tax and other services are excluded.
Budget line items
Required monthly plan
$0

Standard usage Medium 2 vCPU / 4 GB

Compute usage before credit
$5.56

Published Medium fixed Harness shape. CPU bills on actual consumption; 4 GB memory bills on allocation. No Agent Droplets discount. Storage, egress, tools and inference excluded.

Recurring credit applied
$0

Shared across verified compute, storage and outbound charges; applied once.

Minimum-spend adjustment
$0

Applied after recurring credit.

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

No recurring free compute grant confirmed; a $5 new-customer promotion is shown as one-time. Agent Droplets balances are funded by their plan fees.

Additional costs

  • Session volumes, snapshots, checkpoints and custom templates: $0.05/GiB-month each.
  • Public egress: $0.01/GiB.
  • Action Gateway calls and inference are separate.

Watch for

CPU is consumed time, not provisioned time; memory, storage, tools, and model calls remain separate.

Resource and session limits

Isolation
Hardware-isolated microVM session
Persistence
Pause/resume/fork; retained storage keeps billing
Regions
Not published on pricing page
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

Agent sessions that use managed tools and pause/resume.

Source record

Gemini Enterprise Agent Platform Agent Runtime (formerly Vertex AI Agent Engine)publicSourceDeploys containerized agent code on Google's managed agent runtime.$0Monthly starting price, not total

$0.085 per allocated vCPU-hour and $0.009 per GiB-hour RAM; 1-year and 3-year flexible savings rates differ.

Model tokens, Memory Bank, Sessions, Agent Gateway, Skill Registry and related storage or operations can bill separately.The old $0.0864 Agent Engine rate is superseded by the current $0.085 Agent Compute rate. GiB and GB are not interchangeable.
Plans and sources for Google Cloud / Gemini Enterprise Agent Platform Agent Runtime (formerly Vertex AI Agent Engine)
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

Pricing page includes 50 Agent Compute vCPU-hours and 100 Agent Memory GiB-hours per account each month before paid rates; model tokens are separate.

Additional costs

  • Model tokens, Memory Bank, Sessions, Agent Gateway, Skill Registry and related storage or operations can bill separately.

Watch for

The old $0.0864 Agent Engine rate is superseded by the current $0.085 Agent Compute rate. GiB and GB are not interchangeable.

Resource and session limits

Isolation
Managed container
Persistence
Sessions and Memory Bank are separately metered services
Regions
See Google Cloud Agent Runtime locations
GPU
Not published for Agent Runtime
Maximum session
Long-running operations up to 7 days
Concurrency (running at once)
Configurable instances; quotas apply

Workload fit

Containerized agents that use Google Cloud models and managed state.

Source record

Hatchet CloudpublicSourceHosts task orchestration while application workers connect from customer compute.$0Monthly starting price, not total

1 million runs and 1 million events/month free; then $30/million runs and $5/million events on paid usage.

Customer-hosted worker compute and model tokens are separate; users beyond 50 are $10/user.A run may spawn other billable runs. Failed runs count; retries do not add a run.
Plans and sources for Hatchet / Hatchet Cloud
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

1 million runs and 1 million events recur monthly with card-on-file PAYG; no-card tier has 2,000/day limit.

Additional costs

  • Customer-hosted worker compute and model tokens are separate; users beyond 50 are $10/user.

Watch for

A run may spawn other billable runs. Failed runs count; retries do not add a run.

Resource and session limits

Isolation
Managed orchestrator; workers run separately
Persistence
7-day retention on PAYG
Regions
AWS Oregon, N. Virginia and Ireland; Sydney private beta
GPU
Worker-dependent
Maximum session
Not published
Concurrency (running at once)
100 workers on PAYG; task concurrency not published

Workload fit

High-volume durable task dispatch with self-hosted workers.

Source record

Inngest CloudpublicSourceOrchestrates durable agent steps and can run code through separately priced Inngest sandboxes.$0Monthly starting price, not total

Free 50,000 executions/month; Pro from $99/month for 1 million; Business from $499/month for 10 million.

Hosted sandbox compute is separate; customer-hosted function workers and model tokens are not covered by orchestration price.Execution counts include each step and the function call. Hosted sandboxes cost extra.
Plans and sources for Inngest / Inngest Cloud
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Resource and session limits

Isolation
Orchestration plus optional sandbox isolation
Persistence
Durable steps; trace retention 24 hours to 90 days by tier
Regions
Not published on pricing page
GPU
Not published
Maximum session
Sandbox maximum 24 hours on Pro/Business
Concurrency (running at once)
5 free, 100+ Pro, 500 Business concurrent steps

Workload fit

Event-driven agents that need retries and step state.

Source record

LangSmith DeploymentpublicSourceHosts LangGraph agent servers as serverless or dedicated deployments.$39Monthly starting price, not total

Plus $39/seat/month; one small serverless deployment included; further runtime and database resources are metered.

Tracing and model gateway usage can add charges; production deployments have database uptime costs.Do not merge this with LangSmith Sandboxes. The free Developer seat cannot deploy agents.
Plans and sources for LangChain / LangSmith Deployment
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

Plus includes one small serverless deployment; Developer has no Deployment access.

Additional costs

  • Tracing and model gateway usage can add charges; production deployments have database uptime costs.

Watch for

Do not merge this with LangSmith Sandboxes. The free Developer seat cannot deploy agents.

Resource and session limits

Isolation
Managed agent server
Persistence
Deployment database persists state while live
Regions
LangSmith organization data region: US or EU
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Production autoscaling up to 10 containers by default

Workload fit

LangGraph agents needing managed checkpoints and API hosting.

Source record

Letta Cloud and API PlanpublicSourceHosts stateful agents and server-side tool execution in managed cloud environments.$0Monthly starting price, not total

Personal Pro $20/month; API Plan $20/month plus $0.10/active agent-month and $0.00015/tool-execution second.

LLM tokens are billed at model rates unless BYOK is used; web search/fetch tools can add charges.Personal Pro and API Plan serve different use cases; do not treat personal included quota as API credits.
Plans and sources for Letta / Letta Cloud and API Plan
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Resource and session limits

Isolation
Managed cloud sandbox for cloud agents
Persistence
Stateful agent memory and cloud session history
Regions
Not published
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

Stateful agents with hosted memory and API access.

Source record

Mastra Platform ServerpublicSourceDeploys Mastra agents and workflows to a managed server.$0Monthly starting price, not total

Starter $0 with 24 CPU-hours/month; Teams $250/month with 250 CPU-hours; compute overage and optional always-on server are extra.

Memory tokens, retrieval storage, database compute and storage, observability overage, egress and LLMs can bill separately.The open-source Mastra framework is not the hosted Platform. Always-on service is an additional $100/project/month.
Plans and sources for Mastra / Mastra Platform Server
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

Starter includes recurring 24 CPU-hours and 100,000 observability events monthly.

Additional costs

  • Memory tokens, retrieval storage, database compute and storage, observability overage, egress and LLMs can bill separately.

Watch for

The open-source Mastra framework is not the hosted Platform. Always-on service is an additional $100/project/month.

Resource and session limits

Isolation
Managed server
Persistence
Optional persistent server; database and memory separately metered
Regions
Not published
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

Teams already building agents in Mastra.

Source record

Copilot StudiopublicSourceHosts low-code agents and agent flows for Microsoft and external channels.$0Monthly starting price, not total

Pay as you go is $0.01/Copilot Credit with no up-front license; 25,000-credit capacity pack is $200/month; prepaid tiers are separate.

Graph grounding, voice, AI tools and flow actions use other credit amounts. Connected Azure resources and qualifying Microsoft 365 licenses have separate terms.This is a low-code agent service, not a custom-code container runtime. A response can trigger several billable credit categories; Azure subscription required.
Plans and sources for Microsoft / Copilot Studio
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

Test-chat activity is not billed, but trial agents cannot be published; no recurring production credit allowance verified.

Additional costs

  • Graph grounding, voice, AI tools and flow actions use other credit amounts. Connected Azure resources and qualifying Microsoft 365 licenses have separate terms.

Watch for

This is a low-code agent service, not a custom-code container runtime. A response can trigger several billable credit categories; Azure subscription required.

Resource and session limits

Isolation
Microsoft-managed low-code agent runtime
Persistence
Conversation and flow state depend on configuration
Regions
Microsoft availability and data residency vary by tenant
GPU
Not applicable to the low-code agent plan
Maximum session
Not published
Concurrency (running at once)
Tenant quota-dependent

Workload fit

Business agents that use Microsoft 365 and Power Platform.

Source record

Foundry Agent Service Hosted AgentsunresolvedSourceRuns custom agent code in Foundry-managed customer-dedicated containers.Not publishedMonthly starting price, not total

Hosted container compute is billed per hour; a public USD unit rate was not exposed on the official pricing page.

See plan details for usage rates.
Model tokens, Foundry Tools, Foundry IQ, connectors and licensed data are separate.Do not use the no-additional-charge Foundry-native agent statement as the Hosted Agents compute price.
Plans and sources for Microsoft Azure / Foundry Agent Service Hosted Agents
Status: unresolvedChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Not separately published

Free allowance / trial

No Hosted Agents recurring free allowance verified.

Additional costs

  • Model tokens, Foundry Tools, Foundry IQ, connectors and licensed data are separate.

Watch for

Do not use the no-additional-charge Foundry-native agent statement as the Hosted Agents compute price.

Resource and session limits

Isolation
Customer-dedicated managed containers
Persistence
Session-level state supported
Regions
Published region list in Hosted Agents documentation
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Managed scaling; numerical cap not verified

Workload fit

Custom-code agents that need Azure identity and governance.

Source record

n8n CloudpublicSourceHosts workflow and agent automations with managed execution.Not publishedMonthly starting price, not total

Starter EUR20/month and Pro EUR50/month when billed annually; USD price and monthly-billed rates were not verified.

See plan details for usage rates.
Model usage may require external API keys; published Assistant credits are not workflow executions.The Business tier is self-hosted only. EUR annual-billing display cannot be treated as a USD monthly-billed price.
Plans and sources for n8n / n8n Cloud
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Not separately published

Free allowance / trial

Hosted Starter has a free trial, not a permanent free plan.

Additional costs

  • Model usage may require external API keys; published Assistant credits are not workflow executions.

Watch for

The Business tier is self-hosted only. EUR annual-billing display cannot be treated as a USD monthly-billed price.

Resource and session limits

Isolation
Managed n8n Cloud instance
Persistence
Managed workflow history; duration by plan not fully published
Regions
Not published
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
5 Starter; up to 50 Pro; 200+ Enterprise

Workload fit

Hosted integrations and agent workflows priced by executions.

Source record

Agent RunnerspublicSourceRuns coding agents against Netlify projects in a managed build environment.$0Monthly starting price, not total

Uses Netlify plan credits for agent compute at 10 credits/GB-hour and model inference at 180 credits per $1 of model usage.

Deploys, functions, bandwidth and other Netlify usage draw from the same plan credits.This runner changes code in Netlify projects. It is not a general agent API runtime. Netlify hosting has a separate record.
Plans and sources for Netlify / Agent Runners
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Resource and session limits

Isolation
Managed coding-agent run
Persistence
Project and deploy state; run filesystem persistence not published
Regions
Not published
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
1 Free, 3 Personal, 10 Pro, 50 Enterprise

Workload fit

Code-change agents working inside Netlify projects.

Source record

Ona AgentsCustom quoteSourceRuns coding agents in isolated managed development environments.Not publishedMonthly starting price, not total

Current pricing URL redirects to contact sales; current Core price, compute-unit conversion and plan tiers are not published there.

See plan details for usage rates.
Ona compute units can cover environment runtime and agent conversations in older indexed material, but current conversion and model terms need confirmation.Ona is a coding-agent environment, not a general production agent-serving API. Do not use cached Core $20 pricing after the live sales redirect.
Plans and sources for Ona / Ona Agents
Status: quoteChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Not separately published

Free allowance / trial

Current recurring free allowance not verified.

Additional costs

  • Ona compute units can cover environment runtime and agent conversations in older indexed material, but current conversion and model terms need confirmation.

Watch for

Ona is a coding-agent environment, not a general production agent-serving API. Do not use cached Core $20 pricing after the live sales redirect.

Resource and session limits

Isolation
Isolated development environment per agent
Persistence
Environment lifecycle policy not verified on current price page
Regions
Not published
GPU
Not published on current price page
Maximum session
Not published
Concurrency (running at once)
Not published on current price page

Workload fit

Coding agents that need a managed development environment and pull-request workflow.

Source record

Generative AI ApplicationsunresolvedSourceRuns containerized agent code behind OCI-managed endpoints.Not publishedMonthly starting price, not total

Managed agent deployment is documented; a current public USD rate for Generative AI Applications was not found.

See plan details for usage rates.
Container Registry, model inference, storage and network usage may add costs; exact allocation to this product was not verified.Oracle Generative AI model and Agents Service prices are not proof of Generative AI Applications runtime prices.
Plans and sources for Oracle Cloud Infrastructure / Generative AI Applications
Status: unresolvedChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Not separately published

Free allowance / trial

No product-specific recurring free allowance verified.

Additional costs

  • Container Registry, model inference, storage and network usage may add costs; exact allocation to this product was not verified.

Watch for

Oracle Generative AI model and Agents Service prices are not proof of Generative AI Applications runtime prices.

Resource and session limits

Isolation
Managed containerized application
Persistence
Deployment configuration persists; request-state durability not published
Regions
OCI Generative AI availability varies by region
GPU
Not published for hosted applications
Maximum session
Not published
Concurrency (running at once)
Automatic scaling from zero to multiple instances; cap not verified

Workload fit

Containerized agents that need OCI identity and managed endpoints.

Source record

Pipedream WorkflowspublicSourceRuns production integration and agent workflows on Pipedream-managed infrastructure.$150Monthly starting price, not total

Free development only; Startup $150/month billed monthly or $99/month billed annually, with 10,000 usage credits.

Usage credits are a separate consumption pool; model or connected-service charges may apply.Do not price production at $0, and do not label $99 annual-billed as month-to-month.
Plans and sources for Pipedream / Pipedream Workflows
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

Free is for development; no recurring free production allowance verified.

Additional costs

  • Usage credits are a separate consumption pool; model or connected-service charges may apply.

Watch for

Do not price production at $0, and do not label $99 annual-billed as month-to-month.

Resource and session limits

Isolation
Managed workflow execution
Persistence
Workflow state and logs; retention not published on pricing page
Regions
Not published
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

Agent workflows that rely on managed SaaS connectors.

Source record

Prefect Cloud and ServerlesspublicSourceOrchestrates workflows and includes Prefect-hosted Serverless execution minutes.$0Monthly starting price, not total

Hobby free with 500 Serverless minutes; Starter $100/month with 75 hours; Team $100/user/month with 225 hours.

See plan details for usage rates.
Bring-your-own-compute work pools run on customer infrastructure; Serverless overage rate not verified.Prefect Cloud control-plane pricing and Prefect Serverless compute allowance are distinct; no public overage rate was verified.
Plans and sources for Prefect / Prefect Cloud and Serverless
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Not separately published

Free allowance / trial

500 Prefect Serverless minutes recur monthly on Hobby.

Additional costs

  • Bring-your-own-compute work pools run on customer infrastructure; Serverless overage rate not verified.

Watch for

Prefect Cloud control-plane pricing and Prefect Serverless compute allowance are distinct; no public overage rate was verified.

Resource and session limits

Isolation
Prefect Serverless or customer work pool
Persistence
Run retention 7 days on Hobby; other periods vary
Regions
Not published on pricing page
GPU
Not published for Serverless
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

Python workflows with optional managed execution.

Source record

Render WorkflowspublicSourceRuns durable task and flow code on Render Workflows compute plans.Not publishedMonthly starting price, not total

Flex: $0.20/CPU-hour plus $0.05/GB-hour RAM used; fixed plans from $0.40 to $2.50/hour; state $0.25/GB.

Public internet outbound bandwidth contributes to workspace usage; the required workspace plan and its price are separate.Flex uses measured CPU/RAM while fixed plans bill selected size. State and outbound bandwidth add cost; Render hosting plans are separate.
Plans and sources for Render / Render Workflows
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

No recurring free Workflows allowance stated on the Workflows limits page.

Additional costs

  • Public internet outbound bandwidth contributes to workspace usage; the required workspace plan and its price are separate.

Watch for

Flex uses measured CPU/RAM while fixed plans bill selected size. State and outbound bandwidth add cost; Render hosting plans are separate.

Resource and session limits

Isolation
Managed workflow run
Persistence
Arguments and return values retained 30 days
Regions
Not published on limits page
GPU
Not published
Maximum session
2-hour default attempt; configurable up to 24 hours
Concurrency (running at once)
Total 10,000 CPU/40,000 GB active allocation per service; new-compute rate depends on workspace plan

Workload fit

Durable tasks with a choice of measured flex or fixed-size compute.

Source record

Restate CloudpublicSourceRuns a managed durable-execution service while application handlers use separate compute.$0Monthly starting price, not total

Free 100,000 actions/month; Starter $75 for 5 million; Business $300 for 20 million; Premium $1,000 for 50 million.

Customer-hosted handler compute and model tokens are not included; optional compliance and multi-AZ add-ons cost extra.Restate Cloud coordinates work but does not host agent code. Each function call counts as at least two actions.
Plans and sources for Restate / Restate Cloud
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

100,000 actions and 1 GB storage recur each month on Free.

Additional costs

  • Customer-hosted handler compute and model tokens are not included; optional compliance and multi-AZ add-ons cost extra.

Watch for

Restate Cloud coordinates work but does not host agent code. Each function call counts as at least two actions.

Resource and session limits

Isolation
Managed orchestration service; handler isolation depends on customer compute
Persistence
Durable state with tiered history retention
Regions
Not published on pricing page
GPU
Not applicable to managed service
Maximum session
Not published
Concurrency (running at once)
Action throughput by tier, not agent concurrency

Workload fit

Durable coordination when the team already hosts its handlers.

Source record

AgentforcepublicSourceRuns configured customer and employee agents inside Salesforce workflows.Not publishedMonthly starting price, not total

Flex Credits $500 per 100,000-credit pack; standard actions use 20 credits ($0.10); conversation model $2/conversation; user license $5/user/month requires Flex Credits.

Salesforce CRM licenses, Data Cloud, connected services and other action types can change the total bill.This is an enterprise application agent service, not a deploy-any-code runtime. Flex Credits are bought in packs, not a $500 monthly subscription.
Plans and sources for Salesforce / Agentforce
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Resource and session limits

Isolation
Salesforce-managed low-code agent platform
Persistence
CRM records and workflow state inside Salesforce
Regions
Salesforce deployment region depends on customer org
GPU
Not applicable
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

Agents that act on Salesforce data and flows.

Source record

Cortex AgentspublicSourceRuns managed data agents and tools in a Snowflake account.Not publishedMonthly starting price, not total

Agent orchestration bills AI Credits per million model tokens; tool and warehouse usage add separate charges. USD per credit is contract-dependent.

Cortex Search, Cortex Analyst, warehouse SQL, custom tools, code execution and web search can add costs.This is a managed data-agent platform, not a general customer-code container runtime. AI Credit to USD conversion and tool costs vary by account.
Plans and sources for Snowflake / Cortex Agents
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

No universal recurring Cortex Agents allowance verified.

Additional costs

  • Cortex Search, Cortex Analyst, warehouse SQL, custom tools, code execution and web search can add costs.

Watch for

This is a managed data-agent platform, not a general customer-code container runtime. AI Credit to USD conversion and tool costs vary by account.

Resource and session limits

Isolation
Snowflake-managed agent and optional isolated code execution
Persistence
Agent objects persist in Snowflake; per-run state depends on tools
Regions
Model and cross-region inference availability vary by Snowflake region
GPU
Not published for Cortex Agents
Maximum session
Not published
Concurrency (running at once)
Account and service quota-dependent

Workload fit

Governed agents over Snowflake data.

Source record

Temporal CloudpublicSourceHosts durable workflow orchestration while application workers run on customer compute.$0Monthly starting price, not total

No base minimum; actions start at $50/million, with volume rates as low as $25/million; active and retained storage extra.

Workers run on customer infrastructure and cost extra; support options can add a minimum.Temporal coordinates workflows but does not run your worker code. Its action charges are not comparable to hosted CPU prices.
Plans and sources for Temporal / Temporal Cloud
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Resource and session limits

Isolation
Managed orchestration; customer-hosted workers
Persistence
Durable workflow history and retained storage
Regions
Not published on pricing page
GPU
Worker-dependent
Maximum session
Not published
Concurrency (running at once)
Not published

Workload fit

Long-lived durable workflows with separately managed workers.

Source record

Trigger.dev CloudpublicSourceRuns background tasks and agent code on managed workers.$0Monthly starting price, not total

Free $5 monthly usage credit; Hobby $10/month with $10 credit; Pro $50/month with $50 credit; per-second compute plus $0.000025 per run.

Compute and invocation both apply; BAA, extra seats, schedules, branches, dashboards and Realtime capacity can add charges.Plan credits offset usage; they are not a second fee. Every started production run has an invocation charge.
Plans and sources for Trigger.dev / Trigger.dev Cloud
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

Recurring $5 usage credit on Free, not a $5 cash payout.

Additional costs

  • Compute and invocation both apply; BAA, extra seats, schedules, branches, dashboards and Realtime capacity can add charges.

Watch for

Plan credits offset usage; they are not a second fee. Every started production run has an invocation charge.

Resource and session limits

Isolation
Managed task worker
Persistence
Durable waits checkpoint and do not bill compute while waiting
Regions
Not published
GPU
Not published
Maximum session
No fixed maximum run duration
Concurrency (running at once)
20 Free, 50 Hobby, 200 Pro concurrent runs

Workload fit

Long-running JavaScript tasks and agents needing managed execution.

Source record

Vercel WorkflowspublicSourceRuns durable workflows on Vercel with separately billed function compute and workflow state.$0Monthly starting price, not total

50,000 workflow events/month included; then $20/million events, $0.50/GB writes and $0.50/GB-month retained state on Pro.

Vercel Functions, Queues, AI Gateway and model tokens use separate meters.Do not treat the Workflow SDK as a separate hosted agent server. Older docs list steps and GB-hours, while current pricing lists events and GB writes/retention; verify before quoting a bill.
Plans and sources for Vercel / Vercel Workflows
Status: publicChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Free allowance / trial

50,000 Workflow events/month on the current pricing page; not a complete free agent compute allowance.

Additional costs

  • Vercel Functions, Queues, AI Gateway and model tokens use separate meters.

Watch for

Do not treat the Workflow SDK as a separate hosted agent server. Older docs list steps and GB-hours, while current pricing lists events and GB writes/retention; verify before quoting a bill.

Resource and session limits

Isolation
Vercel Function steps with durable orchestration
Persistence
Billed workflow state retention
Regions
Depends on Vercel compute region
GPU
Not published
Maximum session
Durable workflow can wait beyond one function execution
Concurrency (running at once)
Not published

Workload fit

Durable agents already running on Vercel Functions.

Source record

Windmill CloudunresolvedSourceHosts scripts, workflows and agent jobs on Windmill-managed workers.Not publishedMonthly starting price, not total

Community, Team and Enterprise Cloud plans are documented, but their current Cloud dollar rates were not verifiable from the accessible pricing view.

See plan details for usage rates.
Cloud Team bills seats and extra executions; exact rates are not verified. Model-provider calls can add separate cost.The accessible pricing calculator showed self-hosted worker and seat rates. Do not use them as Windmill Cloud rates.
Plans and sources for Windmill / Windmill Cloud
Status: unresolvedChecked:

Published plans

Other plans and regional prices may be available at the source.

Usage meters

Not separately published

Free allowance / trial

Community Cloud allowance not verified; self-hosted Community is a separate product.

Additional costs

  • Cloud Team bills seats and extra executions; exact rates are not verified. Model-provider calls can add separate cost.

Watch for

The accessible pricing calculator showed self-hosted worker and seat rates. Do not use them as Windmill Cloud rates.

Resource and session limits

Isolation
Managed Windmill workers
Persistence
Workflow run history; retention varies by plan
Regions
Not verified
GPU
Not published
Maximum session
Not published
Concurrency (running at once)
Not verified

Workload fit

Teams using Windmill scripts and workflows after Cloud pricing confirmation.

Source record

Prices in USD unless noted. Products start in alphabetical order. Compute estimates exclude extras and do not measure performance.

METHODOLOGY

What the prices include

Sources and dates

Prices come from provider pages, not live quotes. Each product has source links and a check date. This index does not cover every cloud plan. An unknown price is not zero.

Fees and usage

The entry price is a monthly starting price, not the full bill. Some plans include usage credit. Compute estimates include the selected plan and compute usage. The storage and outbound estimate adds those costs where rates are known. Taxes, model APIs, and other extras remain separate. One-time trials are not monthly credits.

Resources and performance

Equal CPU and memory counts do not mean equal performance. Shared and dedicated CPUs differ. GB and GiB are different units; selected rates show the source unit. Check the region, limits, and current terms at the source.

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