Basic Stats

  • Number of users 3815
    Number of tests 16455

Location break down


Country break down


Network break down

  • Cellular ISP Name Number of tests
    23
    012 Mobile 1
    1&1 3
    2degrees 7
    3 88
    3 AT 3
    3 UK 5
    3107 6
    A1 3
    AIS 4
    AT T 1
    AT&T 931
    AT&T 4G 1
    AT&T MicroCell 2
    AT&T | ROGERS 1
    AVEA 4
    BASE | Bouygues Telecom 4
    BITE 5
    BT 5
    Beeline 6
    Bell 65
    BiBoB 6
    Boost Mobile 18
    Bouygues Telecom 3
    CLARO 3
    Call me 1
    Cellcom 6
    Comviq 5
    DNA 27
    Digi.Mobil 20
    Drillisch 10
    E-Plus 2
    EE 12
    ENTEL 3
    ETB 4G 5
    Eastlink 4
    FASTWEB 13
    Fi Network 97
    Fido 15
    Fjordkraft 4
    Free 32
    GR COSMOTE 1
    HOME 84
    I TIM 6
    IND airtel 1
    Jio 4G 4
    KPN 13
    Kolbi ICE 1
    Komplett Mobil 2
    Koodo 20
    LMT 6
    M1 2
    MEDIONmobile 2
    MOCHE 3
    MTS RUS 12
    MY MAXIS 6
    MetroPCS 11
    Mint 15
    Mobile Vikings 2
    N Telenor 1
    NOS 6
    NTT DOCOMO 2
    O2 - UK 17
    ORANGE 6
    OiSTER 13
    Orange F 6
    PLAY 7
    Partner 10
    Personal 3
    PosteMobile 1
    ROGERS 27
    Republic 12
    Roam 2
    Rogers Wireless 4
    S COMVIQ 8
    SFR altice 8
    SGP-M1 1
    Salt 4
    Samsung 12
    SaskTel 4
    Saunalahti 26
    Simple Mobile 18
    Spark NZ 13
    Sprint 664
    Sunrise 7
    Swisscom 8
    T-Mobile 355
    T-Mobile NL 17
    T-Mobile A 4
    T-Mobile.pl 10
    TELCEL 3
    TELEMACH 4
    TELIA DK 5
    TELMORE 6
    TELUS 11
    TIGO 11
    TIM 9
    TIMBRASIL | TIM 3
    TSTT 3
    Tbaytel / Rogers 2
    Tele2 38
    Tele2 EE 4
    Tele2 NL 23
    Telekom.de 15
    Telenor 8
    Telenor HU 4
    Telenor SE 7
    Telia 25
    Telia FI 6
    Telia LT 1
    Telstra 11
    Ting 4
    Tuenti 1
    Turk Telekom 2
    U.S. Cellular 48
    U.S.Cellular 2
    VIRGIN 36
    VODAFONE 2
    VZW 22
    Verizon 103
    Verizon Wireless 2061
    Videotron 13
    Vimla! 4
    Vip SRB 4
    Virgin Media IE 8
    Virgin Mobile 22
    Vivo 7
    VodaNZ 9
    Vodafone AU 2
    Vodafone IN 17
    Vodafone.de 17
    Willkommen 19
    Wind Tre 3
    XFINITY Mobile 8
    XL 2
    YES OPTUS 14
    Zain KW 6
    congstar 15
    cricket 56
    elisa 4
    etisalat 1
    giffgaff 3
    halebop 2
    hallon 4
    mobily 5
    mt:s 1
    o2 - de 7
    plusnet 3
    vodafone ES 5
    vodafone HU 1
    vodafone IE 11
    vodafone NL 4
    vodafone NZ 4
    vodafone P 2
    vodafone TR 2
    vodafone UK 5

App break down

  • APP Name Number of tests
    Amazon 2071
    NBCSports 1817
    Netflix 2563
    Skype 2065
    Spotify 3158
    Vimeo 1475
    Youtube 3281

Differentiation Results

  • Name-Type Amazon NBCSports Netflix Spotify Skype Vimeo Youtube
    AT&T MicroCell-HSPA 0 0 0 0 0 0 1
    AT&T-HSPA 0 0 0 0 0 0 1
    AT&T-HSPAP 0 1 3 0 0 0 2
    AT&T-LTE 3 88 61 16 2 2 152
    AT&T-Unrecognized: 19 0 1 0 0 0 0 1
    Fi Network-LTE 1 0 0 0 0 1 0
    HOME-LTE 7 0 0 0 0 0 10
    Home-HSPAP 0 0 1 0 0 0 0
    Home-LTE 0 0 2 0 0 0 0
    MTS RUS-LTE 0 2 2 0 0 0 1
    MetroPCS-LTE 1 1 3 0 0 0 1
    O2 - UK-LTE 0 0 1 0 0 0 9
    Simple Mobile-LTE 3 3 2 0 0 1 2
    Sprint-LTE 6 10 2 16 13 2 9
    T-Mobile-HSPAP 0 0 1 0 0 0 0
    T-Mobile-LTE 23 15 31 5 0 2 56
    T-Mobile.pl-LTE 0 0 0 0 0 0 1
    TELMORE-LTE 0 1 0 0 0 0 0
    Telekom.de-LTE 2 0 2 0 0 1 2
    Telenor-LTE 0 0 0 1 0 0 0
    U.S. Cellular-LTE 0 1 0 0 0 0 0
    VZW-LTE 0 0 3 1 0 0 1
    Verizon Wireless-LTE 83 20 172 30 7 13 186
    Verizon-LTE 6 4 16 0 0 1 8
    cricket-LTE 5 0 4 0 0 0 12

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
    AT&T MicroCell-HSPA-Youtube 100% 1
    AT&T-HSPA-Youtube 1% 195
    AT&T-HSPAP-NBCSports 1% 105
    AT&T-HSPAP-Netflix 2% 131
    AT&T-HSPAP-Youtube 1% 195
    AT&T-LTE-Amazon 3% 108
    AT&T-LTE-NBCSports 84% 105
    AT&T-LTE-Netflix 47% 131
    AT&T-LTE-Skype 2% 127
    AT&T-LTE-Spotify 8% 205
    AT&T-LTE-Vimeo 3% 66
    AT&T-LTE-Youtube 78% 195
    AT&T-Unrecognized: 19-NBCSports 1% 105
    AT&T-Unrecognized: 19-Youtube 1% 195
    Fi Network-LTE-Amazon 11% 9
    Fi Network-LTE-Vimeo 9% 11
    HOME-LTE-Amazon 57% 12
    HOME-LTE-Youtube 45% 22
    Home-HSPAP-Netflix 5% 20
    Home-LTE-Netflix 10% 20
    MTS RUS-LTE-NBCSports 100% 2
    MTS RUS-LTE-Netflix 100% 2
    MTS RUS-LTE-Youtube 50% 2
    MetroPCS-LTE-Amazon 100% 1
    MetroPCS-LTE-NBCSports 100% 1
    MetroPCS-LTE-Netflix 100% 3
    MetroPCS-LTE-Youtube 33% 3
    O2 - UK-LTE-Netflix 20% 5
    O2 - UK-LTE-Youtube 90% 10
    Simple Mobile-LTE-Amazon 100% 3
    Simple Mobile-LTE-NBCSports 100% 3
    Simple Mobile-LTE-Netflix 100% 2
    Simple Mobile-LTE-Vimeo 50% 2
    Simple Mobile-LTE-Youtube 100% 2
    Sprint-LTE-Amazon 7% 86
    Sprint-LTE-NBCSports 14% 70
    Sprint-LTE-Netflix 2% 83
    Sprint-LTE-Skype 18% 72
    Sprint-LTE-Spotify 10% 168
    Sprint-LTE-Vimeo 4% 53
    Sprint-LTE-Youtube 7% 137
    T-Mobile-HSPAP-Netflix 1% 68
    T-Mobile-LTE-Amazon 38% 60
    T-Mobile-LTE-NBCSports 54% 28
    T-Mobile-LTE-Netflix 46% 68
    T-Mobile-LTE-Spotify 9% 54
    T-Mobile-LTE-Vimeo 9% 23
    T-Mobile-LTE-Youtube 66% 85
    T-Mobile.pl-LTE-Youtube 50% 2
    TELMORE-LTE-NBCSports 100% 1
    Telekom.de-LTE-Amazon 100% 2
    Telekom.de-LTE-Netflix 67% 3
    Telekom.de-LTE-Vimeo 50% 2
    Telekom.de-LTE-Youtube 100% 2
    Telenor-LTE-Spotify 33% 3
    U.S. Cellular-LTE-NBCSports 17% 6
    VZW-LTE-Netflix 43% 7
    VZW-LTE-Spotify 50% 2
    VZW-LTE-Youtube 25% 4
    Verizon Wireless-LTE-Amazon 31% 270
    Verizon Wireless-LTE-NBCSports 9% 215
    Verizon Wireless-LTE-Netflix 49% 354
    Verizon Wireless-LTE-Skype 3% 256
    Verizon Wireless-LTE-Spotify 7% 400
    Verizon Wireless-LTE-Vimeo 8% 157
    Verizon Wireless-LTE-Youtube 44% 425
    Verizon-LTE-Amazon 67% 9
    Verizon-LTE-NBCSports 22% 18
    Verizon-LTE-Netflix 67% 24
    Verizon-LTE-Vimeo 10% 10
    Verizon-LTE-Youtube 44% 18
    cricket-LTE-Amazon 38% 13
    cricket-LTE-Netflix 27% 15
    cricket-LTE-Youtube 52% 23
(updated on at 18:31:17 UCT on May/24/2018)


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.