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Reconciliation Automation

Query this niche via MCPmarket_report({ query: "Reconciliation Automation", response_mode: "summary" })
active marketmarket pulse 52/100commercial money present1 new builders in 30d22 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$72/mo
$50–$240 middle half · 4 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
$49/mo
2 providers · median of every priced plan point, all tiers · thin evidence
1.5×

Agents cost 1.5× MCPs across all tiers — median $72 vs $49. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $72
Puzzle Ai Accounting · $30
Digits Agl · $65
Open Accountant · $20
Intercompany Reconciliation Ai · $50
Puzzle Ai Accounting · $72
Digits Agl · $250
Digits Agl · $100
Puzzle Ai Accounting · $240
Intercompany Reconciliation Ai · $3,990
MCP servers $49
Invoice Table · $19
breezing · $29
Invoice Table · $49
breezing · $438
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of Reconciliation Automation (latest observation 2026-10-14T03:32:48.116Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "reconciliation-automation",
  "parent_sector": "finance-ops",
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    "slug": "reconciliation-automation",
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                "unit": "flat",
                "price": "$360 /mo",
                "monthly_usd": 360
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "finstatai",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$30 per million tokens",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 2,
            "offers": [
              {
                "provider": "cash_application_software_agen",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "intercompany_reconciliation_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 8,
          "normalized_observations": 18,
          "comparable_providers": 6,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "usage_not_monthly": 1,
            "ambiguous_cadence": 2,
            "unrankable_or_unparseable": 3
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "team_sme": 0,
      "pro": 0,
      "enterprise": 3
    },
    "billingMix": {
      "subscription": 4,
      "contact_sales": 3,
      "free": 3,
      "freemium": 3,
      "usage": 1
    },
    "freeTierShare": 0.43,
    "medianLowestUsd": 29.59
  },
  "movement": {
    "niche": "reconciliation-automation",
    "sector": "finance-ops",
    "pricedNow": 6,
    "pairs": 5,
    "repriced": [],
    "newlyPriced": [
      "invoice_table"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "composition",
    "narrative": "Composition change (average moved, but no agent changed its price): 1 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-15",
        "index": 96.739,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-16",
        "index": 96.739,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100.594,
        "pairs": 14,
        "dayChangePct": 3.98
      },
      {
        "day": "2026-09-18",
        "index": 100.594,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100.594,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100.594,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100.594,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100.594,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100.594,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100.594,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100.594,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100.594,
        "pairs": 12,
        "dayChangePct": 0
      }
    ],
    "latest": 100.594,
    "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": "ai_financial_reconciliation_ag",
      "name": "AI Financial Reconciliation Agent",
      "url": "https://v7labs.com/agents/financial-reconciliation-agent",
      "short_summary": "Automates financial reconciliation by comparing transactions between two data sources (bank statements, GL, credit card statements, invoices) and flagging disc…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": []
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). V7 does not publish a public price list and scopes a fixed annual agreement through a custom quote based on platform access, users, and document volume."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "breezing",
      "name": "Breezing",
      "url": "https://breezing.io/",
      "short_summary": "syncs crypto transactions into accounting systems and automates crypto accounting workflows",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Basic",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Basic (annual billing)",
            "monthly_equivalent_native": 29.17,
            "total_native": 350
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Basic",
              "price": "$29 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Basic (annual billing)",
              "price": "$350 /year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Standard",
              "price": "$75 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Standard (annual billing)",
              "price": "$900 /year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Professional",
              "price": "$250 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Professional (annual billing)",
              "price": "$3,000 /year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Advanced",
              "price": "$625 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Advanced (annual billing)",
              "price": "$7,500 /year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Premium",
              "price": "$1,542 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Premium (annual billing)",
              "price": "$18,500 /year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Scale",
              "price": "$2,917 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale (annual billing)",
              "price": "$35,000 /year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "From $29/mo; $29.17/mo equivalent billed annually",
        "summary": "From $29/mo; $29.17/mo equivalent billed annually. Breezing offers six subscription plans from $29/month for 600 transactions to $2,917/month for 1,500,000 transactions, with custom enterprise pricing available above that volume."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "cash_application_software_agen",
      "name": "Cash Application Software",
      "url": "https://highradius.com/product/cash-application-automation",
      "short_summary": "Automates cash application by matching incoming payments to open invoices and handling exceptions, achieving 90%+ straight-through cash posting via 13 AI agents",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Outcome Based Pricing",
              "price": "Contact sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). HighRadius describes outcome-based pricing with no upfront or implementation fees, but the post-go-live gain-share rate is not publicly disclosed."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "financial_reconciliation_ai_ag",
      "name": "Financial Reconciliation AI Agent",
      "url": "https://putitforward.com/platform/agents/operations-and-finance/financial-reconciliation-agent",
      "short_summary": "Auto-matches transactions across billing, ERP, and payment systems, flags discrepancies, proposes corrections, and accelerates month-end close",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": []
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Put It Forward describes tailored pay-as-you-go pricing but provides no public plan prices and directs buyers to request pricing information."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "finstatai",
      "name": "Finstatai",
      "url": "https://finstat.ai",
      "short_summary": "Your AI runs the books. Hand it bank and card statements, invoices, bills and receipts; get reconciled\n  double-entry books with every number traceable to the…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Free to Start",
              "per": "per unit",
              "text": "$1,000,000 per unit"
            },
            {
              "line": "Usage-based",
              "per": "per million",
              "text": "$30 per million"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free to Start",
              "price": "1,000,000 tokens free",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Usage-based",
              "price": "$30 per million tokens",
              "kind": "usage_rate",
              "unit": "million",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$1,000,000 per unit; $30 per million (usage-based)",
        "summary": "$1,000,000 per unit; $30 per million (usage-based). FinStat provides 1,000,000 free tokens, then charges $30 per million tokens for usage-based accounting work."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "hellobooksaiagents",
      "name": "HelloBooksAIAgents",
      "url": "https://agents.hellobooks.ai",
      "short_summary": "provides MCP server for AI agents to access HelloBooks product data and capabilities",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The homepage indicates a free HelloBooks public MCP offering, while detailed paid plan prices are not publicly shown in the supplied context."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "intercompany_reconciliation",
      "name": "Intercompany Reconciliation",
      "url": "https://kognitos.com/use-case/intercompany-reconciliation",
      "short_summary": "Extracts intercompany transaction data from multiple ERPs/ledgers, performs automated matching, identifies discrepancies, facilitates resolution workflows, and…",
      "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 are shown on the supplied Kognitos pages."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "stacks",
      "name": "Stacks",
      "url": "https://stacks.ai/",
      "short_summary": "Automates financial close: reconciles transactions, prepares journals/accruals, matches intercompany balances, processes AR/cash, and drafts variance analysis…",
      "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": "ai_media_spend_reconciliation_",
      "name": "AI Media Spend Reconciliation Agent",
      "url": "https://cassidyai.com/solutions/ai-media-spend-reconciliation-agent",
      "short_summary": "Automates media spend reconciliation for marketing agencies—invoice matching, three-way matching of insertion orders/delivery data/vendor invoices, sequential…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown; prospective customers are directed to get in touch or book a demo."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "balance_sheet_reconciliation_a",
      "name": "Balance Sheet Reconciliation Agent",
      "url": "https://adoption.microsoft.com/en-us/scenario-library/finance/balance-sheet-reconciliation-agent",
      "short_summary": "Performs balance sheet reconciliation by detecting variances, identifying missing records, analyzing root causes, and recommending/automating corrections",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "appliedai_studio",
      "name": "Applied AI Studio",
      "url": "https://studio.appliedai.club/finance",
      "short_summary": "Builds custom AI systems for finance teams that extract, compare, and flag issues for invoice matching, fraud/duplicate detection, revenue recognition (ASC 606…",
      "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": "accounts-payable-automation",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/reconciliation-automation",
  "summary": {
    "niche": "reconciliation-automation",
    "sector": "finance-ops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $61/mo (4 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 61,
          "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": 240,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            30,
            65
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            19,
            29
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            49,
            437.5
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "reconciliation-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/reconciliation-automation",
    "counts": {
      "listings_with_price_capture": 23,
      "listings_with_observed_public_price": 14,
      "providers_with_numeric_monthly_price_latest_scan": 6,
      "like_for_like_comparable_pairs": 5
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": 4,
        "driver": "puzzle_ai_accounting's \"Starter\" $25→$30 (+20%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 29.5,
        "provider_count": 4,
        "plan_observation_count": 4,
        "data_confidence": 0.31,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.2,
          "provider_count": 4,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "invoice_table",
            "usd": 19
          },
          {
            "provider": "breezing",
            "usd": 29
          },
          {
            "provider": "puzzle_ai_accounting",
            "usd": 30
          },
          {
            "provider": "digits_agl",
            "usd": 65
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 61,
        "provider_count": 6,
        "plan_observation_count": 9,
        "data_confidence": 0.49,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.45,
          "provider_count": 6,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "open_accountant",
            "usd": 20
          },
          {
            "provider": "invoice_table",
            "usd": 49
          },
          {
            "provider": "intercompany_reconciliation_ai",
            "usd": 50
          },
          {
            "provider": "puzzle_ai_accounting",
            "usd": 72
          },
          {
            "provider": "digits_agl",
            "usd": 250
          },
          {
            "provider": "breezing",
            "usd": 437.5
          }
        ],
        "p25": 49.25,
        "p75": 205.5
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 1578.5,
        "provider_count": 4,
        "plan_observation_count": 5,
        "data_confidence": 0.32,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.25,
          "provider_count": 4,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "digits_agl",
            "usd": 100
          },
          {
            "provider": "puzzle_ai_accounting",
            "usd": 240
          },
          {
            "provider": "breezing",
            "usd": 2917
          },
          {
            "provider": "intercompany_reconciliation_ai",
            "usd": 3990
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 23,
      "listings_with_observed_public_price": 14,
      "normalized_observations": 18,
      "comparable_providers": 6,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "usage_not_monthly": 1,
        "ambiguous_cadence": 2,
        "unrankable_or_unparseable": 3
      }
    },
    "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": {
      "usage_not_monthly": 1,
      "ambiguous_cadence": 2,
      "unrankable_or_unparseable": 3
    },
    "billing_mix": {
      "subscription": 4,
      "contact_sales": 3,
      "free": 3,
      "freemium": 3,
      "usage": 1
    },
    "free_tier_share": 0.43,
    "top_providers": [
      {
        "agent_id": "ai_financial_reconciliation_ag",
        "name": "AI Financial Reconciliation Agent",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": []
          },
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Contact sales (no public price). V7 does not publish a public price list and scopes a fixed annual agreement through a custom quote based on platform access, users, and document volume."
        },
        "observed": true
      },
      {
        "agent_id": "breezing",
        "name": "Breezing",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Basic",
              "monthly_native": 29,
              "monthly_usd": 29,
              "commitment": "monthly",
              "basis": "$29/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Basic (annual billing)",
              "monthly_equivalent_native": 29.17,
              "total_native": 350
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Basic",
                "price": "$29 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Basic (annual billing)",
                "price": "$350 /year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Standard",
                "price": "$75 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Standard (annual billing)",
                "price": "$900 /year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Professional",
                "price": "$250 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Professional (annual billing)",
                "price": "$3,000 /year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Advanced",
                "price": "$625 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Advanced (annual billing)",
                "price": "$7,500 /year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Premium",
                "price": "$1,542 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Premium (annual billing)",
                "price": "$18,500 /year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Scale",
                "price": "$2,917 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale (annual billing)",
                "price": "$35,000 /year billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "From $29/mo; $29.17/mo equivalent billed annually",
          "summary": "From $29/mo; $29.17/mo equivalent billed annually. Breezing offers six subscription plans from $29/month for 600 transactions to $2,917/month for 1,500,000 transactions, with custom enterprise pricing available above that volume."
        },
        "observed": true
      },
      {
        "agent_id": "cash_application_software_agen",
        "name": "Cash Application Software",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Outcome Based Pricing",
                "price": "Contact sales",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Contact sales (no public price). HighRadius describes outcome-based pricing with no upfront or implementation fees, but the post-go-live gain-share rate is not publicly disclosed."
        },
        "observed": true
      },
      {
        "agent_id": "financial_reconciliation_ai_ag",
        "name": "Financial Reconciliation AI Agent",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": []
          },
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Contact sales (no public price). Put It Forward describes tailored pay-as-you-go pricing but provides no public plan prices and directs buyers to request pricing information."
        },
        "observed": true
      },
      {
        "agent_id": "finstatai",
        "name": "Finstatai",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "Free to Start",
                "per": "per unit",
                "text": "$1,000,000 per unit"
              },
              {
                "line": "Usage-based",
                "per": "per million",
                "text": "$30 per million"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Free to Start",
                "price": "1,000,000 tokens free",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              },
              {
                "name": "Usage-based",
                "price": "$30 per million tokens",
                "kind": "usage_rate",
                "unit": "million",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$1,000,000 per unit; $30 per million (usage-based)",
          "summary": "$1,000,000 per unit; $30 per million (usage-based). FinStat provides 1,000,000 free tokens, then charges $30 per million tokens for usage-based accounting work."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "reconciliation-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "reconciliation-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "ai_financial_reconciliation_ag"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "ai_financial_reconciliation_ag"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

10 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Breezingsyncs crypto transactions into accounting systems and automates crypto accounting workflows
mcp$29from / mo52.5% below88% livemcp52.5% below median88% live
HelloBooksAIAgentsprovides MCP server for AI agents to access HelloBooks product data and capabilities
mcpFreefree to use—88% livemcp88% live
Digits AGL (Agentic General Ledger)Automates bookkeeping, transaction categorization, classification, and real-time reconciliation; performs month-end close, accruals/depreciation schedule entri…
mcp$65from / mo6.6% above88% livemcp6.6% above median88% live
Intercompany Reconciliation AI Agentmatches intercompany transactions across entities, handles tolerance thresholds and foreign exchange differences, and surfaces unresolved items before consolid…
agent$50from / mo18% below88% liveagent18% below median88% live
Invoice TableReview invoice records, flag duplicates, validate totals, and prepare spreadsheet-safe CSV.
mcp$19from / mo68.9% below100% livemcp68.9% below median100% live
ZenoZeno is an AI bookkeeper for small Swiss companies. It reads incoming documents, books invoices and receipts, reconciles them with the bank, and keeps the bala…
mcpFreefree to use—livemcplive
Benchmark Inventory Ledger RecFree to compete: testnet faucet funds everything. Rebuild true stock from messy ledgers.
mcpFreefree to use—88% livemcp88% live
DocytAI-powered accounting automation platform that performs automated bank reconciliation, transaction categorization, and bookkeeping workflows. Uses artificial i…
agent$100from / mo63.9% above88% liveagent63.9% above median88% live
Open AccountantOpen-source AI bookkeeper agent that runs locally on your machine. Imports bank statements, categorizes transactions with AI, and generates financial insights—…
agent$99from / mo62.3% above88% liveagent62.3% above median88% live
Puzzle Ai AccountingAI-native accounting software that automates bookkeeping, month-end close, and financial reporting for startups and accounting firms. Features AI Close agents…
agent$30from / mo50.8% below88% liveagent50.8% below median88% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.