Tips 2026-01-23

Excel Matching Functions 2026: Is VLOOKUP Still Worth Using?

Compare VLOOKUP, XLOOKUP, and INDEX-MATCH for data reconciliation in Excel. Learn when each function works best and discover AI alternatives for fuzzy matching.

#Excel #VLOOKUP #functions #matching

Every accountant has their favorite Excel function. But are you using the right one?

This guide covers the major Excel matching functions, when to use each, and their limitations.


Overview of Matching Functions

The Main Players

FunctionExcel VersionDifficultyPower
VLOOKUPAllEasyBasic
HLOOKUPAllEasyBasic
XLOOKUP365+MediumAdvanced
INDEX-MATCHAllHardExpert
SUMIF/COUNTIFAllEasyAggregation

What They Do

All these functions answer: “Given value A in list 1, what’s the corresponding value in list 2?”


VLOOKUP: The Classic

Syntax

=VLOOKUP(lookup_value, table_array, col_index_num, [range_lookup])
ArgumentMeaning
lookup_valueWhat to find
table_arrayWhere to look
col_index_numWhich column to return
range_lookupFALSE = exact match

Example: Find Price by Product Code

ABC
CodeProductPrice
A001Widget¥1,000
A002Gadget¥2,000
A003Sprocket¥500
=VLOOKUP("A002", A:C, 3, FALSE)
→ ¥2,000

Limitations

LimitationProblem
Left-to-right onlyLookup column must be leftmost
Column numberChanges when columns added
Exact match only”ABC Corp” ≠ “ABC Corporation”
First match winsDoesn’t find duplicates
Slow on large dataRecalculates every cell

When to Use

✅ Simple lookups ✅ Lookup column is leftmost ✅ Data is clean and consistent ✅ Small to medium datasets


HLOOKUP: VLOOKUP’s Sibling

Syntax

=HLOOKUP(lookup_value, table_array, row_index_num, [range_lookup])

Same as VLOOKUP, but searches horizontally across rows.

When to Use

✅ Data organized in rows, not columns ✅ Headers across the top

Rarely Needed

Most real-world data is organized vertically. HLOOKUP is rarely used.


XLOOKUP: The Modern Choice

Syntax

=XLOOKUP(lookup_value, lookup_array, return_array, [if_not_found], [match_mode], [search_mode])
ArgumentMeaning
lookup_valueWhat to find
lookup_arrayColumn to search in
return_arrayColumn to return from
if_not_foundCustom error message
match_mode0=exact, -1=exact or smaller, 1=exact or larger, 2=wildcard
search_mode1=first to last, -1=last to first

Example

=XLOOKUP("A002", A:A, C:C, "Not Found")
→ ¥2,000

Advantages over VLOOKUP

FeatureVLOOKUPXLOOKUP
Column orderMust be leftAny order
Error handlingNeeds IFERRORBuilt-in
Search directionFirst onlyFirst or last
Default behaviorApproximate matchExact match
Multiple returnsNoYes (array)

Limitations

LimitationProblem
Excel 365+ onlyNot in older versions
Still exact matchVariations not handled
Can be slowerComplex formulas

When to Use

✅ Excel 365 or later ✅ Need flexibility in column order ✅ Want clean error handling ✅ Need to search from end


INDEX-MATCH: The Power Combo

Syntax

=INDEX(return_range, MATCH(lookup_value, lookup_range, 0))
FunctionWhat It Does
MATCHFinds the position of lookup_value
INDEXReturns value at that position in return_range

Example

=INDEX(C:C, MATCH("A002", A:A, 0))
→ ¥2,000

Why Two Functions?

MATCH finds the row number, INDEX retrieves the value. Together, they’re more flexible than any single function.

Advantages

FeatureINDEX-MATCH
Column orderAny
PerformanceFaster on large data
FlexibilityMultiple criteria possible
StabilityColumn references don’t break

Limitations

LimitationProblem
Complex syntaxHarder to write
Still exact matchNo variation handling
Error-proneEasy to get ranges wrong

When to Use

✅ Large datasets (faster than VLOOKUP) ✅ Need lookup column to the right ✅ Formulas may be copied/moved ✅ Power users comfortable with complexity


SUMIF/COUNTIF: Aggregation

SUMIF Syntax

=SUMIF(range, criteria, sum_range)

Example: Sum All Orders for Customer

AB
CustomerAmount
ABC Corp¥10,000
XYZ Ltd¥5,000
ABC Corp¥15,000
=SUMIF(A:A, "ABC Corp", B:B)
→ ¥25,000

When to Use

✅ Need totals, not individual values ✅ Multiple matches exist ✅ Aggregation required


Multiple Criteria Matching

SUMIFS (Multiple Conditions)

=SUMIFS(sum_range, criteria_range1, criteria1, criteria_range2, criteria2)

Example

Sum orders for ABC Corp in January:

=SUMIFS(C:C, A:A, "ABC Corp", B:B, ">=2026-01-01", B:B, "<=2026-01-31")

INDEX-MATCH with Array Formula

For multiple criteria lookup (Excel 365):

=INDEX(D:D, MATCH(1, (A:A=E2)*(B:B=F2), 0))

Common Matching Scenarios

Scenario 1: Find Matching Records

Find invoices in List A that exist in List B:

=IF(ISNA(MATCH(A2, ListB!A:A, 0)), "Not in B", "Match")

Scenario 2: Find Differences

Find records in A but not in B:

=IF(ISNA(VLOOKUP(A2, ListB!A:A, 1, FALSE)), "Only in A", "In Both")

Scenario 3: Compare Values

Find records where amount differs:

=IF(B2<>VLOOKUP(A2, ListB!A:C, 3, FALSE), "Different", "Same")

The Exact Match Problem

Why Excel Functions Fail

All Excel matching functions require exact character matches:

Value AValue BExcel Result
ABC Corp.ABC CorporationNo Match
100-00011000001No Match
John SmithJOHN SMITHNo Match

Workarounds

IssueWorkaround
Case differencesUPPER/LOWER functions
SpacesTRIM function
SymbolsSUBSTITUTE function
Partial matchWildcards (*) in XLOOKUP

The Limit

Complex variations (misspellings, abbreviations, reordering) can’t be solved with formulas.


When to Move Beyond Excel

Excel Works When

  • Data is perfectly clean
  • Exact matches exist
  • Small to medium volume
  • One-time analysis

Excel Struggles When

  • Notation varies (“Corp” vs “Corporation”)
  • Data has typos
  • Large volume (10,000+ rows)
  • Recurring reconciliation task
  • Speed matters

AI Alternative

AI performs fuzzy matching based on meaning:

ScenarioExcelAI
”ABC Corp” vs “ABC Corporation”
Misspellings
Reordered names

Function Selection Guide

Quick Reference

SituationRecommended Function
Simple lookup, clean dataVLOOKUP
Lookup column on rightINDEX-MATCH or XLOOKUP
Modern Excel, want simplicityXLOOKUP
Large dataset, performance criticalINDEX-MATCH
Need aggregationSUMIF/SUMIFS
Multiple criteriaSUMIFS or INDEX-MATCH array

Decision Flow

Is your Excel 365+?
├── Yes → Use XLOOKUP
└── No → Is lookup column leftmost?
    ├── Yes → Use VLOOKUP
    └── No → Use INDEX-MATCH

Summary

Function Comparison

FunctionEasePowerLimitations
VLOOKUP★★★★★Column order, slow
XLOOKUP★★★★★★Excel 365+ only
INDEX-MATCH★★★★★★Complex syntax
SUMIF★★★★★Aggregation only

Key Takeaways

  1. VLOOKUP is simple but limited
  2. XLOOKUP is the modern upgrade
  3. INDEX-MATCH is most flexible
  4. All require exact matches—variations fail
  5. AI fuzzy matching handles what Excel can’t

Stop fighting with #N/A. Try a smarter approach.

👉 Try PDF reconciliation for free

🚀 Automate Reconciliation with Totsugo

Try free for 14 days. No charges for 14 days after credit card registration.

Try for Free