Basic Stats

  • Number of users 3822
    Number of tests 16534

Location break down


Country break down


Network break down

  • Cellular ISP Name Number of tests
    45
    012 Mobile 2
    1&1 5
    2degrees 36
    3 121
    3 AT 6
    3 UK 35
    3107 10
    A1 6
    AIS 5
    AT T 2
    AT&T 1517
    AT&T 4G 2
    AT&T MicroCell 3
    AT&T | ROGERS 1
    AVEA 4
    BASE | Bouygues Telecom 4
    BITE 6
    BT 5
    Beeline 8
    Bell 112
    BiBoB 7
    Boost Mobile 34
    Bouygues Telecom 4
    CLARO 16
    Call me 2
    Cellcom 16
    Comviq 9
    DNA 55
    Digi.Mobil 25
    Drillisch 13
    E-Plus 2
    EE 20
    ENTEL 3
    ETB 4G 7
    Eastlink 7
    FASTWEB 24
    Fi Network 164
    Fido 21
    Fjordkraft 36
    Free 63
    GR COSMOTE 2
    Home 140
    I TIM 7
    IND airtel 1
    Jio 4G 5
    KPN 19
    Kolbi ICE 1
    Komplett Mobil 2
    Koodo 33
    LMT 6
    M1 5
    MEDIONmobile 2
    MOCHE 4
    MTS RUS 13
    MY MAXIS 6
    MetroPCS 26
    Mint 15
    Mobile Vikings 3
    N Telenor 1
    NOS 9
    NTT DOCOMO 3
    O2 - UK 24
    OiSTER 15
    Orange F 9
    PLAY 9
    Partner 10
    Personal 4
    PosteMobile 1
    ROGERS 62
    Republic 13
    Roam 3
    Rogers Wireless 6
    S COMVIQ 10
    SFR altice 13
    SGP-M1 1
    Salt 26
    Samsung 21
    SaskTel 15
    Saunalahti 30
    Simple Mobile 23
    Spark NZ 25
    Sprint 1167
    Sunrise 7
    Swisscom 8
    T-Mobile 606
    T-Mobile NL 33
    T-Mobile A 4
    T-Mobile.pl 11
    TELCEL 3
    TELEMACH 5
    TELIA DK 9
    TELMORE 7
    TELUS 12
    TIGO 33
    TIM 9
    TIMBRASIL | TIM 5
    TSTT 5
    Tbaytel / Rogers 4
    Tele2 44
    Tele2 EE 7
    Tele2 NL 30
    Telekom.de 17
    Telenor 40
    Telenor HU 4
    Telenor SE 11
    Telia 36
    Telia FI 12
    Telia LT 2
    Telstra 11
    Ting 6
    Tuenti 2
    Turk Telekom 3
    U.S. Cellular 100
    U.S.Cellular 3
    VIRGIN 44
    VODAFONE 3
    Verizon 186
    Verizon Wireless 3455
    Videotron 18
    Vimla! 5
    Vip SRB 7
    Virgin Media IE 8
    Virgin Mobile 36
    Vivo 7
    VodaNZ 9
    Vodafone AU 3
    Vodafone IN 17
    Vodafone.de 36
    VzW 30
    Willkommen 19
    Wind Tre 5
    XFINITY Mobile 11
    XL 3
    YES OPTUS 15
    Zain KW 7
    congstar 20
    cricket 137
    elisa 6
    etisalat 3
    giffgaff 4
    halebop 2
    hallon 6
    mobily 7
    mt:s 1
    o2 - de 7
    orange 7
    plusnet 6
    vodafone ES 12
    vodafone HU 2
    vodafone IE 14
    vodafone NL 30
    vodafone NZ 4
    vodafone P 4
    vodafone TR 2
    vodafone UK 5

App break down

  • APP Name Number of tests
    Amazon 2676
    NBCSports 2335
    Netflix 3538
    Skype 2597
    Spotify 4446
    Vimeo 1918
    Youtube 4282

Differentiation Results

  • Name-Type Amazon NBCSports Netflix Spotify Skype Vimeo Youtube
    012 Mobile-HSPAP 0 0 0 0 0 0 1
    3 AT-LTE 0 0 0 1 0 0 0
    3 UK-LTE 0 0 0 0 0 0 5
    3-HSPAP 0 0 0 2 0 0 1
    3-LTE 0 0 1 6 5 0 0
    AT T-HSPAP 0 0 0 1 0 0 0
    AT&T-HSPAP 0 0 4 0 0 0 1
    AT&T-LTE 8 28 30 24 3 3 76
    AT&T-Unrecognized: 19 0 0 0 1 0 0 0
    Bell-LTE 0 0 0 2 0 0 0
    Boost Mobile-LTE 1 0 0 0 0 0 1
    CLARO-LTE 0 1 0 0 0 0 0
    Cellcom-LTE 0 6 0 0 1 0 0
    Fi Network-LTE 0 0 3 0 0 0 2
    Free-HSPAP 0 0 0 1 0 0 0
    Free-LTE 0 0 0 0 0 2 0
    HOME-LTE 0 0 0 1 0 1 2
    Home-LTE 0 0 1 0 0 0 0
    Jio 4G-LTE 0 0 0 1 0 0 0
    KPN-LTE 0 0 0 1 0 1 0
    Koodo-LTE 0 0 1 0 0 0 0
    MTS RUS-LTE 0 2 2 0 0 0 2
    MetroPCS-LTE 1 1 3 0 0 0 3
    O2 - UK-LTE 0 0 2 0 1 0 9
    Orange F-LTE 0 2 0 0 0 0 2
    PosteMobile-HSPAP 1 0 0 0 0 0 0
    ROGERS-LTE 0 0 0 0 0 0 2
    Republic-LTE 0 0 0 0 0 0 1
    S COMVIQ-LTE 0 0 1 0 0 0 1
    Salt-LTE 0 1 0 0 0 0 6
    Samsung-LTE 0 0 0 0 0 1 0
    Saunalahti-LTE 0 1 0 1 0 0 0
    Simple Mobile-LTE 2 2 1 0 1 1 1
    Spark NZ-LTE 0 0 0 0 1 0 0
    Sprint-LTE 5 4 7 36 4 1 6
    T-Mobile-LTE 26 12 32 12 0 8 55
    TELIA DK-LTE 0 0 0 3 0 0 0
    Tele2 NL-LTE 1 0 0 0 0 0 0
    Tele2-LTE 0 1 0 0 0 0 0
    Telekom.de-LTE 2 0 2 0 0 1 2
    Telia FI-LTE 0 0 0 1 0 0 0
    Ting-LTE 0 0 0 2 0 0 0
    VZW-LTE 0 0 0 1 0 0 0
    Verizon Wireless-LTE 44 9 46 57 8 2 97
    Verizon-LTE 3 0 9 0 1 1 5
    Virgin-LTE 1 0 0 0 0 0 0
    cricket-HSPAP 1 0 0 0 0 0 0
    cricket-LTE 2 0 0 0 0 0 4
    vodafone NL-LTE 0 0 0 0 6 0 0

Percentage break down

For each cellular ISP that shows differentiation, we calculate the percentage of test cases marked as differentiation among all tests.

Total number of tests = number of tests ran for this application in this ISP.

Differentiation Percentage = (number of tests marked as differentiation)/(total number of tests).

  • ISP-APP Differentiation Percentage Total number of tests
    012 Mobile-HSPAP-Youtube 50% 2
    3 AT-LTE-Spotify 100% 1
    3 UK-LTE-Youtube 100% 5
    3-HSPAP-Spotify 7% 27
    3-HSPAP-Youtube 5% 20
    3-LTE-Netflix 8% 13
    3-LTE-Skype 42% 12
    3-LTE-Spotify 22% 27
    AT T-HSPAP-Spotify 100% 1
    AT&T-HSPAP-Netflix 2% 183
    AT&T-HSPAP-Youtube 0% 272
    AT&T-LTE-Amazon 6% 133
    AT&T-LTE-NBCSports 22% 130
    AT&T-LTE-Netflix 16% 183
    AT&T-LTE-Skype 2% 166
    AT&T-LTE-Spotify 9% 260
    AT&T-LTE-Vimeo 4% 69
    AT&T-LTE-Youtube 28% 272
    AT&T-Unrecognized: 19-Spotify 0% 260
    Bell-LTE-Spotify 12% 17
    Boost Mobile-LTE-Amazon 100% 1
    Boost Mobile-LTE-Youtube 12% 8
    CLARO-LTE-NBCSports 100% 1
    Cellcom-LTE-NBCSports 100% 6
    Cellcom-LTE-Skype 50% 2
    Fi Network-LTE-Netflix 10% 30
    Fi Network-LTE-Youtube 11% 19
    Free-HSPAP-Spotify 6% 18
    Free-LTE-Vimeo 25% 8
    HOME-LTE-Spotify 20% 5
    HOME-LTE-Vimeo 10% 10
    HOME-LTE-Youtube 7% 27
    Home-LTE-Netflix 3% 30
    Jio 4G-LTE-Spotify 50% 2
    KPN-LTE-Spotify 33% 3
    KPN-LTE-Vimeo 50% 2
    Koodo-LTE-Netflix 17% 6
    MTS RUS-LTE-NBCSports 100% 2
    MTS RUS-LTE-Netflix 100% 2
    MTS RUS-LTE-Youtube 67% 3
    MetroPCS-LTE-Amazon 100% 1
    MetroPCS-LTE-NBCSports 100% 1
    MetroPCS-LTE-Netflix 100% 3
    MetroPCS-LTE-Youtube 75% 4
    O2 - UK-LTE-Netflix 33% 6
    O2 - UK-LTE-Skype 20% 5
    O2 - UK-LTE-Youtube 75% 12
    Orange F-LTE-Youtube 33% 6
    PosteMobile-HSPAP-Amazon 100% 1
    ROGERS-LTE-Youtube 17% 12
    Republic-LTE-Youtube 50% 2
    S COMVIQ-LTE-Netflix 50% 2
    S COMVIQ-LTE-Youtube 50% 2
    Salt-LTE-NBCSports 100% 1
    Salt-LTE-Youtube 100% 6
    Samsung-LTE-Vimeo 50% 2
    Saunalahti-LTE-NBCSports 17% 6
    Saunalahti-LTE-Spotify 25% 4
    Simple Mobile-LTE-Amazon 67% 3
    Simple Mobile-LTE-NBCSports 67% 3
    Simple Mobile-LTE-Netflix 33% 3
    Simple Mobile-LTE-Skype 33% 3
    Simple Mobile-LTE-Vimeo 50% 2
    Simple Mobile-LTE-Youtube 50% 2
    Spark NZ-LTE-Skype 50% 2
    Sprint-LTE-Amazon 5% 111
    Sprint-LTE-NBCSports 4% 93
    Sprint-LTE-Netflix 6% 110
    Sprint-LTE-Skype 5% 88
    Sprint-LTE-Spotify 15% 241
    Sprint-LTE-Vimeo 1% 68
    Sprint-LTE-Youtube 3% 183
    T-Mobile-LTE-Amazon 33% 79
    T-Mobile-LTE-NBCSports 35% 34
    T-Mobile-LTE-Netflix 33% 97
    T-Mobile-LTE-Spotify 13% 95
    T-Mobile-LTE-Vimeo 24% 34
    T-Mobile-LTE-Youtube 50% 111
    TELIA DK-LTE-Spotify 100% 3
    Tele2 NL-LTE-Amazon 50% 2
    Tele2-LTE-NBCSports 14% 7
    Telekom.de-LTE-Amazon 100% 2
    Telekom.de-LTE-Netflix 67% 3
    Telekom.de-LTE-Vimeo 50% 2
    Telekom.de-LTE-Youtube 100% 2
    Telia FI-LTE-Spotify 33% 3
    Ting-LTE-Spotify 100% 2
    VZW-LTE-Spotify 50% 2
    Verizon Wireless-LTE-Amazon 13% 345
    Verizon Wireless-LTE-NBCSports 3% 287
    Verizon Wireless-LTE-Netflix 9% 499
    Verizon Wireless-LTE-Skype 3% 312
    Verizon Wireless-LTE-Spotify 10% 565
    Verizon Wireless-LTE-Vimeo 1% 210
    Verizon Wireless-LTE-Youtube 18% 538
    Verizon-LTE-Amazon 30% 10
    Verizon-LTE-Netflix 23% 39
    Verizon-LTE-Skype 5% 20
    Verizon-LTE-Vimeo 9% 11
    Verizon-LTE-Youtube 25% 20
    Virgin-LTE-Amazon 20% 5
    cricket-HSPAP-Amazon 6% 18
    cricket-LTE-Amazon 11% 18
    cricket-LTE-Youtube 10% 40
    vodafone NL-LTE-Skype 100% 6
(updated on at 07:17:43 UCT on January/23/2018)


This material is based upon work supported by the National Science Foundation under Grant No. (CNS-1617728) and by a Google Faculty Research Award. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation or Google.


© Copyright 2012-2018 by David Choffnes, Northeastern University.