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run_id
large_string
quoted_ts
float64
corridor
large_string
send_amount
float64
provider
large_string
rate
float64
fee
float64
received_amount
float64
date_collected
large_string
is_wise_own_quote
bool
latency_s
float64
error
null
shortfall_vs_best_pct
float64
2026-08-26T1845Z
1,787,769,980.165694
USD-MXN
500
world-remit
16.568397
1.99
8,251.23
2026-08-25T21:29:31Z
false
0.27
null
3.7658
2026-08-26T1845Z
1,787,769,980.165694
USD-MXN
500
wells-fargo
16.423244
0
8,211.62
2026-08-25T16:10:37Z
false
0.27
null
4.2277
2026-08-26T1845Z
1,787,769,980.165694
USD-MXN
500
wise
16.9579
9.59
8,316.32
2026-08-26T18:46:20Z
true
0.27
null
3.0066
2026-08-26T1845Z
1,787,769,980.165694
USD-MXN
500
chase
16.440178
5
8,137.89
2026-08-25T15:20:47Z
false
0.27
null
5.0876
2026-08-26T1845Z
1,787,769,980.165694
USD-MXN
500
instarem
16.828321
0
8,414.16
2026-08-26T18:21:15.728218Z
false
0.27
null
1.8655
2026-08-26T1845Z
1,787,769,980.165694
USD-MXN
500
xoom
17.14821
0
8,574.11
2026-08-26T02:54:24.256346Z
false
0.27
null
0
2026-08-26T1845Z
1,787,769,980.165694
USD-MXN
500
ofx
16.578262
5
8,206.24
2026-08-26T18:42:01.693099Z
false
0.27
null
4.2905
2026-08-26T1845Z
1,787,769,980.165694
USD-MXN
500
paypal
16.223251
4.99
8,030.67
2026-08-26T18:33:32.172100Z
false
0.27
null
6.3382
2026-08-26T1845Z
1,787,769,980.835321
USD-INR
500
world-remit
95.296999
2.99
47,363.56
2026-08-25T21:29:23Z
false
0.181
null
0.0164
2026-08-26T1845Z
1,787,769,980.835321
USD-INR
500
wells-fargo
92.412419
0
46,206.21
2026-08-25T16:08:45Z
false
0.181
null
2.4596
2026-08-26T1845Z
1,787,769,980.835321
USD-INR
500
wise
95.4341
9.17
46,841.92
2026-08-26T18:46:20Z
true
0.181
null
1.1176
2026-08-26T1845Z
1,787,769,980.835321
USD-INR
500
chase
92.48376
5
45,779.46
2026-08-25T15:14:18Z
false
0.181
null
3.3604
2026-08-26T1845Z
1,787,769,980.835321
USD-INR
500
instarem
94.742696
0
47,371.35
2026-08-26T18:20:59.465817Z
false
0.181
null
0
2026-08-26T1845Z
1,787,769,980.835321
USD-INR
500
xoom
95.40154
3.49
47,367.82
2026-08-26T06:13:54.622704Z
false
0.181
null
0.0075
2026-08-26T1845Z
1,787,769,980.835321
USD-INR
500
ofx
92.019879
5
45,549.84
2026-08-26T18:41:32.794059Z
false
0.181
null
3.8452
2026-08-26T1845Z
1,787,769,980.835321
USD-INR
500
remitly
95.130598
3.99
47,185.73
2026-08-26T18:44:55.152248Z
false
0.181
null
0.3918
2026-08-26T1845Z
1,787,769,980.835321
USD-INR
500
state-bank-of-india
94.670736
0
47,335.37
2026-08-26T17:50:07.846357Z
false
0.181
null
0.076
2026-08-26T1845Z
1,787,769,981.416777
USD-PHP
500
wise
61.6656
9.43
30,251.29
2026-08-26T18:46:21Z
true
0.2
null
0.9001
2026-08-26T1845Z
1,787,769,981.416777
USD-PHP
500
wells-fargo
59.728283
0
29,864.14
2026-08-25T16:11:34Z
false
0.2
null
2.1683
2026-08-26T1845Z
1,787,769,981.416777
USD-PHP
500
ofx
59.156935
5
29,282.68
2026-08-26T18:42:43.743223Z
false
0.2
null
4.0731
2026-08-26T1845Z
1,787,769,981.416777
USD-PHP
500
xoom
59.698047
0
29,849.02
2026-08-26T06:31:52.052666Z
false
0.2
null
2.2178
2026-08-26T1845Z
1,787,769,981.416777
USD-PHP
500
paypal
59.114582
4.99
29,262.31
2026-08-26T17:33:42.207105Z
false
0.2
null
4.1398
2026-08-26T1845Z
1,787,769,981.416777
USD-PHP
500
instarem
61.052084
0
30,526.04
2026-08-26T18:21:39.647990Z
false
0.2
null
0
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
banco-santander-es
1.146515
0
1,146.51
2026-08-25T11:06:43Z
false
0.165
null
0.9888
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
paypal
1.118557
1.99
1,116.33
2026-08-26T18:42:39.980143Z
false
0.165
null
3.5951
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
abn-amro-bank
1.155151
10
1,143.6
2026-08-26T17:50:09.596800Z
false
0.165
null
1.2401
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
bnp
1.150148
0
1,150.15
2026-08-26T18:10:09.308980Z
false
0.165
null
0.6745
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
world-remit
1.139995
1.99
1,137.73
2026-08-25T21:28:49Z
false
0.165
null
1.747
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
commerzbank
1.154807
15
1,137.49
2026-08-26T18:10:07.505472Z
false
0.165
null
1.7678
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
rabobank
1.15362
16
1,135.16
2026-08-26T18:30:12.311674Z
false
0.165
null
1.969
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
ing-de
1.15342
32
1,116.51
2026-08-25T16:01:56Z
false
0.165
null
3.5796
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
sabadell
1.13038
22
1,105.51
2026-08-26T18:40:04.997641Z
false
0.165
null
4.5295
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
wise
1.1652
6.21
1,157.96
2026-08-26T18:46:06Z
true
0.165
null
0
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
monese
1.16525
20
1,141.94
2026-08-26T18:20:20.676517Z
false
0.165
null
1.3835
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
ofx
1.145647
10
1,134.19
2026-08-26T18:30:34.000474Z
false
0.165
null
2.0527
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
sparkasse
1.159658
15
1,142.26
2026-08-25T15:02:04Z
false
0.165
null
1.3558
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
xoom
1.115187
1.99
1,112.97
2026-08-26T17:42:25.898286Z
false
0.165
null
3.8853
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
bbva
1.122437
6
1,115.7
2026-08-25T20:58:25Z
false
0.165
null
3.6495
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
deutsche-bank
1.159104
36.55
1,116.74
2026-08-26T18:10:20.286288Z
false
0.165
null
3.5597
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
moneygram
1.148921
5.99
1,142.04
2026-08-26T12:34:29.903463Z
false
0.165
null
1.3748
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
lacaixa
1.138947
27
1,108.2
2026-08-26T18:20:07.332808Z
false
0.165
null
4.2972
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
unicredit
1.152006
15.25
1,134.44
2026-08-25T08:38:10Z
false
0.165
null
2.0312
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
western-union
1.138397
1.99
1,136.13
2026-08-25T19:23:35Z
false
0.165
null
1.8852
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
la-banque-postale
1.165999
37.9
1,121.81
2026-08-24T06:25:17Z
false
0.165
null
3.1219
2026-08-26T1845Z
1,787,769,982.016782
EUR-USD
1,000
instarem
1.157349
0
1,157.35
2026-08-26T18:31:34.136602Z
false
0.165
null
0.0527
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
xoom
109.924909
0
109,924.91
2026-08-26T17:32:04.235824Z
false
0.15
null
0.6605
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
ofx
107.352707
10
106,279.18
2026-08-26T18:28:38.173246Z
false
0.15
null
3.9552
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
rabobank
109.158862
16
107,412.32
2026-08-26T18:30:12.311513Z
false
0.15
null
2.9312
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
sparkasse
110.318132
15
108,663.36
2026-08-25T14:33:45Z
false
0.15
null
1.8006
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
abn-amro-bank
110.363332
14
108,818.25
2026-08-26T17:50:09.587345Z
false
0.15
null
1.6606
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
deutsche-bank
109.651512
36.55
105,643.75
2026-08-26T18:10:20.285838Z
false
0.15
null
4.5294
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
wise
111.2
6.67
110,458.3
2026-08-26T18:45:54Z
true
0.15
null
0.1785
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
state-bank-of-india
110.573152
0
110,573.15
2026-08-26T17:50:07.846330Z
false
0.15
null
0.0747
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
unicredit
108.929873
40.25
104,545.45
2026-08-25T08:29:17Z
false
0.15
null
5.522
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
la-banque-postale
105.068961
37.9
101,086.85
2026-08-24T06:47:07Z
false
0.15
null
8.6475
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
lacaixa
108.567142
27
105,635.83
2026-08-26T18:20:07.332724Z
false
0.15
null
4.5366
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
western-union
110.691155
1.99
110,470.88
2026-08-25T19:23:35Z
false
0.15
null
0.1671
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
bbva
107.198827
6
106,555.63
2026-08-25T20:35:36Z
false
0.15
null
3.7054
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
bnp
109.304102
0
109,304.1
2026-08-26T18:10:09.307819Z
false
0.15
null
1.2216
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
monese
110.846519
20
108,629.59
2026-08-26T18:20:20.676419Z
false
0.15
null
1.8311
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
world-remit
110.757889
1.99
110,537.48
2026-08-25T21:27:58Z
false
0.15
null
0.107
2026-08-26T1845Z
1,787,769,982.581868
EUR-INR
1,000
instarem
110.655829
0
110,655.83
2026-08-26T18:35:29.783964Z
false
0.15
null
0
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
santander-uk
1.127622
0
1,127.62
2026-08-25T13:50:14Z
false
0.254
null
2.9537
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
lloyds
1.124289
0
1,124.29
2026-08-25T14:10:55Z
false
0.254
null
3.2403
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
wise
1.16638
3.81
1,161.94
2026-08-26T18:46:14Z
true
0.254
null
0
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
instarem
1.159891
0
1,159.89
2026-08-26T18:24:28.989380Z
false
0.254
null
0.1764
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
hsbc
1.140894
0
1,140.89
2026-08-25T19:31:08Z
false
0.254
null
1.8116
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
ofx
1.145294
7
1,137.28
2026-08-26T18:19:36.540562Z
false
0.254
null
2.1223
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
paypal
1.120442
2.99
1,117.09
2026-08-26T18:35:03.127101Z
false
0.254
null
3.8599
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
natwest
1.139229
0
1,139.23
2026-08-26T15:30:07.023716Z
false
0.254
null
1.9545
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
monese
1.16609
20
1,142.77
2026-08-26T18:20:20.676614Z
false
0.254
null
1.6498
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
halifax
1.12373
0
1,123.73
2026-08-24T22:17:15Z
false
0.254
null
3.2885
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
barclays
1.134607
0
1,134.61
2026-08-25T13:13:12Z
false
0.254
null
2.3521
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
xoom
1.127397
1.49
1,125.72
2026-08-26T18:01:47.785909Z
false
0.254
null
3.1172
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
nationwide
1.138961
15
1,121.88
2026-08-26T18:20:03.373381Z
false
0.254
null
3.4477
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
rbs
1.139229
0
1,139.23
2026-08-26T16:30:06.061123Z
false
0.254
null
1.9545
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
moneygram
1.153977
0
1,153.98
2026-08-26T12:35:15.867490Z
false
0.254
null
0.6851
2026-08-26T1845Z
1,787,769,983.132026
GBP-EUR
1,000
remitly
1.154492
1.99
1,152.19
2026-08-26T18:40:06.565912Z
false
0.254
null
0.8391
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
xoom
128.65497
0
128,654.97
2026-08-26T18:03:33.123057Z
false
0.146
null
0.5428
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
ofx
125.299813
7
124,422.71
2026-08-26T18:20:07.877604Z
false
0.146
null
3.8146
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
remitly
129.369055
1.99
129,111.61
2026-08-26T18:40:08.936330Z
false
0.146
null
0.1898
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
lloyds
124.9782
9.5
123,790.91
2026-08-25T14:11:48Z
false
0.146
null
4.303
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
wise
129.7
5.14
129,033.34
2026-08-26T18:46:10Z
true
0.146
null
0.2503
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
state-bank-of-india
129.357116
0
129,357.12
2026-08-26T17:50:07.845355Z
false
0.146
null
0
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
santander-uk
126.300502
25
123,142.99
2026-08-25T13:50:14Z
false
0.146
null
4.8039
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
hsbc
128.641503
0
128,641.5
2026-08-25T19:12:27Z
false
0.146
null
0.5532
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
paypal
124.638936
2.99
124,266.27
2026-08-26T17:33:37.422967Z
false
0.146
null
3.9355
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
rbs
126.647174
0
126,647.17
2026-08-26T18:30:06.294867Z
false
0.146
null
2.0949
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
icici-bank
128.912539
1
128,783.63
2026-08-24T09:20:09.332758Z
false
0.146
null
0.4433
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
barclays
126.160933
0
126,160.93
2026-08-25T13:13:50Z
false
0.146
null
2.4708
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
nationwide
126.465919
15
124,568.93
2026-08-26T18:20:03.373412Z
false
0.146
null
3.7015
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
halifax
124.863659
9.5
123,677.45
2026-08-24T22:20:34Z
false
0.146
null
4.3907
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
natwest
126.647174
0
126,647.17
2026-08-26T17:30:06.982301Z
false
0.146
null
2.0949
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
monese
129.278269
20
126,692.7
2026-08-26T18:20:20.676647Z
false
0.146
null
2.0597
2026-08-26T1845Z
1,787,769,983.786547
GBP-INR
1,000
world-remit
129.026598
0
129,026.6
2026-08-25T19:04:31Z
false
0.146
null
0.2555
2026-08-26T1845Z
1,787,769,984.333037
EUR-TRY
500
ing-de
54.939191
22
26,260.93
2026-08-25T15:54:25Z
false
0.269
null
5.6837
2026-08-26T1845Z
1,787,769,984.333037
EUR-TRY
500
bbva
53.853633
6
26,603.69
2026-08-25T21:04:43Z
false
0.269
null
4.4526
2026-08-26T1845Z
1,787,769,984.333037
EUR-TRY
500
moneygram
55.441512
1.99
27,610.43
2026-08-26T12:33:26.904689Z
false
0.269
null
0.8369
2026-08-26T1845Z
1,787,769,984.333037
EUR-TRY
500
sparkasse
55.95745
15
27,139.36
2026-08-25T14:56:26Z
false
0.269
null
2.5288
2026-08-26T1845Z
1,787,769,984.333037
EUR-TRY
500
deutsche-bank
55.88466
36.55
25,899.75
2026-08-26T18:10:20.286269Z
false
0.269
null
6.9808
End of preview.

Remittance pricing panel

Repeated observations from Wise's public remittance comparison service, covering exchange rates, stated fees and estimated recipient amounts across selected currency corridors.

Contents

Table Record
remittance_quotes A provider's displayed comparison for a corridor and send amount, with rate, fees and recipient amount

Using the data

The collector queries twenty configured currency corridors at specified send amounts. Compare providers within the same corridor, amount and observation round. Recipient amounts provide a combined view of the displayed exchange rate and explicit fees.

Separate the collection timestamp from the source's price-update timestamp. A recently collected row can contain older competitor pricing. Wise's competitor comparisons can use previously collected markups applied to updated reference exchange rates, so these records should not be described as simultaneous executable quotes obtained directly from every provider.

Limitations

  • Wise operates the comparison service and is also one of the providers being compared. Provider selection and comparison methodology reflect that source.
  • Competitor information can be stale or reconstructed. Check update times before treating a change as a new provider quote.
  • Actual transfer terms can depend on payment method, customer eligibility, limits and verification requirements.
  • Provider coverage varies by corridor and date. The configured currency pairs do not constitute a complete survey of remittance markets.
  • Differences in displayed recipient amounts describe the comparison service's observations; they do not prove realised customer savings.

Files and access

Data is stored as Parquet files under table_name/YYYY/MM/, with partitions for collection windows. Each measurement table has a fixed 7-day sample beginning at its configured collection start date. The sample windows in this repository span 2026-08-26 to 2026-09-01. Availability within each window depends on successful collection. The public sample dates remain fixed as additional history accumulates privately. Contact DataForge through the discussions tab to enquire about additional history.

Load a table

Install datasets and pandas to run this example. The train split contains all observations in the selected table; it is not a predefined modelling split.

from datasets import load_dataset

data = load_dataset("dataforge-labs/remittance-pricing-panel",
                    "remittance_quotes", split="train")
df = data.to_pandas()

Coverage

collection_runs records collection windows, poll counts and failures. It is published in full and may cover dates beyond the fixed data sample. Collection gaps are not interpolated. Use this table together with measurement timestamps and error fields to assess coverage.

License and contact

The public sample is published under ODC-BY. Attribute it to "DataForge (dataforge-labs)". For questions about the data or access to additional history, open a discussion in this repository.

Earlier file paths

Each table is stored under a directory with the same descriptive name. The file contents and date partitions are unchanged. Scripts using an earlier directory name should use the corresponding table name below, or pin downloads to revision before-folder-rename-20260915 to access the original layout. Internal collector IDs are retained in the private archive and may appear in raw coverage records.

Current table and directory Earlier directory
remittance_quotes e13_remittance_quotes/
collection_runs e0_run_manifest/
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