Key takeaways
- The best account reconciliation software depends on how much of the work you want finished for you: BlackLine for high-volume matching, FloQast for a structured close, Numeric for tied accounts that submit themselves, and our Close Agent for reconciliations prepared and investigated before review.
- Matching is now standard across these tools, and several certify tied or low-risk accounts on their own, so compare how far each one takes an exception before a person steps in.
- Vendr's buyer data, checked November 2, 2026, puts the median BlackLine contract at $40,125 a year and the median FloQast contract at $24,663 a year.
Account reconciliation software matches your general ledger to bank statements, subledgers, and other source records, prepares the reconciliation, and routes anything that doesn't tie to a reviewer. The right tool gives you a faster close, catches discrepancies before your auditors do, and keeps your team's time on judgment instead of tick and tie. This guide compares six tools on the five steps of reconciliation work, with prices, a worked Stripe example, and a one-month test you can run before you buy.
We wrote this guide and make one of the tools on this list. Every tool, ours included, is described from its vendor's own published material, checked on November 2, 2026.
What is account reconciliation software?
Knowing the types of reconciliation up front helps you match a tool to the accounts that take your team the most time.
Account reconciliation software compares a balance in your general ledger with independent evidence, such as a bank statement or subledger report. It then documents why the two agree or differ. Dedicated tools also match transactions line by line, track open items, and keep the support attached for audit.
- Bank reconciliationMatches each bank statement line to the cash entries in your ledger
- Balance sheet reconciliationSubstantiates each balance sheet account, such as prepaids, accruals, and clearing accounts, at period end
- Subledger reconciliationTies a subledger, such as receivables, payables, or fixed assets, to its control account in the general ledger, which is what “GL and SL reconciliation” means
- Intercompany reconciliationMatches balances and transactions between your legal entities so they eliminate on consolidation
Reconciliation is often split into two types: bank reconciliations and balance sheet reconciliations. For the full process behind each one, see What is month-end close? and Account reconciliation: Meaning, process, and examples.
What is the best account reconciliation software?
Matching the tool to your situation helps you avoid paying for unused automation.
The best account reconciliation software is the one that finishes the most reconciliations for your team, not the one with the highest match rate. For mid-market and enterprise finance teams in 2026, these six tools cover the main situations.
| Tool | Best for | Public price signal |
|---|---|---|
| Empty Spaces | Reconciliations prepared, investigated, and drafted for your sign-off, on the ERP you already run | Not published |
| BlackLine | High-volume transaction matching at large, multi-entity groups | Vendr median $40,125 a year |
| FloQast | A structured close with reconciliations and sign-offs in one place | Vendr median $24,663 a year |
| Numeric | NetSuite teams that want tied accounts to submit themselves below a threshold | Not published |
| HighRadius | Rule-based adjusting entries for unmatched items | Not published |
| Trintech Adra | Risk-based balance sheet reconciliation for mid-market teams | Not published |
The five steps of reconciliation, and where each tool stops
Scoring every tool on the same five steps helps you see how much work stays with your team after the software runs.
For this comparison, every tool is scored against the same five-step chain:
- MatchPair transactions across sources, such as bank lines to cash entries
- PrepareBuild the reconciliation, with the balance comparison and its support
- InvestigateWork out why each unmatched item or difference exists
- CorrectDraft and post the entry that fixes a real error
- CertifySign off the reconciliation as complete and accurate
The table below shows what each vendor states its product does at each step, from its own pages on November 2, 2026.
| Tool | Match | Prepare | Investigate | Correct | Certify |
|---|---|---|---|---|---|
| Empty Spaces | Reads every line, matches transactions with a counterpart, and investigates what remains | Prepares each reconciliation with evidence attached | Traces every unmatched line to its source record and classes it | Drafts the entry with evidence; posts after a named approver approves | Prepared for the account owner, who signs off |
| BlackLine | Rule-based transaction matching | Verity Prepare prepares reconciliations for human review | Verity Prepare isolates anomalies, writes explanations for variances, and compiles an audit-ready reconciliation package for human sign-off | Creates journal entries and reconciling items from matching data | Auto-certification: 66% of a pilot team's reconciliations at Aviva Canada, as of March 2015 |
| FloQast | AI Transaction Matching | Prep, tie-out, and materiality thresholds | Tracks each untied item with an owner, description, and age | Journal Entry Management creates entries, routes them for review and approval, and auto-posts them | Auto sign-off for unchanged and zero-balance accounts |
| Numeric | Matches to GL transactions | Prepares reconciliations against source files | Drills down to the GL transactions behind a break | Drafts and posts entries from exceptions without switching tools | Auto-submits accounts that tie within your materiality threshold |
| HighRadius | 90% and 95% auto-match, both cited on its page | Automates reconciliation prep | Prioritizes exceptions by financial impact and recommends corrections from root-cause analysis | Generates adjusting entries for unmatched items and posts approved ones | Auto-certifies accounts with zero balance and no activity, or balances within the configured tolerance |
| Trintech Adra | Transaction matching | Adra Balancer for balance sheet accounts | Leaves key accounts, such as receivables and payables, to preparers | Journal entry module in the Adra suite | Handles low-risk accounts automatically |
Matching is standard, and several tools now certify tied or low-risk accounts, explain variances, and post correcting entries. The real differences are how far each tool takes an exception on its own and who signs off at the end. BlackLine describes isolating anomalies and explaining variances, and HighRadius describes correction suggestions based on root-cause analysis. Among the vendor pages checked for this guide, only ours describes tracing each unmatched item to its source record and classing it. Test every finalist on your own unmatched items.
Our Close Agent automates four of the five steps and prepares the fifth for a person. The account owner certifies each reconciliation, because it is designed to leave sign-off with a named person.
What is the difference between auto-matching and auto-certifying a reconciliation?
Auto-matching pairs individual transactions, such as a bank line and a cash entry. Auto-certifying signs off a whole reconciliation without a reviewer, and vendors limit it to accounts that tie within a threshold or haven't changed. A tool can match most of your lines and still leave every reconciliation for your accountant to prepare, document, and sign.
Example
You reconcile 60 balance sheet accounts a month, and each review takes 45 minutes. Tool A matches transactions but certifies nothing, so your team reviews all 60 accounts, or 45 hours. Tool B also certifies the 22 accounts that tie within threshold, so your team reviews 38 accounts. That saves 22 × 45 = 990 minutes, or 16.5 hours, every month.
The best account reconciliation software, tool by tool
Each profile covers what the tool reconciles, how far it automates, and what to confirm before you sign.
1. Empty Spaces: Best for reconciliations prepared for your sign-off
- What it doesOur Close Agent compares your ledger with the systems, subledgers, and records behind it, matches what belongs together, and investigates every line left unmatched. Each difference is traced to its record and classed by what it is, not forced to zero
- EntriesDrafts the correcting entry with its evidence and posts it to your ERP only after a named approver approves the exact lines
- Sign-offThe account owner signs off each reconciliation. If the agent can't establish that an account ties, it doesn't mark it reconciled
- ERPWorks on top of NetSuite, Oracle, SAP, and Microsoft Dynamics, with no replacement of your ledger
- Best forMid-market and enterprise teams with several bank accounts, a payment processor, and intercompany that want prep and investigation done before review
- Check before you buyPricing isn't published, so ask for a quote scoped to your account count and entities
- 1010 · Operating accountBank statement2,184,920.000.00Tied
- 1020 · Payroll accountBank statement312,480.000.00Tied
- 1200 · Accounts receivableCustomer subledger1,642,300.000.00Tied
- 2000 · Accounts payableVendor subledger904,160.00−7,200.001 exception
Reconciling item · 1 of 1
INV-88213 · Brightwater Freight
7,200.00In the vendor subledger, but posted to 2100 Accrued expenses in the ledger. Reclass to 2000 proposed.
2. BlackLine: Best for high-volume transaction matching
- What it doesAccount Reconciliations and Transaction Matching, which applies business rules to match transactions automatically, flag exceptions, and create journal entries and reconciling items
- AIVerity Prepare, generally available since July 27, 2026, isolates anomalies, writes variance explanations, and assembles audit-ready reconciliations for human sign-off
- CertificationBlackLine's Aviva Canada customer story reports that 66% of a pilot team's reconciliations were system-certified as of March 2015
- Best forLarge, multi-entity groups with high transaction volumes and formal control programs
- Check before you buyAsk for the scope of your rollout in writing, especially if your team is small
3. FloQast: Best for a structured close
- What it doesReconciliation prep, tie-out, and sign-offs inside its close management product. Untied items become tracked items with an owner, a description, and an age, and materiality thresholds confirm each reconciliation ties
- AutomationAuto sign-off covers unchanged and zero-balance accounts. AI Transaction Matching handles matching across sources, and Journal Entry Management creates entries, routes them through review and approval, and posts them to the ERP automatically
- Best forTeams that want checklists, reconciliations, and sign-offs in one process
- Check before you buyFloQast says it prices by package with no per-user fees, so confirm which package includes AI matching and journal posting
4. Numeric: Best for tied accounts that submit themselves
- What it doesAuto-submits reconciliations when balances tie and stay under your materiality threshold, and drills down to the GL transactions that put an account out of balance
- EntriesDrafts and posts entries from exceptions without switching tools, and its Cash Management module batch-posts journal entries to NetSuite
- Best forNetSuite teams that want routine accounts to clear without review
- Check before you buyNumeric doesn't publish prices and quotes on transaction volume and seats
5. HighRadius: Best for rule-based adjusting entries
- What it doesDetects missing entries, duplicates, timing gaps, and unmatched transactions, prioritizes exceptions by financial impact, and recommends corrections based on root-cause analysis
- CertificationAuto-certifies zero-balance accounts with no activity and accounts within your tolerance threshold
- EntriesGenerates adjusting entries for unmatched items and posts approved ones directly to the ERP, while people keep high-risk and non-standard exceptions
- Best forHigh-volume cash and transaction reconciliations where corrections follow set rules
- Check before you buyThe product page cites both a 90% and a 95% auto-match rate, so ask which one applies to data like yours
6. Trintech Adra: Best for risk-based balance sheet reconciliation
- What it doesAdra Balancer handles low-risk accounts automatically so your preparers focus on key accounts, such as receivables and payables. The Adra suite also covers transaction matching, close tasks, and journal entries
- Best forMid-market teams that want to reconcile by risk instead of reviewing every account the same way
- Check before you buyTrintech doesn't publish Adra pricing, so request a quote by account count
Other options
- OneStreamReconciliations inside its corporate performance management platform, worth a look if you already run OneStream for consolidation and planning
- Your ERPNetSuite matches bank and card data at Transactions > Bank > Bank Matching and Reconciliation > Match Bank Data, and offers Account Reconciliation as part of NetSuite EPM. QuickBooks Online also has a built-in bank and credit card reconciliation tool
Which AI tool is best for reconciliation?
Knowing what AI does at each step helps you separate real automation from a chat window.
The best AI tool for reconciliation investigates and explains exceptions, not only matches lines, and keeps a named person approving anything that posts. Use the five-step table above: a tool that stops at matching still leaves your team preparing, investigating, and signing off every account.
Can ChatGPT do bank reconciliation?
Without a connected app, ChatGPT can compare exports you upload but can't access your bank or ERP. Apps, ready-made or custom, can add those connections, but ChatGPT by itself doesn't provide a controlled reconciliation workflow, a preparer and reviewer record, or an accounting audit trail.
What is the best software for balance sheet reconciliation?
Choosing balance sheet software by how many accounts it closes without a reviewer helps you size the time you'll save.
BlackLine, FloQast, Numeric, HighRadius, and Trintech Adra all reconcile balance sheet accounts, and so does our Close Agent. The difference is how many accounts each one finishes for you. Numeric auto-submits accounts that tie under threshold, HighRadius auto-certifies zero-balance and within-tolerance accounts, FloQast auto-signs unchanged and zero-balance accounts, and Adra handles low-risk accounts automatically. Our Close Agent prepares and investigates each reconciliation in scope for its owner's sign-off.
For the steps to reconcile a GL account by hand, see Account reconciliation: Meaning, process, and examples.
What is the best bank reconciliation software for a mid-market team?
Picking bank software that handles processor payouts helps you avoid the reconciliation that takes your team the longest.
For a mid-market team with several bank accounts and a processor, the best bank reconciliation software matches statement lines automatically. It should also split batched payouts into charges, fees, and refunds, and draft the entries for each.
Small businesses often start with the bank reconciliation built into QuickBooks Online or Xero. For the six steps of a bank reconciliation, with a worked statement, see Bank reconciliation statement: Format, example, and template.
How do you reconcile Stripe payouts?
Working through one processor month shows you exactly where reconciliation software saves time and where a person still decides.
You reconcile Stripe payouts through a clearing account: record gross charges into it, take out fees, refunds, and disputes, and clear it as each payout lands in your bank. At month end, the clearing balance should equal the funds Stripe still holds for you that haven't been paid out, including any available, pending, or reserved amounts.
Stripe notes that its financial reports don't map line for line to the Dashboard's available, pending, or reserved balances. Reconcile to Stripe's balance report for the period, not to a Dashboard snapshot.
Example
This example assumes all funds Stripe holds at March 31 are pending, with nothing available or reserved. In March, your Stripe account records these movements:
| Movement | Amount |
|---|---|
| Gross card charges | $120,000 |
| Stripe fees | −$3,540 |
| Refunds | −$2,400 |
| Chargeback | −$600 |
| Dispute fee | −$15 |
| Payouts to your bank in March | −$101,200 |
| Stripe balance at March 31 (all pending) | $12,245 |
The sum checks: $120,000 − $3,540 − $2,400 − $600 − $15 − $101,200 = $12,245. Here is how the five steps play out:
- MatchEach March payout is matched to its bank deposit, and the 23 deposits total $101,200
- PrepareYour Stripe clearing account in NetSuite shows $12,860, against Stripe's $12,245, a difference of $615
- InvestigateThe $615 is the $600 chargeback plus the $15 dispute fee, which Stripe deducted but no one recorded
- CorrectDraft the entry: debit chargeback losses $600, debit merchant fees $15, and credit Stripe clearing $615
- CertifyAfter the entry posts, the clearing account shows $12,245 and ties to Stripe, and the account owner signs off
Software can do steps 1–4 for you. Whether a person or the tool certifies step 5 depends on the tool and on your own control design.
How much does account reconciliation software cost?
Knowing the real price range before your first demo helps you push back on quotes with data.
None of these six vendors publishes a list price, so the best guide is buyer data. Vendr, which negotiates software contracts, reported these figures when checked on November 2, 2026:
| Tool | Median contract per year | Range Vendr has seen | Basis |
|---|---|---|---|
| BlackLine | $40,125 | $13,154–$101,000 | 74 purchases |
| FloQast | $24,663 | $10,199–$68,404 | 316 purchases |
Numeric prices on transaction volume and seats, and HighRadius and Trintech quote on request, as we do. Your price will depend on the number of accounts and entities, transaction volume, and which modules you add, such as transaction matching or journal entries.
How long does implementation take?
Pinning down the implementation plan before you sign helps you avoid a tool that isn't live by your next audit.
No vendor on this list publishes a committed implementation timeline, and your timeline depends on your ERP, bank connections, and account count. Ask every finalist for a written implementation plan that names:
- DatesWhen your first reconciliations go live and when the first full close runs on the tool
- Your inputsThe data, access, and people the vendor needs from your team, and by when
- ScopeWhich accounts, entities, and processors are in the first phase
- Parallel runHow you'll run one close in both your old process and the new tool before you switch
How to choose account reconciliation software
Testing tools on your own data helps you buy on results instead of demo scripts.
What features should reconciliation software have?
- ERP and bank connectionsDirect connections to your ERP, banks, and payment processors, so no one exports files each month
- Matching rules you controlOne-to-one, one-to-many, and tolerance-based matching you can set without the vendor
- Exception investigationEach unmatched item explained with its source record, not just flagged
- Risk-based certificationThresholds that let low-risk or tied accounts clear, with your rules deciding which ones
- Audit trailA record of who or what prepared, changed, and approved each reconciliation and entry
- Approval controlsEntries that can't post without approval, and preparers who can't approve their own work
On controls, the Sarbanes-Oxley Act makes management responsible for effective internal control over financial reporting, but it doesn't prescribe who approves each entry. Your control design decides that. Our Close Agent routes every entry to a named approver by design and supports approval tiers by amount.
Run a one-month test
Run one month of one bank account and one processor through each finalist. Measure four things:
- Lines matchedThe share of transactions matched without a person
- Reconciliations preparedThe share of accounts with a finished reconciliation and support attached
- Certified without a personThe share of accounts the tool closes out under your thresholds
- Exceptions left unexplainedThe number of open items your team still has to research
Example
Two tools each match 95% of 4,000 bank lines, leaving 200 items each. Tool A explains 30 of them, so your team researches 170. Tool B explains 160, so your team researches 40. At 6 minutes per item, Tool B saves (170 − 40) × 6 = 780 minutes, or 13 hours, on that account each month.
Are there reconciliation tools like BlackLine for a smaller team?
Lighter options give a smaller team BlackLine-style controls without a BlackLine-sized rollout.
Yes. FloQast, Numeric, and Trintech Adra all target mid-market teams with reconciliation, matching, and sign-off workflows, and Vendr's median FloQast contract is $15,462 a year below BlackLine's. For a full comparison, see BlackLine alternatives and FloQast alternatives.
Where reconciliation fits in your close
Reconciliations sit inside your month-end close. For the order of work and how long each phase should take, see Month-end close process: Steps, order, and calendar and How long should month-end close take?. If you're comparing tools for the full close, see Best month-end close software. For a free starting point, build your close checklist with the month-end close checklist generator.
If you want reconciliations prepared and investigated before your team reviews them, see how we handle account reconciliation.
Share this article