Desktop Automation

{
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  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "desktop-automation",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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  "crowding_level": "crowded",
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  "adjacent_niches": [
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    "mcp-platform-provider",
    "incident-response-sre",
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    "drivers": [
      "enterprise money present",
      "4 new builders in 30d"
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    "entry_rate": 0.031007751937984496,
    "alive_share": 1
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              {
                "provider": "shellway",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25 / month",
                "monthly_usd": 25
              },
              {
                "provider": "simular",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200",
                "monthly_usd": 200
              },
              {
                "provider": "simular",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200 /month",
                "monthly_usd": 200
              },
              {
                "provider": "simular",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500 /month",
                "monthly_usd": 500
              },
              {
                "provider": "surfer_2",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 per month",
                "monthly_usd": 20
              },
              {
                "provider": "surfer_2",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200 per month",
                "monthly_usd": 200
              },
              {
                "provider": "termalin",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$8/mo",
                "monthly_usd": 8
              },
              {
                "provider": "turix_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "¥79/month",
                "monthly_usd": 0.49
              },
              {
                "provider": "turix_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "¥129/month",
                "monthly_usd": 0.8
              },
              {
                "provider": "turix_ai",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "¥648/month",
                "monthly_usd": 4.02
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 1,
            "offers": [
              {
                "provider": "termalin",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$15/user/mo",
                "monthly_usd": 15
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 5,
            "offers": [
              {
                "provider": "gloamy",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$10 USD · macOS · one-time purchase",
                "monthly_usd": null
              },
              {
                "provider": "macuse",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$49",
                "monthly_usd": null
              },
              {
                "provider": "openowl",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$499 one-time",
                "monthly_usd": null
              },
              {
                "provider": "termalin",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$149",
                "monthly_usd": null
              },
              {
                "provider": "turix_ai",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "¥45.00",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "deskclaw",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "15% off official API pricing",
                "monthly_usd": null
              },
              {
                "provider": "samuel_screen_voice_agent",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.006",
                "monthly_usd": null
              },
              {
                "provider": "samuel_screen_voice_agent",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.02",
                "monthly_usd": null
              },
              {
                "provider": "samuel_screen_voice_agent",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.005",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 12,
            "offers": [
              {
                "provider": "agent_mac",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$5",
                "monthly_usd": null
              },
              {
                "provider": "agent_mac",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$25",
                "monthly_usd": null
              },
              {
                "provider": "cephable",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$10",
                "monthly_usd": null
              },
              {
                "provider": "cephable",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$29",
                "monthly_usd": null
              },
              {
                "provider": "e2b_desktop",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "CUSTOM",
                "monthly_usd": null
              },
              {
                "provider": "glasswarp_mcp_server",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "openadapt",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Talk to us",
                "monthly_usd": null
              },
              {
                "provider": "rerun_mcp_server",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "simular",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact for price",
                "monthly_usd": null
              },
              {
                "provider": "surfer_2",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "termalin",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "turix_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 22,
          "normalized_observations": 38,
          "comparable_providers": 17,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "ambiguous_cadence": 12,
            "usage_not_monthly": 4,
            "one_time": 5,
            "free_or_zero": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 1,
      "pro": 0,
      "team_sme": 0,
      "enterprise": 7
    },
    "billingMix": {
      "freemium": 15,
      "free": 14,
      "subscription": 5,
      "one-time": 1,
      "usage": 1
    },
    "freeTierShare": 0.81,
    "medianLowestUsd": 20
  },
  "movement": {
    "niche": "desktop-automation",
    "sector": "developer-tools-infra",
    "pricedNow": 17,
    "pairs": 14,
    "repriced": [],
    "newlyPriced": [
      "turix_ai",
      "shellway",
      "cephable"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "composition",
    "narrative": "Composition change (average moved, but no agent changed its price): 3 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 14,
        "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": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 100,
        "pairs": 30,
        "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": "agent_desktop_lahfir",
      "name": "Agent Desktop Lahfir",
      "url": "https://github.com/lahfir/agent-desktop",
      "short_summary": "automates and controls desktop applications via OS accessibility trees for AI agents (observe, decide, act loop)",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or paid plan amounts were observed in the supplied repository page."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "astropad_workbench",
      "name": "Astropad Workbench",
      "url": "https://astropad.com/product/workbench/",
      "short_summary": "provides remote desktop access and control of a Mac from iPad, iPhone, or other devices, including monitoring AI agents running on headless Macs",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Monthly",
            "monthly_native": 14.99,
            "monthly_usd": 14.99,
            "commitment": "monthly",
            "basis": "$14.99/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Annual",
            "monthly_equivalent_native": 6.67,
            "total_native": 79.99
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Monthly",
              "price": "$14.99/ mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Annual",
              "price": "$79.99 / year",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 14.99,
        "monthly_usd": 14.99,
        "headline": "Free plan; paid from $14.99/mo; $6.67/mo equivalent billed annually",
        "summary": "Free plan; paid from $14.99/mo; $6.67/mo equivalent billed annually. Workbench shows a free option, a $14.99 monthly price, and an annual price of $79.99."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "claude_computer_use",
      "name": "Claude Computer Use",
      "url": "https://computertech.co/claude-computer-use-review/",
      "short_summary": "Controls a macOS computer like a human—opening apps, clicking, typing, navigating browsers, editing spreadsheets, and running developer tools to automate deskt…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Claude Pro",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Claude Pro",
              "price": "$20/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Claude Max",
              "price": "$100/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "From $20/mo",
        "summary": "From $20/mo. Claude Computer Use is described as available to Claude Pro subscribers at $20/mo and Claude Max subscribers at $100/mo."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "dirac",
      "name": "Dirac",
      "url": "https://github.com/dirac-run/dirac",
      "short_summary": "autonomous coding agent that performs code edits, refactoring, and executes terminal commands on software projects",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public pricing plans were identified in the available homepage content."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ghost_os",
      "name": "Ghost Os",
      "url": "https://ghostwright.dev/ghost-os",
      "short_summary": "provides AI agents with full computer-use on macOS, letting them see and operate every app via the accessibility tree, with self-learning reusable recipes",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Ghost OS",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Ghost OS is presented with a $0 offer for full computer-use AI agent functionality on macOS."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "local_mcp",
      "name": "Local MCP",
      "url": "https://local-mcp.com",
      "short_summary": "Gives AI agents direct local access to desktop and productivity apps to execute workflows (read/send email, book meetings, log data to Excel, file attachments,…",
      "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": "high",
      "upvotes": 0
    },
    {
      "agent_id": "minicor",
      "name": "Minicor",
      "url": "https://minicor.com/",
      "short_summary": "automates legacy desktop and web applications using self-healing computer use agents that read and write to systems of record",
      "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": "high",
      "upvotes": 0
    },
    {
      "agent_id": "open_interpreter",
      "name": "Open Interpreter",
      "url": "https://www.openinterpreter.com/",
      "short_summary": "reads, edits, and creates documents (Word, Excel, PDF) and runs as a desktop/terminal agent for knowledge work like filling PDF forms, building spreadsheets, o…",
      "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": "high",
      "upvotes": 0
    },
    {
      "agent_id": "openadapt",
      "name": "Openadapt",
      "url": "https://openadapt.ai/",
      "short_summary": "automates GUI/desktop application workflows by recording human demonstrations, training models, and deploying agents that operate any software",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Hosted",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Local",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Hosted",
              "price": "$29 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Talk to us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo",
        "summary": "Free plan; paid from $29/mo. OpenAdapt offers a free local plan, hosted execution for $29 per month, and enterprise pricing by consultation."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "openowl",
      "name": "Openowl",
      "url": "https://openowl.dev/",
      "short_summary": "controls the desktop to automate tasks across any app or browser (clicking, typing, navigating) based on natural-language prompts",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 14,
            "monthly_usd": 14,
            "commitment": "monthly",
            "basis": "$14/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Pro",
            "monthly_equivalent_native": 14,
            "total_native": 167.99
          },
          "currency": "USD",
          "notes": [
            "other prices: Done-for-You $499 one-time (one-time)"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$14/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$167.99 billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Done-for-You",
              "price": "$499 one-time",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 14,
        "monthly_usd": 14,
        "headline": "Free plan; paid from $14/mo; $14/mo equivalent billed annually",
        "summary": "Free plan; paid from $14/mo; $14/mo equivalent billed annually. OpenOwl offers a free tier with 50 tool calls per day, Pro at $14/month or $167.99 billed yearly, and a $499 one-time done-for-you service."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "agentlimb",
      "name": "Agentlimb",
      "url": "https://agentlimb.com/",
      "short_summary": "Records browser tasks once as reusable 'muscles' and replays them so AI tools can drive the real Chrome browser with fewer tokens",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "AgentLimb",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. AgentLimb is presented as an open-source, locally run product with a listed price of 0USD and no paid plans publicly shown."
      },
      "home_niche": "browser-automation-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agentpilot",
      "name": "Agentpilot",
      "url": "https://agentpilot.ai/",
      "short_summary": "create, manage, and execute AI workflows ranging from a single LLM to complex multi-agent workflows",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Members",
            "monthly_native": 5,
            "monthly_usd": 5,
            "commitment": "monthly",
            "basis": "$5/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Members",
              "price": "$5/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "Free plan; paid from $5/mo",
        "summary": "Free plan; paid from $5/mo. Agent Pilot offers a free open-source plan and a Members plan priced at $5 per month with full support."
      },
      "home_niche": "ai-copilot-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agentsmith",
      "name": "AgentSmith",
      "url": "https://agentsmith.so/",
      "short_summary": "automates web browser tasks like clicks, form filling, navigation, scraping, and multi-step workflows from natural language",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 9.99,
            "monthly_usd": 9.99,
            "commitment": "monthly",
            "basis": "$9.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$9.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Let's talk",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "From $9.99/mo",
        "summary": "From $9.99/mo. AgentSmith offers Starter at $9.99/month and Pro at $29.99/month, while Custom pricing requires contacting the company."
      },
      "home_niche": "browser-automation-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agentvis",
      "name": "Agentvis",
      "url": "https://agentvis.muulor.workers.dev/",
      "short_summary": "A desktop AI agent runtime platform with multi-agent collaboration, 5-layer security defense, sandbox execution, visual interaction, and human-in-the-loop cont…",
      "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": "cloud_bot_operator",
      "name": "Cloud BOT Operator",
      "url": "https://www.c-bot.pro/en/operator/",
      "short_summary": "automatically performs browser operations (clicking, data entry, copy-and-paste, data processing and extraction) based on natural language instructions as part…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Transactions - 1000 TX",
            "monthly_native": 10,
            "monthly_usd": 10,
            "commitment": "monthly",
            "basis": "$10/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Community",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Lite",
              "price": "$50(exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Basic",
              "price": "$150(exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$500 (exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "On-Demand",
              "price": "$10(exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Personal",
              "price": "$10(exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Transactions - 1000 TX",
              "price": "$10 (exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Transactions - 3000 TX",
              "price": "$27 (exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Transactions - 5000 TX",
              "price": "$45 (exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Transactions - 10000 TX",
              "price": "$80 (exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Transactions - 30000 TX",
              "price": "$210 (exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Transactions - 50000 TX",
              "price": "$350 (exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Transactions - 100000 TX",
              "price": "$600 (exc.tax)/ month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free plan; paid from $10/mo",
        "summary": "Free plan; paid from $10/mo. Cloud BOT offers a permanently free Community plan and paid monthly plans starting at $10 before tax, with higher tiers and transaction options available."
      },
      "home_niche": "browser-automation-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "daymon",
      "name": "Daymon",
      "url": "http://daymon.io",
      "short_summary": "Local desktop app that adds scheduling, persistent memory, and background automation to Claude Desktop and Claude Code. Runs AI tasks on schedule 24/7 without…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Daymon is explicitly described as a free, open-source desktop app with no account or API key required."
      },
      "home_niche": "agent-runtime-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "glaze",
      "name": "Glaze",
      "url": "https://glaze.app/",
      "short_summary": "AI-powered desktop app builder that creates native Mac applications through natural language descriptions. Build local-first apps with OS integration, file sys…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 10,
            "monthly_usd": 10,
            "commitment": "monthly",
            "basis": "$10/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$10 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "Free during Beta",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free plan; paid from $10/mo",
        "summary": "Free plan; paid from $10/mo. Glaze offers a free plan, a Pro plan at $10 per month, and Team features free during the beta."
      },
      "home_niche": "ai-app-builder",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "iclr_cc",
      "name": "Iclr Cc",
      "url": "https://iclr.cc/virtual/2025/33149",
      "short_summary": "autonomously interacts with computers through a Graphical User Interface (GUI) to automate complex, multi-step computer tasks",
      "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-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/desktop-automation",
  "summary": {
    "niche": "desktop-automation",
    "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 $50/mo (8 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": 8,
          "reliability": "medium",
          "median": 50,
          "p25": 25.25,
          "p75": 132.5,
          "status": "ok"
        },
        {
          "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": 5,
          "reliability": "medium",
          "median": 11.99,
          "p25": 9,
          "p75": 20,
          "status": "ok"
        },
        {
          "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": 4,
          "reliability": "low",
          "median": 20,
          "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": 3,
          "reliability": "low",
          "median": 200,
          "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": 3,
          "reliability": "low",
          "median": 7.99,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 29,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "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": [
            4.02,
            1500
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "desktop-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/desktop-automation",
    "counts": {
      "listings_with_price_capture": 124,
      "listings_with_observed_public_price": 36,
      "providers_with_numeric_monthly_price_latest_scan": 17,
      "like_for_like_comparable_pairs": 14
    },
    "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": 20,
        "provider_count": 7,
        "plan_observation_count": 8,
        "data_confidence": 0.55,
        "data_confidence_basis": {
          "provider_component": 0.58,
          "observation_component": 0.4,
          "provider_count": 7,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "shellway",
            "usd": 5
          },
          {
            "provider": "bcd",
            "usd": 7.99
          },
          {
            "provider": "astropad_workbench",
            "usd": 10.83
          },
          {
            "provider": "deskclaw",
            "usd": 20
          },
          {
            "provider": "glasswarp_mcp_server",
            "usd": 20
          },
          {
            "provider": "surfer_2",
            "usd": 20
          },
          {
            "provider": "simular",
            "usd": 200
          }
        ],
        "p25": 9.41,
        "p75": 20
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 20,
        "provider_count": 13,
        "plan_observation_count": 19,
        "data_confidence": 0.99,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.95,
          "provider_count": 13,
          "plan_observation_count": 19
        },
        "reliability": "high",
        "members": [
          {
            "provider": "turix_ai",
            "usd": 0.65
          },
          {
            "provider": "termalin",
            "usd": 8
          },
          {
            "provider": "shellway",
            "usd": 9
          },
          {
            "provider": "bcd",
            "usd": 11.99
          },
          {
            "provider": "openowl",
            "usd": 14
          },
          {
            "provider": "desktop_commander_mcp",
            "usd": 20
          },
          {
            "provider": "noxgild",
            "usd": 20
          },
          {
            "provider": "openadapt",
            "usd": 29
          },
          {
            "provider": "deskclaw",
            "usd": 40
          },
          {
            "provider": "clicky",
            "usd": 60
          },
          {
            "provider": "claude_computer_use",
            "usd": 60
          },
          {
            "provider": "e2b_desktop",
            "usd": 150
          },
          {
            "provider": "simular",
            "usd": 350
          }
        ],
        "p25": 11.99,
        "p75": 60
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 99.5,
        "provider_count": 6,
        "plan_observation_count": 6,
        "data_confidence": 0.46,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.3,
          "provider_count": 6,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "shellway",
            "usd": 25
          },
          {
            "provider": "bcd",
            "usd": 29
          },
          {
            "provider": "glasswarp_mcp_server",
            "usd": 99
          },
          {
            "provider": "agent_mac",
            "usd": 100
          },
          {
            "provider": "deskclaw",
            "usd": 200
          },
          {
            "provider": "surfer_2",
            "usd": 200
          }
        ],
        "p25": 46.5,
        "p75": 175
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 752.01,
        "provider_count": 2,
        "plan_observation_count": 4,
        "data_confidence": 0.17,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.2,
          "provider_count": 2,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "turix_ai",
            "usd": 4.02
          },
          {
            "provider": "agent_mac",
            "usd": 1500
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 124,
      "listings_with_observed_public_price": 36,
      "normalized_observations": 38,
      "comparable_providers": 17,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "ambiguous_cadence": 12,
        "usage_not_monthly": 4,
        "one_time": 5,
        "free_or_zero": 1
      }
    },
    "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": {
      "ambiguous_cadence": 12,
      "usage_not_monthly": 4,
      "one_time": 5,
      "free_or_zero": 1
    },
    "billing_mix": {
      "freemium": 15,
      "free": 14,
      "subscription": 5,
      "one-time": 1,
      "usage": 1
    },
    "free_tier_share": 0.81,
    "top_providers": [
      {
        "agent_id": "agent_desktop_lahfir",
        "name": "Agent Desktop Lahfir",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or paid plan amounts were observed in the supplied repository page."
        },
        "observed": false
      },
      {
        "agent_id": "astropad_workbench",
        "name": "Astropad Workbench",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Monthly",
              "monthly_native": 14.99,
              "monthly_usd": 14.99,
              "commitment": "monthly",
              "basis": "$14.99/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Annual",
              "monthly_equivalent_native": 6.67,
              "total_native": 79.99
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0 /mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Monthly",
                "price": "$14.99/ mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Annual",
                "price": "$79.99 / year",
                "kind": "base_subscription",
                "billed": "annually"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 14.99,
          "monthly_usd": 14.99,
          "headline": "Free plan; paid from $14.99/mo; $6.67/mo equivalent billed annually",
          "summary": "Free plan; paid from $14.99/mo; $6.67/mo equivalent billed annually. Workbench shows a free option, a $14.99 monthly price, and an annual price of $79.99."
        },
        "observed": true
      },
      {
        "agent_id": "claude_computer_use",
        "name": "Claude Computer Use",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Claude Pro",
              "monthly_native": 20,
              "monthly_usd": 20,
              "commitment": "monthly",
              "basis": "$20/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Claude Pro",
                "price": "$20/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Claude Max",
                "price": "$100/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "From $20/mo",
          "summary": "From $20/mo. Claude Computer Use is described as available to Claude Pro subscribers at $20/mo and Claude Max subscribers at $100/mo."
        },
        "observed": true
      },
      {
        "agent_id": "dirac",
        "name": "Dirac",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No reliable public pricing plans were identified in the available homepage content."
        },
        "observed": false
      },
      {
        "agent_id": "ghost_os",
        "name": "Ghost Os",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Ghost OS",
                "price": "0USD",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. Ghost OS is presented with a $0 offer for full computer-use AI agent functionality on macOS."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "desktop-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "desktop-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "agent_desktop_lahfir"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "agent_desktop_lahfir"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}