The short answer
FloQast organizes the close workflow — checklists, task tracking, audit trails, and process discipline. Numeric covers close management with a more modern interface and adds analytics and defined-workflow automation — variance analysis, flux narratives, cash reconciliation, and standardized journal entries. Both improve visibility into the close. Neither generates the working papers, non-cash reconciliations, rollforwards, or judgment-heavy journal entries that consume most of the close. Ledge, an agentic close execution platform, covers close management and analytics while also executing the preparation work that both platforms leave to the team.
The discussion below includes quotes from conversations with 100+ finance leaders and controllers across mid-market and enterprise organizations. Specific quotes are attributed by role and company type.
FloQast vs Numeric at a glance
What is FloQast?
FloQast is a close management platform built around task tracking, workflow coordination, and audit readiness. It gives controllers a centralized view of who is doing what across the close, with checklists, sign-off workflows, and documentation that auditors appreciate.
FloQast’s strengths are real. Finance leaders consistently cite the audit trail and process discipline as genuine value. One VP of Finance at a mid-market SaaS company put it simply:
“I like FloQast. I like the audit trail for my auditors.”
The platform has wide mid-market adoption and doesn’t try to replace Excel—it layers on top of how teams already work.
Where FloQast draws criticism is in what happens after the checklist. Teams still pull data, build reconciliations, prepare working papers, and draft journal entries manually—then upload the finished product to FloQast. A controller at a mid-market SaaS company described it directly:
“FloQast, the way we use it, feels like a glorified just task tracker, and that’s not good enough for us.”
That phrase —“glorified task tracker”—comes up unprompted across multiple companies.
The maintenance burden compounds over time. One accounting leader at a mid-market tech company said:
“I don’t have time to maintain it… we’re not even using half the functionality that exists within it.”
He described the sign-off workflow as creating more work than it saves:
“It’s making my life more miserable because you have to set up the parameters and then you have all these sign-offs and then it’s like we’re just spending time signing off that things are reconciled.”
FloQast has introduced AI features as add-on modules at an additional cost. Customer reception has been mixed, with some finance leaders questioning whether the capabilities represent meaningful automation or incremental functionality on top of the existing tracking architecture.
What is Numeric?
Numeric is a close management, analytics, and automation platform. It covers the same territory as FloQast—checklists, task tracking, close visibility, dependency management—with a more modern interface, and adds analytics and defined-workflow automation on top.
Numeric’s flux and variance analysis is where users report the most value. The platform generates variance narratives, provides AI-assisted explanations, and gives finance leadership structured visibility into close results.
Beyond close management and analytics, Numeric automates work in specific, well-defined areas. Cash reconciliation, rules-based transaction processing, and standardized journal entry patterns can be automated and posted directly to the ERP. These are real capabilities that reduce manual effort in structured, repeatable processes.
Numeric’s pricing typically ranges from $20K to $40K per year—meaningfully lower than FloQast. One VP Controller noted that when his company evaluated both...
“Numeric won. My understanding is they probably won on cost.”
Where Numeric’s model reaches its limits is in the working-paper layer. Even when fully implemented, working papers live outside the system. Non-cash reconciliations, rollforwards, custom schedules, exception-heavy models, and judgment-driven journal entries remain manual—built in spreadsheets, then imported into Numeric for reporting and review.
One VP Controller at a mid-market fintech company described his team’s experience:
“Numeric has been fine, I guess. I don’t think that we are fully utilizing it or all of its capabilities, but it’s currently being used pretty much as a close checklist and as a place to aggregate all of the reconciliations.”
FloQast vs Numeric: where they differ
Core architecture: where they overlap and where Numeric goes further
Both platforms handle close management—task tracking, checklists, and visibility into close status. FloQast built its reputation here: task assignments, sign-off workflows, audit-ready documentation, and process discipline. Numeric covers the same close orchestration with a more modern interface, then goes further with centralized reporting, variance analysis, and automation of defined workflows like cash reconciliation and standardized journal entries.
FloQast’s edge is depth of audit trail and process discipline. Numeric’s edge is flux analysis, transaction automation, and a more modern UX at a lower price point.
Where Numeric goes further: transaction and journal entry automation
Numeric automates cash workflows, rules-based transaction processing, and standardized journal entry patterns—and can post those entries directly to the ERP. This is a genuine differentiator over FloQast, which tracks and stores but doesn’t execute.
For teams with high-volume, repeatable processes, Numeric’s automation removes real manual effort. Finance leaders who evaluate both platforms often cite this gap alongside the price difference as deciding factors.
FloQast’s automation story centers on its AI add-on agents, which are set up by FloQast’s customer success team and carry an additional cost. Customer reception has varied, with some describing the experience as opaque and maintenance-heavy.
Where they converge: working papers still live in Excel
This is the structural gap both platforms share. FloQast stores working papers that teams upload after building them manually. Numeric references and reports on working papers, but doesn’t generate them.
Neither platform builds the spreadsheets. Non-cash reconciliations, rollforwards, custom schedules, exception-heavy models, and company-specific calculations remain manual in both. A CPA at a healthcare SaaS company who had been using Numeric for about a year described the experience:
“A lot of manual reconciliations that take a lot of the close time — three, four days.”
A financial controller at a fintech company offered a more direct assessment after implementing Numeric: “There’s still so much manual work.”
AI approach: bolt-on agents vs native intelligence
FloQast’s AI capabilities are add-on modules at additional cost, manually configured by FloQast’s customer success team. One SVP of Finance at a technology company described her impression:
“To me, it’s like a bot. There’s no difference than a bot where you write a bunch of code and ask the bot to do certain things.”
Numeric’s AI is more native to the product. Flux narratives, variance explanations, and analytical automation are built into the platform rather than layered on as add-ons. This is the part of Numeric that users value most—intelligence embedded natively in the platform rather than appended as extra-cost modules.
The distinction matters, but it also highlights a shared boundary. Both platforms apply AI to help teams understand, explain, or coordinate close results. Neither applies AI to generate the underlying preparation work—the working papers, non-cash reconciliations, and judgment-heavy journal entries that consume most of the close.
Pricing and value: the cost-to-automation gap
FloQast typically runs $40K to $80K per year, depending on modules and team size. Numeric typically runs $20K to $40K per year, depending on complexity. Numeric often wins head-to-head evaluations on cost, and delivers more capability for the price—close management plus analytics and automation, versus close management alone.
But for both platforms, the ROI question ultimately lands in the same place. Finance teams report paying for tools that improve visibility and automate structured workflows, while the preparation work that drives headcount and close timelines remains unchanged. One VP Corporate Controller at a mid-market software company observed:
“Neither FloQast or Numeric are one of those tools where I’d say this tool is now going to reduce the number of people I need on my team.”
Best-fit company profile
FloQast fits best when the team’s primary need is audit trail depth and process discipline, and their close workflow is the main bottleneck—not the preparation workload. If the close lacks structure—tasks fall through cracks, sign-offs are informal, audit preparation is chaotic—FloQast provides the framework to organize it.
Numeric fits best when the team wants close management with a more modern interface, plus analytics and defined-workflow automation. If the team needs flux narratives, cash automation, standardized journal entry processing, and strong variance analysis—and the working-paper preparation is manageable—Numeric delivers more capability at a lower price point.
What finance leaders actually say
On FloQast
The most consistent theme across finance leaders who’ve used FloQast is the gap between what it tracks and what it does. A VP of Finance at a SaaS company described it this way:
“A significant amount of time is still spent on manual processes outside the platform.”
The maintenance burden is another recurring theme. One accounting leader at a mid-market networking company described how FloQast itself became a time sink:
“It’s making my life more miserable because you have to set up the parameters and then you have all these sign-offs and then it’s like we’re just spending time signing off that things are reconciled.”
On FloQast’s AI products, practitioner feedback has been cautious. A finance leader at a mid-market SaaS company said:
“FloQast AI demos haven’t been that impressive.”
On Numeric
Finance leaders who use Numeric tend to describe it positively. Teams use it for close management and task tracking alongside its analytics capabilities, with flux and variance analysis being where satisfaction is highest.
Where the conversation shifts is in what Numeric doesn’t touch. A CPA at a healthcare SaaS company described ongoing reconciliation work:
“A lot of manual reconciliations that take a lot of the time—three, four days.” And a VP Controller at a fintech with 40 entities described his team’s usage: “It’s currently being used pretty much as a close checklist and as a place to aggregate all of the reconciliations.”
One data point that surfaces in evaluations: Numeric’s data context. An assistant controller at a mid-market database company noted a structural limitation:
“The fact that Numeric is only integrated with the ERP means that it can only provide an explanation with the data that’s in the ERP.” For teams that need variance analysis across multiple systems—ERP, banks, billing platforms—this scope constraint matters.
The gap both tools leave open
FloQast and Numeric each solve real problems. FloQast brings structure and accountability to the close workflow. Numeric brings that same structure with a more modern interface, plus analytics, variance analysis, and automation in defined processes.
But finance teams consistently describe a gap that neither fills: the preparation layer.
Working papers are still built manually in spreadsheets. Non-cash reconciliations are still rebuilt every month. Rollforwards, custom schedules, and exception-heavy models are still prepared by hand. Judgment-heavy journal entries are still drafted from scratch.
This preparation work is where the majority of close time goes. It’s the layer that drives headcount decisions, determines how many days the close takes, and creates the most risk for errors. And it’s the layer that neither FloQast nor Numeric was designed to execute.
The pattern across the companies we have worked with is consistent: teams don’t need more visibility into the work. They need less of the work itself. As one VP of Finance put it:
“I think the shift is going to be looking for the ‘do it for me’ tools.”
A third approach: agentic close execution platforms like Ledge
A newer category of close technology—agentic close execution—is built around a different premise. The system covers close management and analytics—like FloQast and Numeric — and then goes further by executing the preparation work directly.
In this model, an AI agent functions as a digital accountant. It pulls data from source systems—ERP, banks, billing platforms, payroll, CRM—and uses that data to generate the close outputs that teams traditionally build by hand. Working papers with live formulas and source data tabs. Reconciliations at the transaction level. Journal entry drafts posted directly to NetSuite. Flux analysis that draws on cross-system data, not just ERP balances.
Accountants review, adjust, and approve. But they don’t rebuild.
Ledge is built around this approach. The outputs are spreadsheet-native—real Excel files with formulas, not proprietary dashboards or static reports. Every number traces back to its source. The agent learns from feedback and carries context forward period over period, so the work compounds rather than resets.
One VP of Finance described Ledge as “similar to Numeric to a point and then another level on top of that with automation and data from external sources.” A VP Controller at a lending company saw the fit more directly:
“Ledge is a replacement for Numeric with significant value add.”
For finance teams whose main constraint is not only visibility into the work but also the volume of manual work, the category shift from orchestration to execution changes the fundamental economics of the close.
Which platform should you choose?
Choose FloQast if
Your primary need is audit trail depth and process discipline, and close orchestration is the main bottleneck—not the preparation workload. You need a centralized audit trail, structured sign-off workflows, and a clear view of who is doing what across the close. Your team’s working-paper preparation process is low effort, and the main value you need is organizational structure and audit readiness.
Choose Numeric if
You want close management with a more modern interface, plus strong analytics and defined-workflow automation. You want flux narratives, AI-assisted variance explanations, and the ability to automate cash workflows and standardized journal entries. You value a modern UX and a lower price point. You don’t need to pull data from many systems, and working-paper preparation is little effort; analytics and defined-workflow automation are where you need the most help.
Consider agentic close execution like Ledge if
You want one platform that covers close management, variance analysis, and the preparation work—not just one of the three. Your team spends days every month rebuilding working papers, running cash and non-cash reconciliations, preparing rollforwards, and drafting journal entries, and you want a system that generates those outputs while also organizing the close and reporting on the results. Ledge connects directly to 150+ data sources—NetSuite, banks, billing platforms, HRIS, CRM, payroll—so agents work from live, cross-system data rather than a single GL feed or manual CSV uploads. Every output is spreadsheet-native: real Excel files with formulas accountants can trace and auditors can reperform, not dashboards or static reports.
What comes next
If you’re evaluating close platforms, these resources go deeper:
- Ledge vs FloQast: detailed comparison for teams considering a switch from FloQast
- Ledge vs Numeric: detailed comparison for teams using or evaluating Numeric
- See Ledge in action: a walkthrough of agentic close execution with your own data
Frequently asked questions
Is Numeric cheaper than FloQast?
Yes, meaningfully so. Finance leaders report FloQast pricing typically ranges from $40K to $80K per year depending on modules and team size. Numeric pricing typically ranges from $20K to $40K per year. One VP Controller noted that when his organization evaluated both, Numeric won primarily on cost. For teams that need close management with analytics and defined-workflow automation, Numeric delivers more capability at a lower price point. Finance leaders report a fundamentally different ROI profile with agentic platforms like Ledge because the system executes the preparation work—generating working papers, running reconciliations, drafting journal entries—while also covering close management and analytics. Teams consistently describe reclaiming hours and headcount capacity that neither tracking nor analytics tools could deliver.
What’s the biggest difference between FloQast and Numeric?
Both platforms handle close management—checklists, task tracking, close visibility. FloQast’s edge is its audit trail depth and process discipline. Numeric covers the same close management with a more modern interface and adds analytics and defined-workflow automation—flux narratives, cash workflows, and standardized journal entries posted directly to NetSuite. Neither generates working papers or handles the preparation layer end-to-end—an area where Ledge covers close management, analytics, and the preparation work in one platform.
Does FloQast have AI capabilities?
FloQast has introduced AI features as add-on modules at additional cost. These are built and configured by FloQast’s customer success team. Practitioner reception has been mixed—some finance leaders describe the functionality as incremental rather than transformative. The AI capabilities sit on top of FloQast’s existing task-tracking architecture.
Does Numeric automate reconciliations?
Numeric automates cash workflows and rules-based, high-volume transaction processing. It also automates standardized journal entry patterns and can post entries directly to the ERP. However, non-cash reconciliations, rollforwards, custom schedules, and exception-heavy models remain manual—teams still build these in spreadsheets outside the system. For end-to-end reconciliation automation, including non-cash workflows, Ledge generates full reconciliation tie-outs and working papers with live formulas and handles transaction-level matching across source systems.
What is agentic close execution?
Agentic close execution is a category of close technology where AI agents handle the full scope of close work — close management, analytics, and the preparation work that accountants traditionally do in spreadsheets. The system covers task tracking and variance analysis while also executing working papers, reconciliations, journal entries, and flux analysis. Ledge pioneered this approach, using AI agents that pull data from 150+ source systems, generate spreadsheet-native outputs with live formulas, and post entries directly to NetSuite. Accountants review and approve rather than rebuild.
What do FloQast and Numeric both miss?
Both platforms improve different aspects of the close—FloQast improves workflow structure and audit readiness, Numeric adds a more modern close management interface, plus analytics and automation in defined processes. But neither generates working papers, automates non-cash reconciliations end-to-end, handles judgment-heavy journal entries, or executes the preparation work that consumes the majority of close time. This preparation layer is the gap that agentic close execution platforms like Ledge are designed to fill—covering close management, analytics, and preparation execution in one platform.
Should I switch from FloQast to Numeric or vice versa?
It depends on where your pain is. If you’re on FloQast and your main frustration is analytics—you want better variance analysis, flux narratives, and automation in structured workflows—Numeric may be a better fit at a lower price point, and you won’t lose close management capability in the switch. If you’re on Numeric and your main frustration is process discipline—tasks falling through cracks, inconsistent sign-offs, weak audit trail—FloQast may provide deeper structure in those areas. If your main frustration with either platform is that the manual preparation work hasn’t changed—you’re still rebuilding working papers, running reconciliations, and drafting journal entries every month—the pain is in the preparation layer that neither platform executes. Ledge covers close management, analytics, and preparation in one platform.
