diff --git a/.travis.yml b/.travis.yml
index e4a54dc..00f2cc2 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -59,9 +59,11 @@ script:
   - touch $GOPATH/src/github.com/aclindsa/moneygo/internal/handlers/cusip_list.csv
   # Build and test MoneyGo
   - go generate -v github.com/aclindsa/moneygo/internal/handlers
-  - go test -v -covermode=count -coverpkg github.com/aclindsa/moneygo/internal/config,github.com/aclindsa/moneygo/internal/handlers,github.com/aclindsa/moneygo/internal/models,github.com/aclindsa/moneygo/internal/store,github.com/aclindsa/moneygo/internal/store/db,github.com/aclindsa/moneygo/internal/reports -coverprofile=integration_coverage.out github.com/aclindsa/moneygo/internal/integration
-  - go test -v -covermode=count -coverpkg github.com/aclindsa/moneygo/internal/config,github.com/aclindsa/moneygo/internal/handlers,github.com/aclindsa/moneygo/internal/models,github.com/aclindsa/moneygo/internal/store,github.com/aclindsa/moneygo/internal/store/db,github.com/aclindsa/moneygo/internal/reports -coverprofile=config_coverage.out github.com/aclindsa/moneygo/internal/config
+  - export COVER_PACKAGES="github.com/aclindsa/moneygo/internal/config,github.com/aclindsa/moneygo/internal/handlers,github.com/aclindsa/moneygo/internal/models,github.com/aclindsa/moneygo/internal/store,github.com/aclindsa/moneygo/internal/store/db,github.com/aclindsa/moneygo/internal/reports"
+  - go test -v -covermode=count -coverpkg $COVER_PACKAGES -coverprofile=integration_coverage.out github.com/aclindsa/moneygo/internal/integration
+  - go test -v -covermode=count -coverpkg $COVER_PACKAGES -coverprofile=config_coverage.out github.com/aclindsa/moneygo/internal/config
+  - go test -v -covermode=count -coverpkg $COVER_PACKAGES -coverprofile=models_coverage.out github.com/aclindsa/moneygo/internal/models
 
 # Report the test coverage
 after_script:
-  - $GOPATH/bin/goveralls -coverprofile=integration_coverage.out,config_coverage.out -service=travis-ci -repotoken $COVERALLS_TOKEN
+  - $GOPATH/bin/goveralls -coverprofile=integration_coverage.out,config_coverage.out,models_coverage.out -service=travis-ci -repotoken $COVERALLS_TOKEN
diff --git a/internal/handlers/gnucash.go b/internal/handlers/gnucash.go
index 05fa0af..7a80c69 100644
--- a/internal/handlers/gnucash.go
+++ b/internal/handlers/gnucash.go
@@ -10,7 +10,6 @@ import (
 	"io"
 	"log"
 	"math"
-	"math/big"
 	"net/http"
 	"time"
 )
@@ -49,7 +48,7 @@ func (gc *GnucashCommodity) UnmarshalXML(d *xml.Decoder, start xml.StartElement)
 		gc.Precision = template.Precision
 	} else {
 		if gxc.Fraction > 0 {
-			gc.Precision = int(math.Ceil(math.Log10(float64(gxc.Fraction))))
+			gc.Precision = uint64(math.Ceil(math.Log10(float64(gxc.Fraction))))
 		} else {
 			gc.Precision = 0
 		}
@@ -178,13 +177,14 @@ func ImportGnucash(r io.Reader) (*GnucashImport, error) {
 		p.CurrencyId = currency.SecurityId
 		p.Date = price.Date.Date.Time
 
-		var r big.Rat
-		_, ok = r.SetString(price.Value)
-		if ok {
-			p.Value = r.FloatString(currency.Precision)
-		} else {
+		_, ok = p.Value.SetString(price.Value)
+		if !ok {
 			return nil, fmt.Errorf("Can't set price value: %s", price.Value)
 		}
+		if p.Value.Precision() > currency.Precision {
+			// TODO we're possibly losing data here... but do we care?
+			p.Value.Round(currency.Precision)
+		}
 
 		p.RemoteId = "gnucash:" + price.Id
 		gncimport.Prices = append(gncimport.Prices, p)
@@ -293,13 +293,13 @@ func ImportGnucash(r io.Reader) (*GnucashImport, error) {
 			s.Number = gt.Number
 			s.Memo = gs.Memo
 
-			var r big.Rat
-			_, ok = r.SetString(gs.Amount)
-			if ok {
-				s.Amount = r.FloatString(security.Precision)
-			} else {
+			_, ok = s.Amount.SetString(gs.Amount)
+			if !ok {
 				return nil, fmt.Errorf("Can't set split Amount: %s", gs.Amount)
 			}
+			if s.Amount.Precision() > security.Precision {
+				return nil, fmt.Errorf("Imported price's precision (%d) is greater than the security's (%s)\n", s.Amount.Precision(), security)
+			}
 
 			t.Splits = append(t.Splits, s)
 		}
@@ -356,6 +356,7 @@ func GnucashImportHandler(r *http.Request, context *Context) ResponseWriterWrite
 	}
 
 	if err != nil {
+		log.Print(err)
 		return NewError(3 /*Invalid Request*/)
 	}
 
diff --git a/internal/handlers/imports.go b/internal/handlers/imports.go
index 58696d0..b8a9924 100644
--- a/internal/handlers/imports.go
+++ b/internal/handlers/imports.go
@@ -164,7 +164,11 @@ func ofxImportHelper(tx store.Tx, r io.Reader, user *models.User, accountid int6
 					log.Print(err)
 					return NewError(999 /*Internal Error*/)
 				}
-				split.Amount = r.FloatString(security.Precision)
+				split.Amount.Rat = *r
+				if split.Amount.Precision() > security.Precision {
+					log.Printf("Precision on created imbalance-correction split (%d) greater than the underlying security (%s) allows (%d)", split.Amount.Precision(), security, security.Precision)
+					return NewError(999 /*Internal Error*/)
+				}
 				split.SecurityId = -1
 				split.AccountId = imbalanced_account.AccountId
 				transaction.Splits = append(transaction.Splits, split)
diff --git a/internal/handlers/ofx.go b/internal/handlers/ofx.go
index a183aab..77cf066 100644
--- a/internal/handlers/ofx.go
+++ b/internal/handlers/ofx.go
@@ -97,9 +97,12 @@ func (i *OFXImport) AddTransaction(tran *ofxgo.Transaction, account *models.Acco
 	s1.ImportSplitType = models.ImportAccount
 	s2.ImportSplitType = models.ExternalAccount
 
+	s1.Amount.Rat = *amt
+	s2.Amount.Rat = *amt.Neg(amt)
 	security := i.Securities[account.SecurityId-1]
-	s1.Amount = amt.FloatString(security.Precision)
-	s2.Amount = amt.Neg(amt).FloatString(security.Precision)
+	if s1.Amount.Precision() > security.Precision {
+		return errors.New("Imported transaction amount is too precise for security")
+	}
 
 	s1.Status = models.Imported
 	s2.Status = models.Imported
@@ -262,7 +265,7 @@ func (i *OFXImport) GetInvBuyTran(buy *ofxgo.InvBuy, curdef *models.Security, ac
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + buy.InvTran.FiTID.String(),
 			Memo:            memo + "(commission)",
-			Amount:          commission.FloatString(curdef.Precision),
+			Amount:          models.Amount{commission},
 		})
 	}
 	if num := taxes.Num(); !num.IsInt64() || num.Int64() != 0 {
@@ -274,7 +277,7 @@ func (i *OFXImport) GetInvBuyTran(buy *ofxgo.InvBuy, curdef *models.Security, ac
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + buy.InvTran.FiTID.String(),
 			Memo:            memo + "(taxes)",
-			Amount:          taxes.FloatString(curdef.Precision),
+			Amount:          models.Amount{taxes},
 		})
 	}
 	if num := fees.Num(); !num.IsInt64() || num.Int64() != 0 {
@@ -286,7 +289,7 @@ func (i *OFXImport) GetInvBuyTran(buy *ofxgo.InvBuy, curdef *models.Security, ac
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + buy.InvTran.FiTID.String(),
 			Memo:            memo + "(fees)",
-			Amount:          fees.FloatString(curdef.Precision),
+			Amount:          models.Amount{fees},
 		})
 	}
 	if num := load.Num(); !num.IsInt64() || num.Int64() != 0 {
@@ -298,7 +301,7 @@ func (i *OFXImport) GetInvBuyTran(buy *ofxgo.InvBuy, curdef *models.Security, ac
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + buy.InvTran.FiTID.String(),
 			Memo:            memo + "(load)",
-			Amount:          load.FloatString(curdef.Precision),
+			Amount:          models.Amount{load},
 		})
 	}
 	t.Splits = append(t.Splits, &models.Split{
@@ -309,7 +312,7 @@ func (i *OFXImport) GetInvBuyTran(buy *ofxgo.InvBuy, curdef *models.Security, ac
 		SecurityId:      -1,
 		RemoteId:        "ofx:" + buy.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 	t.Splits = append(t.Splits, &models.Split{
 		// TODO ReversalFiTID?
@@ -319,7 +322,7 @@ func (i *OFXImport) GetInvBuyTran(buy *ofxgo.InvBuy, curdef *models.Security, ac
 		SecurityId:      curdef.SecurityId,
 		RemoteId:        "ofx:" + buy.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          tradingTotal.FloatString(curdef.Precision),
+		Amount:          models.Amount{tradingTotal},
 	})
 
 	var units big.Rat
@@ -332,7 +335,7 @@ func (i *OFXImport) GetInvBuyTran(buy *ofxgo.InvBuy, curdef *models.Security, ac
 		SecurityId:      security.SecurityId,
 		RemoteId:        "ofx:" + buy.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          units.FloatString(security.Precision),
+		Amount:          models.Amount{units},
 	})
 	units.Neg(&units)
 	t.Splits = append(t.Splits, &models.Split{
@@ -343,7 +346,7 @@ func (i *OFXImport) GetInvBuyTran(buy *ofxgo.InvBuy, curdef *models.Security, ac
 		SecurityId:      security.SecurityId,
 		RemoteId:        "ofx:" + buy.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          units.FloatString(security.Precision),
+		Amount:          models.Amount{units},
 	})
 
 	return &t, nil
@@ -378,7 +381,7 @@ func (i *OFXImport) GetIncomeTran(income *ofxgo.Income, curdef *models.Security,
 		SecurityId:      -1,
 		RemoteId:        "ofx:" + income.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 	total.Neg(&total)
 	t.Splits = append(t.Splits, &models.Split{
@@ -389,7 +392,7 @@ func (i *OFXImport) GetIncomeTran(income *ofxgo.Income, curdef *models.Security,
 		SecurityId:      curdef.SecurityId,
 		RemoteId:        "ofx:" + income.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 
 	return &t, nil
@@ -423,7 +426,7 @@ func (i *OFXImport) GetInvExpenseTran(expense *ofxgo.InvExpense, curdef *models.
 		SecurityId:      -1,
 		RemoteId:        "ofx:" + expense.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 	total.Neg(&total)
 	t.Splits = append(t.Splits, &models.Split{
@@ -434,7 +437,7 @@ func (i *OFXImport) GetInvExpenseTran(expense *ofxgo.InvExpense, curdef *models.
 		SecurityId:      curdef.SecurityId,
 		RemoteId:        "ofx:" + expense.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 
 	return &t, nil
@@ -462,7 +465,7 @@ func (i *OFXImport) GetMarginInterestTran(marginint *ofxgo.MarginInterest, curde
 		SecurityId:      -1,
 		RemoteId:        "ofx:" + marginint.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 	total.Neg(&total)
 	t.Splits = append(t.Splits, &models.Split{
@@ -473,7 +476,7 @@ func (i *OFXImport) GetMarginInterestTran(marginint *ofxgo.MarginInterest, curde
 		SecurityId:      curdef.SecurityId,
 		RemoteId:        "ofx:" + marginint.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 
 	return &t, nil
@@ -526,7 +529,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 			Memo:            memo + "(commission)",
-			Amount:          commission.FloatString(curdef.Precision),
+			Amount:          models.Amount{commission},
 		})
 	}
 	if num := taxes.Num(); !num.IsInt64() || num.Int64() != 0 {
@@ -538,7 +541,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 			Memo:            memo + "(taxes)",
-			Amount:          taxes.FloatString(curdef.Precision),
+			Amount:          models.Amount{taxes},
 		})
 	}
 	if num := fees.Num(); !num.IsInt64() || num.Int64() != 0 {
@@ -550,7 +553,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 			Memo:            memo + "(fees)",
-			Amount:          fees.FloatString(curdef.Precision),
+			Amount:          models.Amount{fees},
 		})
 	}
 	if num := load.Num(); !num.IsInt64() || num.Int64() != 0 {
@@ -562,7 +565,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 			Memo:            memo + "(load)",
-			Amount:          load.FloatString(curdef.Precision),
+			Amount:          models.Amount{load},
 		})
 	}
 	t.Splits = append(t.Splits, &models.Split{
@@ -573,7 +576,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 		SecurityId:      -1,
 		RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 
 	t.Splits = append(t.Splits, &models.Split{
@@ -584,7 +587,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 		SecurityId:      curdef.SecurityId,
 		RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 	total.Neg(&total)
 	t.Splits = append(t.Splits, &models.Split{
@@ -595,7 +598,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 		SecurityId:      -1,
 		RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 	t.Splits = append(t.Splits, &models.Split{
 		// TODO ReversalFiTID?
@@ -605,7 +608,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 		SecurityId:      curdef.SecurityId,
 		RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          tradingTotal.FloatString(curdef.Precision),
+		Amount:          models.Amount{tradingTotal},
 	})
 
 	var units big.Rat
@@ -618,7 +621,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 		SecurityId:      security.SecurityId,
 		RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          units.FloatString(security.Precision),
+		Amount:          models.Amount{units},
 	})
 	units.Neg(&units)
 	t.Splits = append(t.Splits, &models.Split{
@@ -629,7 +632,7 @@ func (i *OFXImport) GetReinvestTran(reinvest *ofxgo.Reinvest, curdef *models.Sec
 		SecurityId:      security.SecurityId,
 		RemoteId:        "ofx:" + reinvest.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          units.FloatString(security.Precision),
+		Amount:          models.Amount{units},
 	})
 
 	return &t, nil
@@ -663,7 +666,7 @@ func (i *OFXImport) GetRetOfCapTran(retofcap *ofxgo.RetOfCap, curdef *models.Sec
 		SecurityId:      -1,
 		RemoteId:        "ofx:" + retofcap.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 	total.Neg(&total)
 	t.Splits = append(t.Splits, &models.Split{
@@ -674,7 +677,7 @@ func (i *OFXImport) GetRetOfCapTran(retofcap *ofxgo.RetOfCap, curdef *models.Sec
 		SecurityId:      curdef.SecurityId,
 		RemoteId:        "ofx:" + retofcap.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 
 	return &t, nil
@@ -730,7 +733,7 @@ func (i *OFXImport) GetInvSellTran(sell *ofxgo.InvSell, curdef *models.Security,
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + sell.InvTran.FiTID.String(),
 			Memo:            memo + "(commission)",
-			Amount:          commission.FloatString(curdef.Precision),
+			Amount:          models.Amount{commission},
 		})
 	}
 	if num := taxes.Num(); !num.IsInt64() || num.Int64() != 0 {
@@ -742,7 +745,7 @@ func (i *OFXImport) GetInvSellTran(sell *ofxgo.InvSell, curdef *models.Security,
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + sell.InvTran.FiTID.String(),
 			Memo:            memo + "(taxes)",
-			Amount:          taxes.FloatString(curdef.Precision),
+			Amount:          models.Amount{taxes},
 		})
 	}
 	if num := fees.Num(); !num.IsInt64() || num.Int64() != 0 {
@@ -754,7 +757,7 @@ func (i *OFXImport) GetInvSellTran(sell *ofxgo.InvSell, curdef *models.Security,
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + sell.InvTran.FiTID.String(),
 			Memo:            memo + "(fees)",
-			Amount:          fees.FloatString(curdef.Precision),
+			Amount:          models.Amount{fees},
 		})
 	}
 	if num := load.Num(); !num.IsInt64() || num.Int64() != 0 {
@@ -766,7 +769,7 @@ func (i *OFXImport) GetInvSellTran(sell *ofxgo.InvSell, curdef *models.Security,
 			SecurityId:      curdef.SecurityId,
 			RemoteId:        "ofx:" + sell.InvTran.FiTID.String(),
 			Memo:            memo + "(load)",
-			Amount:          load.FloatString(curdef.Precision),
+			Amount:          models.Amount{load},
 		})
 	}
 	t.Splits = append(t.Splits, &models.Split{
@@ -777,7 +780,7 @@ func (i *OFXImport) GetInvSellTran(sell *ofxgo.InvSell, curdef *models.Security,
 		SecurityId:      -1,
 		RemoteId:        "ofx:" + sell.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          total.FloatString(curdef.Precision),
+		Amount:          models.Amount{total},
 	})
 	t.Splits = append(t.Splits, &models.Split{
 		// TODO ReversalFiTID?
@@ -787,7 +790,7 @@ func (i *OFXImport) GetInvSellTran(sell *ofxgo.InvSell, curdef *models.Security,
 		SecurityId:      curdef.SecurityId,
 		RemoteId:        "ofx:" + sell.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          tradingTotal.FloatString(curdef.Precision),
+		Amount:          models.Amount{tradingTotal},
 	})
 
 	var units big.Rat
@@ -800,7 +803,7 @@ func (i *OFXImport) GetInvSellTran(sell *ofxgo.InvSell, curdef *models.Security,
 		SecurityId:      security.SecurityId,
 		RemoteId:        "ofx:" + sell.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          units.FloatString(security.Precision),
+		Amount:          models.Amount{units},
 	})
 	units.Neg(&units)
 	t.Splits = append(t.Splits, &models.Split{
@@ -811,7 +814,7 @@ func (i *OFXImport) GetInvSellTran(sell *ofxgo.InvSell, curdef *models.Security,
 		SecurityId:      security.SecurityId,
 		RemoteId:        "ofx:" + sell.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          units.FloatString(security.Precision),
+		Amount:          models.Amount{units},
 	})
 
 	return &t, nil
@@ -842,7 +845,7 @@ func (i *OFXImport) GetTransferTran(transfer *ofxgo.Transfer, account *models.Ac
 		SecurityId:      security.SecurityId,
 		RemoteId:        "ofx:" + transfer.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          units.FloatString(security.Precision),
+		Amount:          models.Amount{units},
 	})
 	units.Neg(&units)
 	t.Splits = append(t.Splits, &models.Split{
@@ -853,7 +856,7 @@ func (i *OFXImport) GetTransferTran(transfer *ofxgo.Transfer, account *models.Ac
 		SecurityId:      security.SecurityId,
 		RemoteId:        "ofx:" + transfer.InvTran.FiTID.String(),
 		Memo:            memo,
-		Amount:          units.FloatString(security.Precision),
+		Amount:          models.Amount{units},
 	})
 
 	return &t, nil
diff --git a/internal/handlers/transactions.go b/internal/handlers/transactions.go
index 8dd6557..68fd311 100644
--- a/internal/handlers/transactions.go
+++ b/internal/handlers/transactions.go
@@ -31,9 +31,8 @@ func GetTransactionImbalances(tx store.Tx, t *models.Transaction) (map[int64]big
 			}
 			securityid = account.SecurityId
 		}
-		amount, _ := t.Splits[i].GetAmount()
 		sum := sums[securityid]
-		(&sum).Add(&sum, amount)
+		(&sum).Add(&sum, &t.Splits[i].Amount.Rat)
 		sums[securityid] = sum
 	}
 	return sums, nil
diff --git a/internal/integration/common_test.go b/internal/integration/common_test.go
index 4d33d85..0dfd95e 100644
--- a/internal/integration/common_test.go
+++ b/internal/integration/common_test.go
@@ -202,6 +202,19 @@ func uploadFile(client *http.Client, filename, urlsuffix string) error {
 	return nil
 }
 
+func NewAmount(amt string) models.Amount {
+	var a models.Amount
+	if _, ok := a.SetString(amt); !ok {
+		panic("Unable to call Amount.SetString()")
+	}
+	return a
+}
+
+func amountsMatch(a models.Amount, amt string) bool {
+	cmp := NewAmount(amt)
+	return a.Cmp(&cmp.Rat) == 0
+}
+
 func accountBalanceHelper(t *testing.T, client *http.Client, account *models.Account, balance string) {
 	t.Helper()
 	transactions, err := getAccountTransactions(client, account.AccountId, 0, 0, "")
@@ -209,7 +222,7 @@ func accountBalanceHelper(t *testing.T, client *http.Client, account *models.Acc
 		t.Fatalf("Couldn't fetch account transactions for '%s': %s\n", account.Name, err)
 	}
 
-	if transactions.EndingBalance != balance {
+	if !amountsMatch(transactions.EndingBalance, balance) {
 		t.Errorf("Expected ending balance for '%s' to be '%s', but found %s\n", account.Name, balance, transactions.EndingBalance)
 	}
 }
diff --git a/internal/integration/gnucash_test.go b/internal/integration/gnucash_test.go
index cd471c4..6e15e62 100644
--- a/internal/integration/gnucash_test.go
+++ b/internal/integration/gnucash_test.go
@@ -114,11 +114,11 @@ func TestImportGnucash(t *testing.T) {
 		}
 		var p1787, p2894, p3170 bool
 		for _, price := range *prices.Prices {
-			if price.CurrencyId == d.securities[0].SecurityId && price.Value == "17.87" {
+			if price.CurrencyId == d.securities[0].SecurityId && amountsMatch(price.Value, "17.87") {
 				p1787 = true
-			} else if price.CurrencyId == d.securities[0].SecurityId && price.Value == "28.94" {
+			} else if price.CurrencyId == d.securities[0].SecurityId && amountsMatch(price.Value, "28.94") {
 				p2894 = true
-			} else if price.CurrencyId == d.securities[0].SecurityId && price.Value == "31.70" {
+			} else if price.CurrencyId == d.securities[0].SecurityId && amountsMatch(price.Value, "31.70") {
 				p3170 = true
 			}
 		}
diff --git a/internal/integration/prices_test.go b/internal/integration/prices_test.go
index cb1fc5f..74f2143 100644
--- a/internal/integration/prices_test.go
+++ b/internal/integration/prices_test.go
@@ -68,7 +68,7 @@ func TestCreatePrice(t *testing.T) {
 			if !p.Date.Equal(orig.Date) {
 				t.Errorf("Date doesn't match")
 			}
-			if p.Value != orig.Value {
+			if p.Value.Cmp(&orig.Value.Rat) != 0 {
 				t.Errorf("Value doesn't match")
 			}
 			if p.RemoteId != orig.RemoteId {
@@ -98,7 +98,7 @@ func TestGetPrice(t *testing.T) {
 			if !p.Date.Equal(orig.Date) {
 				t.Errorf("Date doesn't match")
 			}
-			if p.Value != orig.Value {
+			if p.Value.Cmp(&orig.Value.Rat) != 0 {
 				t.Errorf("Value doesn't match")
 			}
 			if p.RemoteId != orig.RemoteId {
@@ -132,7 +132,7 @@ func TestGetPrices(t *testing.T) {
 
 				found := false
 				for _, p := range *pl.Prices {
-					if p.SecurityId == d.securities[orig.SecurityId].SecurityId && p.CurrencyId == d.securities[orig.CurrencyId].SecurityId && p.Date.Equal(orig.Date) && p.Value == orig.Value && p.RemoteId == orig.RemoteId {
+					if p.SecurityId == d.securities[orig.SecurityId].SecurityId && p.CurrencyId == d.securities[orig.CurrencyId].SecurityId && p.Date.Equal(orig.Date) && p.Value.Cmp(&orig.Value.Rat) == 0 && p.RemoteId == orig.RemoteId {
 						if _, ok := foundIds[p.PriceId]; ok {
 							continue
 						}
@@ -146,7 +146,11 @@ func TestGetPrices(t *testing.T) {
 				}
 			}
 
-			if numprices != len(*pl.Prices) {
+			if pl.Prices == nil {
+				if numprices != 0 {
+					t.Fatalf("Expected %d prices, received 0", numprices)
+				}
+			} else if numprices != len(*pl.Prices) {
 				t.Fatalf("Expected %d prices, received %d", numprices, len(*pl.Prices))
 			}
 		}
@@ -162,7 +166,7 @@ func TestUpdatePrice(t *testing.T) {
 			tmp := curr.SecurityId
 			curr.SecurityId = curr.CurrencyId
 			curr.CurrencyId = tmp
-			curr.Value = "5.55"
+			curr.Value = NewAmount("5.55")
 			curr.Date = time.Date(2019, time.June, 5, 12, 5, 6, 7, time.UTC)
 			curr.RemoteId = "something"
 
@@ -181,7 +185,7 @@ func TestUpdatePrice(t *testing.T) {
 			if !p.Date.Equal(curr.Date) {
 				t.Errorf("Date doesn't match")
 			}
-			if p.Value != curr.Value {
+			if p.Value.Cmp(&curr.Value.Rat) != 0 {
 				t.Errorf("Value doesn't match")
 			}
 			if p.RemoteId != curr.RemoteId {
diff --git a/internal/integration/testdata_test.go b/internal/integration/testdata_test.go
index 465fa19..59b1f91 100644
--- a/internal/integration/testdata_test.go
+++ b/internal/integration/testdata_test.go
@@ -213,35 +213,35 @@ var data = []TestData{
 				SecurityId: 1,
 				CurrencyId: 0,
 				Date:       time.Date(2017, time.January, 2, 21, 0, 0, 0, time.UTC),
-				Value:      "225.24",
+				Value:      NewAmount("225.24"),
 				RemoteId:   "12387-129831-1238",
 			},
 			{
 				SecurityId: 1,
 				CurrencyId: 0,
 				Date:       time.Date(2017, time.January, 3, 21, 0, 0, 0, time.UTC),
-				Value:      "226.58",
+				Value:      NewAmount("226.58"),
 				RemoteId:   "12387-129831-1239",
 			},
 			{
 				SecurityId: 1,
 				CurrencyId: 0,
 				Date:       time.Date(2017, time.January, 4, 21, 0, 0, 0, time.UTC),
-				Value:      "226.40",
+				Value:      NewAmount("226.40"),
 				RemoteId:   "12387-129831-1240",
 			},
 			{
 				SecurityId: 1,
 				CurrencyId: 0,
 				Date:       time.Date(2017, time.January, 5, 21, 0, 0, 0, time.UTC),
-				Value:      "227.21",
+				Value:      NewAmount("227.21"),
 				RemoteId:   "12387-129831-1241",
 			},
 			{
 				SecurityId: 0,
 				CurrencyId: 3,
 				Date:       time.Date(2017, time.November, 16, 18, 49, 53, 0, time.UTC),
-				Value:      "0.85",
+				Value:      NewAmount("0.85"),
 				RemoteId:   "USDEUR819298714",
 			},
 		},
@@ -313,13 +313,13 @@ var data = []TestData{
 						Status:     models.Reconciled,
 						AccountId:  1,
 						SecurityId: -1,
-						Amount:     "-5.6",
+						Amount:     NewAmount("-5.6"),
 					},
 					{
 						Status:     models.Reconciled,
 						AccountId:  3,
 						SecurityId: -1,
-						Amount:     "5.6",
+						Amount:     NewAmount("5.6"),
 					},
 				},
 			},
@@ -332,13 +332,13 @@ var data = []TestData{
 						Status:     models.Reconciled,
 						AccountId:  1,
 						SecurityId: -1,
-						Amount:     "-81.59",
+						Amount:     NewAmount("-81.59"),
 					},
 					{
 						Status:     models.Reconciled,
 						AccountId:  3,
 						SecurityId: -1,
-						Amount:     "81.59",
+						Amount:     NewAmount("81.59"),
 					},
 				},
 			},
@@ -351,13 +351,13 @@ var data = []TestData{
 						Status:     models.Reconciled,
 						AccountId:  1,
 						SecurityId: -1,
-						Amount:     "-39.99",
+						Amount:     NewAmount("-39.99"),
 					},
 					{
 						Status:     models.Entered,
 						AccountId:  4,
 						SecurityId: -1,
-						Amount:     "39.99",
+						Amount:     NewAmount("39.99"),
 					},
 				},
 			},
@@ -370,13 +370,13 @@ var data = []TestData{
 						Status:     models.Reconciled,
 						AccountId:  5,
 						SecurityId: -1,
-						Amount:     "-24.56",
+						Amount:     NewAmount("-24.56"),
 					},
 					{
 						Status:     models.Entered,
 						AccountId:  6,
 						SecurityId: -1,
-						Amount:     "24.56",
+						Amount:     NewAmount("24.56"),
 					},
 				},
 			},
diff --git a/internal/integration/transactions_test.go b/internal/integration/transactions_test.go
index c9cf73f..7a2c585 100644
--- a/internal/integration/transactions_test.go
+++ b/internal/integration/transactions_test.go
@@ -120,7 +120,7 @@ func ensureTransactionsMatch(t *testing.T, expected, tran *models.Transaction, a
 				origsplit.RemoteId == origsplit.RemoteId &&
 				origsplit.Number == s.Number &&
 				origsplit.Memo == s.Memo &&
-				origsplit.Amount == s.Amount &&
+				origsplit.Amount.Cmp(&s.Amount.Rat) == 0 &&
 				(!matchsplitids || origsplit.SplitId == s.SplitId) {
 
 				if _, ok := foundIds[s.SplitId]; ok {
@@ -187,13 +187,13 @@ func TestCreateTransaction(t *testing.T) {
 					Status:     models.Reconciled,
 					AccountId:  d.accounts[1].AccountId,
 					SecurityId: -1,
-					Amount:     "-39.98",
+					Amount:     NewAmount("-39.98"),
 				},
 				{
 					Status:     models.Entered,
 					AccountId:  d.accounts[4].AccountId,
 					SecurityId: -1,
-					Amount:     "39.99",
+					Amount:     NewAmount("39.99"),
 				},
 			},
 		}
@@ -333,7 +333,7 @@ func TestUpdateTransaction(t *testing.T) {
 			tran.UserId = curr.UserId
 
 			// Make sure we can't create an unbalanced transaction
-			tran.Splits[len(tran.Splits)-1].Amount = "42"
+			tran.Splits[len(tran.Splits)-1].Amount = NewAmount("42")
 			_, err = updateTransaction(d.clients[orig.UserId], tran)
 			if err == nil {
 				t.Fatalf("Expected error updating imbalanced transaction")
diff --git a/internal/models/amounts.go b/internal/models/amounts.go
new file mode 100644
index 0000000..f5627a6
--- /dev/null
+++ b/internal/models/amounts.go
@@ -0,0 +1,156 @@
+package models
+
+import (
+	"encoding/json"
+	"fmt"
+	"math"
+	"math/big"
+	"strings"
+)
+
+type Amount struct {
+	big.Rat
+}
+
+type PrecisionError struct {
+	message string
+}
+
+func (p PrecisionError) Error() string {
+	return p.message
+}
+
+// Whole returns the integral portion of the Amount
+func (amount Amount) Whole() (int64, error) {
+	var whole big.Int
+	whole.Quo(amount.Num(), amount.Denom())
+	if whole.IsInt64() {
+		return whole.Int64(), nil
+	}
+	return 0, PrecisionError{"integral portion of Amount cannot be represented as an int64"}
+}
+
+// Fractional returns the fractional portion of the Amount, multiplied by
+// 10^precision
+func (amount Amount) Fractional(precision uint64) (int64, error) {
+	if precision < amount.Precision() {
+		return 0, PrecisionError{"Fractional portion of Amount cannot be represented with the given precision"}
+	}
+
+	// Reduce the fraction to its simplest form
+	var r, gcd, d, n big.Int
+	r.Rem(amount.Num(), amount.Denom())
+	gcd.GCD(nil, nil, &r, amount.Denom())
+	if gcd.Sign() != 0 {
+		n.Quo(&r, &gcd)
+		d.Quo(amount.Denom(), &gcd)
+	} else {
+		n.Set(&r)
+		d.Set(amount.Denom())
+	}
+
+	// Figure out what we need to multiply the numerator by to get the
+	// denominator to be 10^precision
+	var prec, multiplier big.Int
+	prec.SetUint64(precision)
+	multiplier.SetInt64(10)
+	multiplier.Exp(&multiplier, &prec, nil)
+	multiplier.Quo(&multiplier, &d)
+
+	n.Mul(&n, &multiplier)
+	if n.IsInt64() {
+		return n.Int64(), nil
+	}
+	return 0, fmt.Errorf("Fractional portion of Amount does not fit in int64 with given precision")
+}
+
+// FromParts re-assembles an Amount from the results from previous calls to
+// Whole and Fractional
+func (amount *Amount) FromParts(whole, fractional int64, precision uint64) {
+	var fracnum, fracdenom, power big.Int
+	fracnum.SetInt64(fractional)
+	fracdenom.SetInt64(10)
+	power.SetUint64(precision)
+	fracdenom.Exp(&fracdenom, &power, nil)
+
+	var fracrat big.Rat
+	fracrat.SetFrac(&fracnum, &fracdenom)
+	amount.Rat.SetInt64(whole)
+	amount.Rat.Add(&amount.Rat, &fracrat)
+}
+
+// Round rounds the given Amount to the given precision
+func (amount *Amount) Round(precision uint64) {
+	// This probably isn't exactly the most efficient way to do this...
+	amount.SetString(amount.FloatString(int(precision)))
+}
+
+func (amount Amount) String() string {
+	return amount.FloatString(int(amount.Precision()))
+}
+
+func (amount *Amount) UnmarshalJSON(bytes []byte) error {
+	var value string
+	if err := json.Unmarshal(bytes, &value); err != nil {
+		return err
+	}
+	value = strings.TrimSpace(value)
+
+	if _, ok := amount.SetString(value); !ok {
+		return fmt.Errorf("Failed to parse '%s' into Amount", value)
+	}
+	return nil
+}
+
+func (amount Amount) MarshalJSON() ([]byte, error) {
+	return json.Marshal(amount.String())
+}
+
+// Precision returns the minimum positive integer p such that if you multiplied
+// this Amount by 10^p, it would become an integer
+func (amount Amount) Precision() uint64 {
+	if amount.IsInt() || amount.Sign() == 0 {
+		return 0
+	}
+
+	// Find d, the denominator of the reduced fractional portion of 'amount'
+	var r, gcd, d big.Int
+	r.Rem(amount.Num(), amount.Denom())
+	gcd.GCD(nil, nil, &r, amount.Denom())
+	if gcd.Sign() != 0 {
+		d.Quo(amount.Denom(), &gcd)
+	} else {
+		d.Set(amount.Denom())
+	}
+	d.Abs(&d)
+
+	var power, result big.Int
+	one := big.NewInt(1)
+	ten := big.NewInt(10)
+
+	// Estimate an initial power
+	if d.IsUint64() {
+		power.SetInt64(int64(math.Log10(float64(d.Uint64()))))
+	} else {
+
+		// If the simplified denominator wasn't a uint64, its > 10^19
+		power.SetInt64(19)
+	}
+
+	// If the initial estimate was too high, bring it down
+	result.Exp(ten, &power, nil)
+	for result.Cmp(&d) > 0 {
+		power.Sub(&power, one)
+		result.Exp(ten, &power, nil)
+	}
+	// If it was too low, bring it up
+	for result.Cmp(&d) < 0 {
+		power.Add(&power, one)
+		result.Exp(ten, &power, nil)
+	}
+
+	if !power.IsUint64() {
+		panic("Unable to represent Amount's precision as a uint64")
+	}
+	return power.Uint64()
+}
diff --git a/internal/models/amounts_test.go b/internal/models/amounts_test.go
new file mode 100644
index 0000000..c7f45ed
--- /dev/null
+++ b/internal/models/amounts_test.go
@@ -0,0 +1,159 @@
+package models_test
+
+import (
+	"github.com/aclindsa/moneygo/internal/models"
+	"testing"
+)
+
+func expectedPrecision(t *testing.T, amount *models.Amount, precision uint64) {
+	t.Helper()
+	if amount.Precision() != precision {
+		t.Errorf("Expected precision %d for %s, found %d", precision, amount.String(), amount.Precision())
+	}
+}
+
+func TestAmountPrecision(t *testing.T) {
+	var a models.Amount
+	a.SetString("1.1928712")
+	expectedPrecision(t, &a, 7)
+	a.SetString("0")
+	expectedPrecision(t, &a, 0)
+	a.SetString("-0.7")
+	expectedPrecision(t, &a, 1)
+	a.SetString("-1.1837281037509137509173049173052130957210361309572047598275398265926351231426357130289523647634895285603247284245928712")
+	expectedPrecision(t, &a, 118)
+	a.SetInt64(1050)
+	expectedPrecision(t, &a, 0)
+}
+
+func TestAmountRound(t *testing.T) {
+	var a models.Amount
+	tests := []struct {
+		String   string
+		RoundTo  uint64
+		Expected string
+	}{
+		{"0", 5, "0"},
+		{"929.92928", 2, "929.93"},
+		{"-105.499999", 4, "-105.5"},
+		{"0.5111111", 1, "0.5"},
+		{"0.5111111", 0, "1"},
+		{"9.876456", 3, "9.876"},
+	}
+
+	for _, test := range tests {
+		a.SetString(test.String)
+		a.Round(test.RoundTo)
+		if a.String() != test.Expected {
+			t.Errorf("Expected '%s' after Round(%d) to be %s intead of %s\n", test.String, test.RoundTo, test.Expected, a.String())
+		}
+	}
+}
+
+func TestAmountString(t *testing.T) {
+	var a models.Amount
+	for _, s := range []string{
+		"1.1928712",
+		"0",
+		"-0.7",
+		"-1.1837281037509137509173049173052130957210361309572047598275398265926351231426357130289523647634895285603247284245928712",
+		"1050",
+	} {
+		a.SetString(s)
+		if s != a.String() {
+			t.Errorf("Expected '%s', found '%s'", s, a.String())
+		}
+	}
+
+	a.SetString("+182.27")
+	if "182.27" != a.String() {
+		t.Errorf("Expected '182.27', found '%s'", a.String())
+	}
+	a.SetString("-0")
+	if "0" != a.String() {
+		t.Errorf("Expected '0', found '%s'", a.String())
+	}
+}
+
+func TestWhole(t *testing.T) {
+	var a models.Amount
+	tests := []struct {
+		String string
+		Whole  int64
+	}{
+		{"0", 0},
+		{"-0", 0},
+		{"181.1293871230", 181},
+		{"-0.1821", 0},
+		{"99992737.9", 99992737},
+		{"-7380.000009", -7380},
+		{"4108740192740912741", 4108740192740912741},
+	}
+
+	for _, test := range tests {
+		a.SetString(test.String)
+		val, err := a.Whole()
+		if err != nil {
+			t.Errorf("Unexpected error: %s\n", err)
+		} else if val != test.Whole {
+			t.Errorf("Expected '%s'.Whole() to return %d intead of %d\n", test.String, test.Whole, val)
+		}
+	}
+
+	a.SetString("81367662642302823790328492349823472634926342")
+	_, err := a.Whole()
+	if err == nil {
+		t.Errorf("Expected error for overflowing int64")
+	}
+}
+
+func TestFractional(t *testing.T) {
+	var a models.Amount
+	tests := []struct {
+		String     string
+		Precision  uint64
+		Fractional int64
+	}{
+		{"0", 5, 0},
+		{"181.1293871230", 9, 129387123},
+		{"181.1293871230", 10, 1293871230},
+		{"181.1293871230", 15, 129387123000000},
+		{"1828.37", 7, 3700000},
+		{"-0.748", 5, -74800},
+		{"-9", 5, 0},
+		{"-9.9", 1, -9},
+	}
+
+	for _, test := range tests {
+		a.SetString(test.String)
+		val, err := a.Fractional(test.Precision)
+		if err != nil {
+			t.Errorf("Unexpected error: %s\n", err)
+		} else if val != test.Fractional {
+			t.Errorf("Expected '%s'.Fractional(%d) to return %d intead of %d\n", test.String, test.Precision, test.Fractional, val)
+		}
+	}
+}
+
+func TestFromParts(t *testing.T) {
+	var a models.Amount
+	tests := []struct {
+		Whole      int64
+		Fractional int64
+		Precision  uint64
+		Result     string
+	}{
+		{839, 9080, 4, "839.908"},
+		{-10, 0, 5, "-10"},
+		{0, 900, 10, "0.00000009"},
+		{9128713621, 87272727, 20, "9128713621.00000000000087272727"},
+		{89, 1, 0, "90"}, // Not sure if this should really be supported, but it is
+	}
+
+	for _, test := range tests {
+		a.FromParts(test.Whole, test.Fractional, test.Precision)
+		if a.String() != test.Result {
+			t.Errorf("Expected Amount.FromParts(%d, %d, %d) to return %s intead of %s\n", test.Whole, test.Fractional, test.Precision, test.Result, a.String())
+		}
+	}
+}
diff --git a/internal/models/prices.go b/internal/models/prices.go
index 7958e52..13594d6 100644
--- a/internal/models/prices.go
+++ b/internal/models/prices.go
@@ -12,7 +12,7 @@ type Price struct {
 	SecurityId int64
 	CurrencyId int64
 	Date       time.Time
-	Value      string // String representation of decimal price of Security in Currency units, suitable for passing to big.Rat.SetString()
+	Value      Amount // price of Security in Currency units
 	RemoteId   string // unique ID from source, for detecting duplicates
 }
 
diff --git a/internal/models/securities.go b/internal/models/securities.go
index 67557be..9d7125a 100644
--- a/internal/models/securities.go
+++ b/internal/models/securities.go
@@ -23,6 +23,9 @@ func GetSecurityType(typestring string) SecurityType {
 	}
 }
 
+// MaxPrexision denotes the maximum valid value for Security.Precision
+const MaxPrecision uint64 = 15
+
 type Security struct {
 	SecurityId  int64
 	UserId      int64
@@ -31,7 +34,7 @@ type Security struct {
 	Symbol      string
 	// Number of decimal digits (to the right of the decimal point) this
 	// security is precise to
-	Precision int `db:"Preciseness"`
+	Precision uint64 `db:"Preciseness"`
 	Type      SecurityType
 	// AlternateId is CUSIP for Type=Stock, ISO4217 for Type=Currency
 	AlternateId string
diff --git a/internal/models/transactions.go b/internal/models/transactions.go
index 5046e65..e873a95 100644
--- a/internal/models/transactions.go
+++ b/internal/models/transactions.go
@@ -2,8 +2,6 @@ package models
 
 import (
 	"encoding/json"
-	"errors"
-	"math/big"
 	"net/http"
 	"strings"
 	"time"
@@ -49,28 +47,11 @@ type Split struct {
 	RemoteId string // unique ID from server, for detecting duplicates
 	Number   string // Check or reference number
 	Memo     string
-	Amount   string // String representation of decimal, suitable for passing to big.Rat.SetString()
-}
-
-func GetBigAmount(amt string) (*big.Rat, error) {
-	var r big.Rat
-	_, success := r.SetString(amt)
-	if !success {
-		return nil, errors.New("Couldn't convert string amount to big.Rat via SetString()")
-	}
-	return &r, nil
-}
-
-func (s *Split) GetAmount() (*big.Rat, error) {
-	return GetBigAmount(s.Amount)
+	Amount   Amount
 }
 
 func (s *Split) Valid() bool {
-	if (s.AccountId == -1) == (s.SecurityId == -1) {
-		return false
-	}
-	_, err := s.GetAmount()
-	return err == nil
+	return (s.AccountId == -1) != (s.SecurityId == -1)
 }
 
 type Transaction struct {
@@ -89,8 +70,8 @@ type AccountTransactionsList struct {
 	Account           *Account
 	Transactions      *[]*Transaction
 	TotalTransactions int64
-	BeginningBalance  string
-	EndingBalance     string
+	BeginningBalance  Amount
+	EndingBalance     Amount
 }
 
 func (t *Transaction) Write(w http.ResponseWriter) error {
diff --git a/internal/reports/accounts.go b/internal/reports/accounts.go
index d495c06..faa7778 100644
--- a/internal/reports/accounts.go
+++ b/internal/reports/accounts.go
@@ -147,18 +147,12 @@ func luaAccount__index(L *lua.LState) int {
 	return 1
 }
 
-func balanceFromSplits(splits *[]*models.Split) (*big.Rat, error) {
-	var balance, tmp big.Rat
+func balanceFromSplits(splits *[]*models.Split) *big.Rat {
+	var balance big.Rat
 	for _, s := range *splits {
-		rat_amount, err := models.GetBigAmount(s.Amount)
-		if err != nil {
-			return nil, err
-		}
-		tmp.Add(&balance, rat_amount)
-		balance.Set(&tmp)
+		balance.Add(&balance, &s.Amount.Rat)
 	}
-
-	return &balance, nil
+	return &balance
 }
 
 func luaAccountBalance(L *lua.LState) int {
@@ -196,14 +190,12 @@ func luaAccountBalance(L *lua.LState) int {
 	if err != nil {
 		panic("Failed to fetch splits for account:" + err.Error())
 	}
-	rat, err := balanceFromSplits(splits)
-	if err != nil {
-		panic("Failed to calculate balance for account:" + err.Error())
-	}
+	rat := balanceFromSplits(splits)
 	b := &Balance{
-		Amount:   rat,
+		Amount:   models.Amount{*rat},
 		Security: security,
 	}
+
 	L.Push(BalanceToLua(L, b))
 
 	return 1
diff --git a/internal/reports/balance.go b/internal/reports/balance.go
index acd5c43..bc06bbe 100644
--- a/internal/reports/balance.go
+++ b/internal/reports/balance.go
@@ -3,12 +3,11 @@ package reports
 import (
 	"github.com/aclindsa/moneygo/internal/models"
 	"github.com/yuin/gopher-lua"
-	"math/big"
 )
 
 type Balance struct {
 	Security *models.Security
-	Amount   *big.Rat
+	Amount   models.Amount
 }
 
 const luaBalanceTypeName = "balance"
@@ -66,10 +65,8 @@ func luaGetBalanceOperands(L *lua.LState, m int, n int) (*Balance, *Balance) {
 	} else if bm != nil {
 		nn := L.CheckNumber(n)
 		var balance Balance
-		var rat big.Rat
 		balance.Security = bm.Security
-		balance.Amount = rat.SetFloat64(float64(nn))
-		if balance.Amount == nil {
+		if balance.Amount.SetFloat64(float64(nn)) == nil {
 			L.ArgError(n, "non-finite float invalid for operand to balance arithemetic")
 			return nil, nil
 		}
@@ -77,10 +74,8 @@ func luaGetBalanceOperands(L *lua.LState, m int, n int) (*Balance, *Balance) {
 	} else if bn != nil {
 		nm := L.CheckNumber(m)
 		var balance Balance
-		var rat big.Rat
 		balance.Security = bn.Security
-		balance.Amount = rat.SetFloat64(float64(nm))
-		if balance.Amount == nil {
+		if balance.Amount.SetFloat64(float64(nm)) == nil {
 			L.ArgError(m, "non-finite float invalid for operand to balance arithemetic")
 			return nil, nil
 		}
@@ -110,7 +105,7 @@ func luaBalance__index(L *lua.LState) int {
 func luaBalance__tostring(L *lua.LState) int {
 	b := luaCheckBalance(L, 1)
 
-	L.Push(lua.LString(b.Security.Symbol + " " + b.Amount.FloatString(b.Security.Precision)))
+	L.Push(lua.LString(b.Security.Symbol + " " + b.Amount.FloatString(int(b.Security.Precision))))
 
 	return 1
 }
@@ -119,7 +114,7 @@ func luaBalance__eq(L *lua.LState) int {
 	a := luaCheckBalance(L, 1)
 	b := luaCheckBalance(L, 2)
 
-	L.Push(lua.LBool(a.Security.SecurityId == b.Security.SecurityId && a.Amount.Cmp(b.Amount) == 0))
+	L.Push(lua.LBool(a.Security.SecurityId == b.Security.SecurityId && a.Amount.Cmp(&b.Amount.Rat) == 0))
 
 	return 1
 }
@@ -131,7 +126,7 @@ func luaBalance__lt(L *lua.LState) int {
 		L.ArgError(2, "Can't compare balances with different securities")
 	}
 
-	L.Push(lua.LBool(a.Amount.Cmp(b.Amount) < 0))
+	L.Push(lua.LBool(a.Amount.Cmp(&b.Amount.Rat) < 0))
 
 	return 1
 }
@@ -143,7 +138,7 @@ func luaBalance__le(L *lua.LState) int {
 		L.ArgError(2, "Can't compare balances with different securities")
 	}
 
-	L.Push(lua.LBool(a.Amount.Cmp(b.Amount) <= 0))
+	L.Push(lua.LBool(a.Amount.Cmp(&b.Amount.Rat) <= 0))
 
 	return 1
 }
@@ -156,9 +151,8 @@ func luaBalance__add(L *lua.LState) int {
 	}
 
 	var balance Balance
-	var rat big.Rat
 	balance.Security = a.Security
-	balance.Amount = rat.Add(a.Amount, b.Amount)
+	balance.Amount.Add(&a.Amount.Rat, &b.Amount.Rat)
 	L.Push(BalanceToLua(L, &balance))
 
 	return 1
@@ -172,9 +166,8 @@ func luaBalance__sub(L *lua.LState) int {
 	}
 
 	var balance Balance
-	var rat big.Rat
 	balance.Security = a.Security
-	balance.Amount = rat.Sub(a.Amount, b.Amount)
+	balance.Amount.Sub(&a.Amount.Rat, &b.Amount.Rat)
 	L.Push(BalanceToLua(L, &balance))
 
 	return 1
@@ -188,9 +181,8 @@ func luaBalance__mul(L *lua.LState) int {
 	}
 
 	var balance Balance
-	var rat big.Rat
 	balance.Security = a.Security
-	balance.Amount = rat.Mul(a.Amount, b.Amount)
+	balance.Amount.Mul(&a.Amount.Rat, &b.Amount.Rat)
 	L.Push(BalanceToLua(L, &balance))
 
 	return 1
@@ -204,9 +196,8 @@ func luaBalance__div(L *lua.LState) int {
 	}
 
 	var balance Balance
-	var rat big.Rat
 	balance.Security = a.Security
-	balance.Amount = rat.Quo(a.Amount, b.Amount)
+	balance.Amount.Quo(&a.Amount.Rat, &b.Amount.Rat)
 	L.Push(BalanceToLua(L, &balance))
 
 	return 1
@@ -216,9 +207,8 @@ func luaBalance__unm(L *lua.LState) int {
 	b := luaCheckBalance(L, 1)
 
 	var balance Balance
-	var rat big.Rat
 	balance.Security = b.Security
-	balance.Amount = rat.Neg(b.Amount)
+	balance.Amount.Neg(&b.Amount.Rat)
 	L.Push(BalanceToLua(L, &balance))
 
 	return 1
diff --git a/internal/reports/prices.go b/internal/reports/prices.go
index 862448a..6c80e4c 100644
--- a/internal/reports/prices.go
+++ b/internal/reports/prices.go
@@ -60,11 +60,7 @@ func luaPrice__index(L *lua.LState) int {
 		}
 		L.Push(SecurityToLua(L, c))
 	case "Value", "value":
-		amt, err := models.GetBigAmount(p.Value)
-		if err != nil {
-			panic(err)
-		}
-		float, _ := amt.Float64()
+		float, _ := p.Value.Float64()
 		L.Push(lua.LNumber(float))
 	default:
 		L.ArgError(2, "unexpected price attribute: "+field)
@@ -86,7 +82,7 @@ func luaPrice__tostring(L *lua.LState) int {
 		panic("Price's currency or security not found for user")
 	}
 
-	L.Push(lua.LString(p.Value + " " + c.Symbol + " (" + s.Symbol + ")"))
+	L.Push(lua.LString(p.Value.String() + " " + c.Symbol + " (" + s.Symbol + ")"))
 
 	return 1
 }
diff --git a/internal/store/db/db.go b/internal/store/db/db.go
index 5daa9aa..76669c5 100644
--- a/internal/store/db/db.go
+++ b/internal/store/db/db.go
@@ -40,10 +40,10 @@ func getDbMap(db *sql.DB, dbtype config.DbType) (*gorp.DbMap, error) {
 	dbmap.AddTableWithName(models.User{}, "users").SetKeys(true, "UserId")
 	dbmap.AddTableWithName(models.Session{}, "sessions").SetKeys(true, "SessionId")
 	dbmap.AddTableWithName(models.Security{}, "securities").SetKeys(true, "SecurityId")
-	dbmap.AddTableWithName(models.Price{}, "prices").SetKeys(true, "PriceId")
+	dbmap.AddTableWithName(Price{}, "prices").SetKeys(true, "PriceId")
 	dbmap.AddTableWithName(models.Account{}, "accounts").SetKeys(true, "AccountId")
 	dbmap.AddTableWithName(models.Transaction{}, "transactions").SetKeys(true, "TransactionId")
-	dbmap.AddTableWithName(models.Split{}, "splits").SetKeys(true, "SplitId")
+	dbmap.AddTableWithName(Split{}, "splits").SetKeys(true, "SplitId")
 	rtable := dbmap.AddTableWithName(models.Report{}, "reports").SetKeys(true, "ReportId")
 	rtable.ColMap("Lua").SetMaxSize(models.LuaMaxLength + luaMaxLengthBuffer)
 
diff --git a/internal/store/db/prices.go b/internal/store/db/prices.go
index 2df2ab9..e44f32f 100644
--- a/internal/store/db/prices.go
+++ b/internal/store/db/prices.go
@@ -6,73 +6,150 @@ import (
 	"time"
 )
 
+// Price is a mirror of models.Price with the Value broken out into whole and
+// fractional components
+type Price struct {
+	PriceId         int64
+	SecurityId      int64
+	CurrencyId      int64
+	Date            time.Time
+	WholeValue      int64
+	FractionalValue int64
+	RemoteId        string // unique ID from source, for detecting duplicates
+}
+
+func NewPrice(p *models.Price) (*Price, error) {
+	whole, err := p.Value.Whole()
+	if err != nil {
+		return nil, err
+	}
+	fractional, err := p.Value.Fractional(MaxPrecision)
+	if err != nil {
+		return nil, err
+	}
+	return &Price{
+		PriceId:         p.PriceId,
+		SecurityId:      p.SecurityId,
+		CurrencyId:      p.CurrencyId,
+		Date:            p.Date,
+		WholeValue:      whole,
+		FractionalValue: fractional,
+		RemoteId:        p.RemoteId,
+	}, nil
+}
+
+func (p Price) Price() *models.Price {
+	price := &models.Price{
+		PriceId:    p.PriceId,
+		SecurityId: p.SecurityId,
+		CurrencyId: p.CurrencyId,
+		Date:       p.Date,
+		RemoteId:   p.RemoteId,
+	}
+	price.Value.FromParts(p.WholeValue, p.FractionalValue, MaxPrecision)
+
+	return price
+}
+
 func (tx *Tx) PriceExists(price *models.Price) (bool, error) {
-	var prices []*models.Price
-	_, err := tx.Select(&prices, "SELECT * from prices where SecurityId=? AND CurrencyId=? AND Date=? AND Value=?", price.SecurityId, price.CurrencyId, price.Date, price.Value)
+	p, err := NewPrice(price)
+	if err != nil {
+		return false, err
+	}
+
+	var prices []*Price
+	_, err = tx.Select(&prices, "SELECT * from prices where SecurityId=? AND CurrencyId=? AND Date=? AND WholeValue=? AND FractionalValue=?", p.SecurityId, p.CurrencyId, p.Date, p.WholeValue, p.FractionalValue)
 	return len(prices) > 0, err
 }
 
 func (tx *Tx) InsertPrice(price *models.Price) error {
-	return tx.Insert(price)
+	p, err := NewPrice(price)
+	if err != nil {
+		return err
+	}
+	err = tx.Insert(p)
+	if err != nil {
+		return err
+	}
+	*price = *p.Price()
+	return nil
 }
 
 func (tx *Tx) GetPrice(priceid, securityid int64) (*models.Price, error) {
-	var price models.Price
+	var price Price
 	err := tx.SelectOne(&price, "SELECT * from prices where PriceId=? AND SecurityId=?", priceid, securityid)
 	if err != nil {
 		return nil, err
 	}
-	return &price, nil
+	return price.Price(), nil
 }
 
 func (tx *Tx) GetPrices(securityid int64) (*[]*models.Price, error) {
-	var prices []*models.Price
+	var prices []*Price
+	var modelprices []*models.Price
 
 	_, err := tx.Select(&prices, "SELECT * from prices where SecurityId=?", securityid)
 	if err != nil {
 		return nil, err
 	}
-	return &prices, nil
+
+	for _, p := range prices {
+		modelprices = append(modelprices, p.Price())
+	}
+
+	return &modelprices, nil
 }
 
 // Return the latest price for security in currency units before date
 func (tx *Tx) GetLatestPrice(security, currency *models.Security, date *time.Time) (*models.Price, error) {
-	var price models.Price
+	var price Price
 	err := tx.SelectOne(&price, "SELECT * from prices where SecurityId=? AND CurrencyId=? AND Date <= ? ORDER BY Date DESC LIMIT 1", security.SecurityId, currency.SecurityId, date)
 	if err != nil {
 		return nil, err
 	}
-	return &price, nil
+	return price.Price(), nil
 }
 
 // Return the earliest price for security in currency units after date
 func (tx *Tx) GetEarliestPrice(security, currency *models.Security, date *time.Time) (*models.Price, error) {
-	var price models.Price
+	var price Price
 	err := tx.SelectOne(&price, "SELECT * from prices where SecurityId=? AND CurrencyId=? AND Date >= ? ORDER BY Date ASC LIMIT 1", security.SecurityId, currency.SecurityId, date)
 	if err != nil {
 		return nil, err
 	}
-	return &price, nil
+	return price.Price(), nil
 }
 
 func (tx *Tx) UpdatePrice(price *models.Price) error {
-	count, err := tx.Update(price)
+	p, err := NewPrice(price)
+	if err != nil {
+		return err
+	}
+
+	count, err := tx.Update(p)
 	if err != nil {
 		return err
 	}
 	if count != 1 {
 		return fmt.Errorf("Expected to update 1 price, was going to update %d", count)
 	}
+	*price = *p.Price()
 	return nil
 }
 
 func (tx *Tx) DeletePrice(price *models.Price) error {
-	count, err := tx.Delete(price)
+	p, err := NewPrice(price)
+	if err != nil {
+		return err
+	}
+
+	count, err := tx.Delete(p)
 	if err != nil {
 		return err
 	}
 	if count != 1 {
 		return fmt.Errorf("Expected to delete 1 price, was going to delete %d", count)
 	}
+	*price = *p.Price()
 	return nil
 }
diff --git a/internal/store/db/securities.go b/internal/store/db/securities.go
index 83a5659..6db9b28 100644
--- a/internal/store/db/securities.go
+++ b/internal/store/db/securities.go
@@ -6,6 +6,17 @@ import (
 	"github.com/aclindsa/moneygo/internal/store"
 )
 
+// MaxPrexision denotes the maximum valid value for models.Security.Precision.
+// This constant is used when storing amounts in securities into the database,
+// so it must not be changed without appropriately migrating the database.
+const MaxPrecision uint64 = 15
+
+func init() {
+	if MaxPrecision < models.MaxPrecision {
+		panic("db.MaxPrecision must be >= models.MaxPrecision")
+	}
+}
+
 func (tx *Tx) GetSecurity(securityid int64, userid int64) (*models.Security, error) {
 	var s models.Security
 
diff --git a/internal/store/db/transactions.go b/internal/store/db/transactions.go
index 29168df..1bcf989 100644
--- a/internal/store/db/transactions.go
+++ b/internal/store/db/transactions.go
@@ -9,6 +9,71 @@ import (
 	"time"
 )
 
+// Split is a mirror of models.Split with the Amount broken out into whole and
+// fractional components
+type Split struct {
+	SplitId         int64
+	TransactionId   int64
+	Status          int64
+	ImportSplitType int64
+
+	// One of AccountId and SecurityId must be -1
+	// In normal splits, AccountId will be valid and SecurityId will be -1. The
+	// only case where this is reversed is for transactions that have been
+	// imported and not yet associated with an account.
+	AccountId  int64
+	SecurityId int64
+
+	RemoteId string // unique ID from server, for detecting duplicates
+	Number   string // Check or reference number
+	Memo     string
+
+	// Amount.Whole and Amount.Fractional(MaxPrecision)
+	WholeAmount      int64
+	FractionalAmount int64
+}
+
+func NewSplit(s *models.Split) (*Split, error) {
+	whole, err := s.Amount.Whole()
+	if err != nil {
+		return nil, err
+	}
+	fractional, err := s.Amount.Fractional(MaxPrecision)
+	if err != nil {
+		return nil, err
+	}
+	return &Split{
+		SplitId:          s.SplitId,
+		TransactionId:    s.TransactionId,
+		Status:           s.Status,
+		ImportSplitType:  s.ImportSplitType,
+		AccountId:        s.AccountId,
+		SecurityId:       s.SecurityId,
+		RemoteId:         s.RemoteId,
+		Number:           s.Number,
+		Memo:             s.Memo,
+		WholeAmount:      whole,
+		FractionalAmount: fractional,
+	}, nil
+}
+
+func (s Split) Split() *models.Split {
+	split := &models.Split{
+		SplitId:         s.SplitId,
+		TransactionId:   s.TransactionId,
+		Status:          s.Status,
+		ImportSplitType: s.ImportSplitType,
+		AccountId:       s.AccountId,
+		SecurityId:      s.SecurityId,
+		RemoteId:        s.RemoteId,
+		Number:          s.Number,
+		Memo:            s.Memo,
+	}
+	split.Amount.FromParts(s.WholeAmount, s.FractionalAmount, MaxPrecision)
+
+	return split
+}
+
 func (tx *Tx) incrementAccountVersions(user *models.User, accountids []int64) error {
 	for i := range accountids {
 		account, err := tx.GetAccount(accountids[i], user.UserId)
@@ -68,10 +133,15 @@ func (tx *Tx) InsertTransaction(t *models.Transaction, user *models.User) error
 	for i := range t.Splits {
 		t.Splits[i].TransactionId = t.TransactionId
 		t.Splits[i].SplitId = -1
-		err = tx.Insert(t.Splits[i])
+		s, err := NewSplit(t.Splits[i])
 		if err != nil {
 			return err
 		}
+		err = tx.Insert(s)
+		if err != nil {
+			return err
+		}
+		*t.Splits[i] = *s.Split()
 	}
 
 	return nil
@@ -84,17 +154,22 @@ func (tx *Tx) SplitExists(s *models.Split) (bool, error) {
 
 func (tx *Tx) GetTransaction(transactionid int64, userid int64) (*models.Transaction, error) {
 	var t models.Transaction
+	var splits []*Split
 
 	err := tx.SelectOne(&t, "SELECT * from transactions where UserId=? AND TransactionId=?", userid, transactionid)
 	if err != nil {
 		return nil, err
 	}
 
-	_, err = tx.Select(&t.Splits, "SELECT * from splits where TransactionId=?", transactionid)
+	_, err = tx.Select(&splits, "SELECT * from splits where TransactionId=?", transactionid)
 	if err != nil {
 		return nil, err
 	}
 
+	for _, split := range splits {
+		t.Splits = append(t.Splits, split.Split())
+	}
+
 	return &t, nil
 }
 
@@ -107,17 +182,21 @@ func (tx *Tx) GetTransactions(userid int64) (*[]*models.Transaction, error) {
 	}
 
 	for i := range transactions {
-		_, err := tx.Select(&transactions[i].Splits, "SELECT * from splits where TransactionId=?", transactions[i].TransactionId)
+		var splits []*Split
+		_, err := tx.Select(&splits, "SELECT * from splits where TransactionId=?", transactions[i].TransactionId)
 		if err != nil {
 			return nil, err
 		}
+		for _, split := range splits {
+			transactions[i].Splits = append(transactions[i].Splits, split.Split())
+		}
 	}
 
 	return &transactions, nil
 }
 
 func (tx *Tx) UpdateTransaction(t *models.Transaction, user *models.User) error {
-	var existing_splits []*models.Split
+	var existing_splits []*Split
 
 	_, err := tx.Select(&existing_splits, "SELECT * from splits where TransactionId=?", t.TransactionId)
 	if err != nil {
@@ -136,25 +215,30 @@ func (tx *Tx) UpdateTransaction(t *models.Transaction, user *models.User) error
 	// Insert splits, updating any pre-existing ones
 	for i := range t.Splits {
 		t.Splits[i].TransactionId = t.TransactionId
-		_, ok := s_map[t.Splits[i].SplitId]
+		s, err := NewSplit(t.Splits[i])
+		if err != nil {
+			return err
+		}
+		_, ok := s_map[s.SplitId]
 		if ok {
-			count, err := tx.Update(t.Splits[i])
+			count, err := tx.Update(s)
 			if err != nil {
 				return err
 			}
 			if count > 1 {
 				return fmt.Errorf("Updated %d transaction splits while attempting to update only 1", count)
 			}
-			delete(s_map, t.Splits[i].SplitId)
+			delete(s_map, s.SplitId)
 		} else {
-			t.Splits[i].SplitId = -1
-			err := tx.Insert(t.Splits[i])
+			s.SplitId = -1
+			err := tx.Insert(s)
 			if err != nil {
 				return err
 			}
 		}
+		*t.Splits[i] = *s.Split()
 		if t.Splits[i].AccountId != -1 {
-			a_map[t.Splits[i].AccountId] = true
+			a_map[s.AccountId] = true
 		}
 	}
 
@@ -222,57 +306,69 @@ func (tx *Tx) DeleteTransaction(t *models.Transaction, user *models.User) error
 }
 
 func (tx *Tx) GetAccountSplits(user *models.User, accountid int64) (*[]*models.Split, error) {
-	var splits []*models.Split
+	var modelsplits []*models.Split
+	var splits []*Split
 
 	sql := "SELECT DISTINCT splits.* FROM splits INNER JOIN transactions ON transactions.TransactionId = splits.TransactionId WHERE splits.AccountId=? AND transactions.UserId=?"
 	_, err := tx.Select(&splits, sql, accountid, user.UserId)
 	if err != nil {
 		return nil, err
 	}
-	return &splits, nil
+
+	for _, s := range splits {
+		modelsplits = append(modelsplits, s.Split())
+	}
+	return &modelsplits, nil
 }
 
 // Assumes accountid is valid and is owned by the current user
 func (tx *Tx) GetAccountSplitsDate(user *models.User, accountid int64, date *time.Time) (*[]*models.Split, error) {
-	var splits []*models.Split
+	var modelsplits []*models.Split
+	var splits []*Split
 
 	sql := "SELECT DISTINCT splits.* FROM splits INNER JOIN transactions ON transactions.TransactionId = splits.TransactionId WHERE splits.AccountId=? AND transactions.UserId=? AND transactions.Date < ?"
 	_, err := tx.Select(&splits, sql, accountid, user.UserId, date)
 	if err != nil {
 		return nil, err
 	}
-	return &splits, err
+
+	for _, s := range splits {
+		modelsplits = append(modelsplits, s.Split())
+	}
+	return &modelsplits, nil
 }
 
 func (tx *Tx) GetAccountSplitsDateRange(user *models.User, accountid int64, begin, end *time.Time) (*[]*models.Split, error) {
-	var splits []*models.Split
+	var modelsplits []*models.Split
+	var splits []*Split
 
 	sql := "SELECT DISTINCT splits.* FROM splits INNER JOIN transactions ON transactions.TransactionId = splits.TransactionId WHERE splits.AccountId=? AND transactions.UserId=? AND transactions.Date >= ? AND transactions.Date < ?"
 	_, err := tx.Select(&splits, sql, accountid, user.UserId, begin, end)
 	if err != nil {
 		return nil, err
 	}
-	return &splits, nil
+
+	for _, s := range splits {
+		modelsplits = append(modelsplits, s.Split())
+	}
+	return &modelsplits, nil
 }
 
 func (tx *Tx) transactionsBalanceDifference(accountid int64, transactions []*models.Transaction) (*big.Rat, error) {
-	var pageDifference, tmp big.Rat
+	var pageDifference big.Rat
 	for i := range transactions {
-		_, err := tx.Select(&transactions[i].Splits, "SELECT * FROM splits where TransactionId=?", transactions[i].TransactionId)
+		var splits []*Split
+		_, err := tx.Select(&splits, "SELECT * FROM splits where TransactionId=?", transactions[i].TransactionId)
 		if err != nil {
 			return nil, err
 		}
 
 		// Sum up the amounts from the splits we're returning so we can return
 		// an ending balance
-		for j := range transactions[i].Splits {
+		for j, s := range splits {
+			transactions[i].Splits = append(transactions[i].Splits, s.Split())
 			if transactions[i].Splits[j].AccountId == accountid {
-				rat_amount, err := models.GetBigAmount(transactions[i].Splits[j].Amount)
-				if err != nil {
-					return nil, err
-				}
-				tmp.Add(&pageDifference, rat_amount)
-				pageDifference.Set(&tmp)
+				pageDifference.Add(&pageDifference, &transactions[i].Splits[j].Amount.Rat)
 			}
 		}
 	}
@@ -338,24 +434,31 @@ func (tx *Tx) GetAccountTransactions(user *models.User, accountid int64, sort st
 
 	// Sum all the splits for all transaction splits for this account that
 	// occurred before the page we're returning
-	var amounts []string
-	sql = "SELECT s.Amount FROM splits AS s INNER JOIN (SELECT DISTINCT transactions.Date, transactions.TransactionId FROM transactions INNER JOIN splits ON transactions.TransactionId = splits.TransactionId WHERE transactions.UserId=? AND splits.AccountId=?" + sqlsort + balanceLimitOffset + ") as t ON s.TransactionId = t.TransactionId WHERE s.AccountId=?"
-	_, err = tx.Select(&amounts, sql, user.UserId, accountid, balanceLimitOffsetArg, accountid)
+	sql = "FROM splits AS s INNER JOIN (SELECT DISTINCT transactions.Date, transactions.TransactionId FROM transactions INNER JOIN splits ON transactions.TransactionId = splits.TransactionId WHERE transactions.UserId=? AND splits.AccountId=?" + sqlsort + balanceLimitOffset + ") as t ON s.TransactionId = t.TransactionId WHERE s.AccountId=?"
+	count, err = tx.SelectInt("SELECT count(*) "+sql, user.UserId, accountid, balanceLimitOffsetArg, accountid)
 	if err != nil {
 		return nil, err
 	}
 
-	var tmp, balance big.Rat
-	for _, amount := range amounts {
-		rat_amount, err := models.GetBigAmount(amount)
+	var balance models.Amount
+
+	// Don't attempt to 'sum()' the splits if none exist, because it is
+	// supposed to return null/nil in this case, which makes gorp angry since
+	// we're using SelectInt()
+	if count > 0 {
+		whole, err := tx.SelectInt("SELECT sum(s.WholeAmount) "+sql, user.UserId, accountid, balanceLimitOffsetArg, accountid)
 		if err != nil {
 			return nil, err
 		}
-		tmp.Add(&balance, rat_amount)
-		balance.Set(&tmp)
+		fractional, err := tx.SelectInt("SELECT sum(s.FractionalAmount) "+sql, user.UserId, accountid, balanceLimitOffsetArg, accountid)
+		if err != nil {
+			return nil, err
+		}
+		balance.FromParts(whole, fractional, MaxPrecision)
 	}
-	atl.BeginningBalance = balance.FloatString(security.Precision)
-	atl.EndingBalance = tmp.Add(&balance, pageDifference).FloatString(security.Precision)
+
+	atl.BeginningBalance = balance
+	atl.EndingBalance.Rat.Add(&balance.Rat, pageDifference)
 
 	return &atl, nil
 }