7Baggers

JFrog Ltd
(NASDAQ:FROG) 

FROG stock logo

JFrog Ltd. provides DevOps platform to achieve continuous software release management platform enabling organizations to deliver software updates across any system in the United States. Its platform acts as a bridge between software development and deployment, which enables organizations to build an...

Founded: 2008
IPO Price: $44 (Sep 16, 2020)
Full Time Employees: 1,300 (Dec 2022)
CEO / Founder: Shlomi Ben Haim 
Sector: Technology
Industry: Software-Application
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At a glance:
Bull Thesis:
Bear Thesis:
Main Competitors:
Moat:
Income Statements:
Quarterly
Annual
    Unit: USD2026-03-31 2025-12-31 2025-09-30 2025-06-30 2025-03-31 2024-12-31 2024-09-30 2024-06-30 2024-03-31 2023-12-31 2023-09-30 2023-06-30 2023-03-31 2022-12-31 2022-09-30 2022-06-30 2022-03-31 2021-12-31 2021-09-30 2021-06-30 2021-03-31 2020-12-31 2020-09-30 
                           
      revenue:
                           
      subscription—self-managed and saas
    146,282,000 136,408,000 128,892,000 121,071,000 116,425,000 109,606,000 103,487,000 98,404,000 95,406,000 92,052,000 84,131,000 79,467,000 74,543,000 70,954,000 67,750,000 63,679,000 59,069,000 54,148,000 49,248,000 45,312,000 41,338,000 38,806,000 35,714,000 
      license—self-managed
    7,695,000 8,898,000 8,015,000 6,149,000 5,982,000 6,472,000 5,569,000 4,639,000 4,905,000 5,208,000 4,505,000 4,703,000 5,277,000 5,592,000 4,241,000 4,128,000 4,627,000 5,088,000 4,455,000 3,345,000 3,749,000 3,883,000 3,172,000 
      total subscription revenue
    153,977,000 145,306,000 136,907,000 127,220,000 122,407,000 116,078,000 109,056,000 103,043,000 100,311,000 97,260,000 88,636,000 84,170,000 79,820,000 76,546,000 71,991,000 67,807,000 63,696,000 59,236,000 53,703,000 48,657,000 45,087,000 42,689,000 38,886,000 
      yoy
    25.79% 25.18% 25.54% 23.46% 22.03% 19.35% 23.04% 22.42% 25.67% 27.06% 23.12% 24.13% 25.31% 29.22% 34.05% 39.36% 41.27% 38.76% 38.10%     
      qoq
    5.97% 6.13% 7.61% 3.93% 5.45% 6.44% 5.84% 2.72% 3.14% 9.73% 5.31% 5.45% 4.28% 6.33% 6.17% 6.45% 7.53% 10.30% 10.37% 7.92% 5.62% 9.78%  
      cost of revenue:
                           
      total cost of revenue—subscription
    33,600,000 32,170,000 30,900,000 30,202,000 30,181,000 28,512,000 27,291,000 21,893,000 20,604,000 20,423,000 19,750,000 18,449,000 18,421,000 17,282,000 15,898,000 15,244,000 13,863,000 12,864,000 11,461,000 9,071,000 8,427,000 8,097,000 7,261,000 
      gross profit
    120,377,000 113,136,000 106,007,000 97,018,000 92,226,000 87,566,000 81,765,000 81,150,000 79,707,000 76,837,000 68,886,000 65,721,000 61,399,000 59,264,000 56,093,000 52,563,000 49,833,000 46,372,000 42,242,000 39,586,000 36,660,000 34,592,000 31,625,000 
      yoy
    30.52% 29.20% 29.65% 19.55% 15.71% 13.96% 18.70% 23.48% 29.82% 29.65% 22.81% 25.03% 23.21% 27.80% 32.79% 32.78% 35.93% 34.05% 33.57%     
      qoq
    6.40% 6.73% 9.27% 5.20% 5.32% 7.09% 0.76% 1.81% 3.74% 11.54% 4.82% 7.04% 3.60% 5.65% 6.72% 5.48% 7.46% 9.78% 6.71% 7.98% 5.98% 9.38%  
      gross margin %
    78.18% 77.86% 77.43% 76.26% 75.34% 75.44% 74.98% 78.75% 79.46% 79.00% 77.72% 78.08% 76.92% 77.42% 77.92% 77.52% 78.24% 78.28% 78.66% 81.36% 81.31% 81.03% 81.33% 
      operating expenses:
                           
      research and development
    51,812,000 53,163,000 51,167,000 47,424,000 43,335,000 44,919,000 42,996,000 37,117,000 35,832,000 32,796,000 33,358,000 33,544,000 34,886,000 33,481,000 31,698,000 28,945,000 27,101,000 25,938,000 23,142,000 16,688,000 13,836,000 11,661,000 10,381,000 
      sales and marketing
    57,752,000 59,720,000 55,969,000 55,431,000 52,812,000 49,978,000 50,956,000 45,896,000 43,571,000 40,922,000 37,915,000 36,352,000 35,486,000 36,489,000 33,152,000 31,991,000 29,180,000 30,850,000 24,321,000 22,026,000 19,765,000 18,192,000 14,839,000 
      general and administrative
    23,744,000 21,575,000 20,461,000 20,134,000 19,049,000 18,084,000 17,733,000 17,264,000 16,940,000 18,497,000 15,663,000 14,732,000 14,240,000 14,146,000 14,682,000 14,037,000 12,691,000 12,194,000 15,695,000 15,103,000 13,671,000 12,771,000 11,804,000 
      total operating expenses
    133,308,000 134,458,000 127,597,000 122,989,000 115,196,000 112,981,000 111,685,000 100,277,000 96,343,000 92,215,000 86,936,000 84,628,000 84,612,000 84,116,000 79,532,000 74,973,000 68,972,000 68,982,000 63,158,000 53,817,000 47,272,000 42,624,000 37,024,000 
      operating income
    -12,931,000 -21,322,000 -21,590,000 -25,971,000 -22,970,000 -25,415,000 -29,920,000 -19,127,000 -16,636,000 -15,378,000 -18,050,000 -18,907,000 -23,213,000 -24,852,000 -23,439,000 -22,410,000 -19,139,000 -22,610,000 -20,916,000 -14,231,000 -10,612,000 -8,032,000 -5,399,000 
      yoy
    -43.70% -16.10% -27.84% 35.78% 38.07% 65.27% 65.76% 1.16% -28.33% -38.12% -22.99% -15.63% 21.29% 9.92% 12.06% 57.47% 80.35% 181.50% 287.41%     
      qoq
    -39.35% -1.24% -16.87% 13.06% -9.62% -15.06% 56.43% 14.97% 8.18% -14.80% -4.53% -18.55% -6.60% 6.03% 4.59% 17.09% -15.35% 8.10% 46.97% 34.10% 32.12% 48.77%  
      operating margin %
    -8.40% -14.67% -15.77% -20.41% -18.77% -21.89% -27.44% -18.56% -16.58% -15.81% -20.36% -22.46% -29.08% -32.47% -32.56% -33.05% -30.05% -38.17% -38.95% -29.25% -23.54% -18.82% -13.88% 
      interest and other income
    7,152,000 6,869,000 6,677,000 6,305,000 5,965,000 5,588,000 5,705,000 6,898,000 7,087,000 6,411,000 5,733,000 4,896,000 3,992,000 2,935,000 1,369,000 517,000 273,000 18,000 20,000 346,000 360,000 523,000 384,000 
      income before income taxes
    -5,779,000 -14,453,000 -14,913,000 -19,666,000 -17,005,000 -19,827,000 -24,215,000 -12,229,000 -9,549,000 -8,967,000 -12,317,000 -14,011,000 -19,221,000 -21,917,000 -22,070,000 -21,893,000 -18,866,000 -22,592,000 -20,896,000 -13,885,000 -10,252,000 -7,509,000 -5,015,000 
      income tax expense
    2,488,000 757,000 1,518,000 2,009,000 1,498,000 3,371,000 -1,270,000 2,074,000 -759,000 2,266,000 1,430,000 1,456,000 1,588,000 1,238,000 1,482,000 1,880,000 838,000 103,000 -432,000 -736,000 -2,357,000   
      net income
    -8,267,000 -15,210,000 -16,431,000 -21,675,000 -18,503,000 -23,198,000 -22,945,000 -14,303,000 -8,790,000 -11,233,000 -13,747,000 -15,467,000 -20,809,000 -23,155,000 -23,552,000 -23,773,000 -19,704,000 -22,695,000 -20,464,000 -13,149,000 -7,895,000 -3,714,000 -5,265,000 
      yoy
    -55.32% -34.43% -28.39% 51.54% 110.50% 106.52% 66.91% -7.53% -57.76% -51.49% -41.63% -34.94% 5.61% 2.03% 15.09% 80.80% 149.58% 511.07% 288.68%     
      qoq
    -45.65% -7.43% -24.19% 17.14% -20.24% 1.10% 60.42% 62.72% -21.75% -18.29% -11.12% -25.67% -10.13% -1.69% -0.93% 20.65% -13.18% 10.90% 55.63% 66.55% 112.57% -29.46%  
      net income margin %
    -5.37% -10.47% -12.00% -17.04% -15.12% -19.98% -21.04% -13.88% -8.76% -11.55% -15.51% -18.38% -26.07% -30.25% -32.72% -35.06% -30.93% -38.31% -38.11% -27.02% -17.51% -8.70% -13.54% 
      net income per share
    -0.07 -0.13 -0.14 -0.19 -0.16 -0.21 -0.21 -0.13 -0.08 -0.1 -0.13 -0.15 -0.21 -0.23 -0.24 -0.24 -0.2 -0.24 -0.21  -0.09 -0.02 -0.14 
      weighted-average shares used for eps calculation
    120,159,190 116,200,900 117,263,245 115,250,067 113,447,099 109,691,100 110,771,942 108,944,738 107,025,351 103,317,759 104,134,649 102,512,578 101,260,549 99,243,894 99,617,687 98,955,711 97,883,814 94,783,082 95,707,062  92,679,756 46,488,225 37,515,828 
      undistributed earnings attributable to participating securities
                           
      net income attributable to ordinary shareholders
                       -13,149,000    
      net income per share
    -0.07 -0.13 -0.14 -0.19 -0.16 -0.21 -0.21 -0.13 -0.08 -0.1 -0.13 -0.15 -0.21 -0.23 -0.24 -0.24 -0.2 -0.24 -0.21  -0.09 -0.02 -0.14 
      basic
                       -0.14    
      diluted
                       -0.14    
      weighted-average shares used for eps calculation
    120,159,190 116,200,900 117,263,245 115,250,067 113,447,099 109,691,100 110,771,942 108,944,738 107,025,351 103,317,759 104,134,649 102,512,578 101,260,549 99,243,894 99,617,687 98,955,711 97,883,814 94,783,082 95,707,062  92,679,756 46,488,225 37,515,828 
      basic
                       93,665,527    
      diluted
                       93,665,527    
      provision for income taxes
                         263,250 250,000 
    Balance Sheets:
    Quarterly
    Annual
      Unit: USD2026-03-31 2025-12-31 2025-09-30 2025-06-30 2025-03-31 2024-12-31 2024-09-30 2024-06-30 2024-03-31 2023-12-31 2023-09-30 2023-06-30 2023-03-31 2022-12-31 2022-09-30 2022-06-30 2022-03-31 2021-12-31 2021-09-30 2021-06-30 2021-03-31 2020-12-31 2020-09-30 
                             
        assets
                             
        current assets:
                             
        cash and cash equivalents
      60,966,000 75,840,000 78,355,000 51,277,000 44,350,000 49,869,000 62,246,000 218,303,000 71,385,000 84,765,000 60,984,000 46,694,000 40,346,000 45,595,000 53,971,000 55,194,000 59,577,000 68,284,000 84,607,000 259,220,000 146,676,000 164,461,000 324,288,000 
        short-term investments
      680,278,000 628,574,000 572,703,000 560,423,000 519,157,000 472,138,000 405,540,000 373,013,000 508,229,000 460,245,000 441,194,000 423,100,000 406,818,000 397,605,000 380,031,000 374,957,000 368,073,000 352,844,000 317,776,000 356,005,000 458,977,000 433,595,000 253,748,000 
        accounts receivable
      113,708,000 119,948,000 104,404,000 83,016,000 84,296,000 90,712,000 92,892,000 82,041,000 66,570,000 76,437,000 60,922,000 62,498,000 63,184,000 62,117,000 49,037,000 53,004,000 49,389,000 50,483,000 43,845,000 36,070,000 51,423,000 37,048,000 25,543,000 
        deferred contract acquisition costs
      23,011,000 22,259,000 19,593,000 18,143,000 17,094,000 16,465,000 14,929,000 12,662,000 11,869,000 11,378,000 10,211,000 9,063,000 8,568,000 8,102,000 7,390,000 6,643,000 5,949,000 5,271,000 4,491,000 3,952,000 3,655,000 3,247,000 2,864,000 
        prepaid expenses and other current assets
      26,844,000 26,390,000 25,115,000 24,344,000 17,237,000 20,043,000 17,769,000 17,169,000 17,569,000 12,976,000 13,924,000 16,955,000 20,944,000 18,603,000 18,620,000 20,390,000 24,363,000 22,140,000 19,031,000 13,288,000 14,430,000 14,210,000 11,249,000 
        total current assets
      904,807,000 873,011,000 800,170,000 737,203,000 682,134,000 649,227,000 593,376,000 703,188,000 675,622,000 645,801,000 587,235,000 558,310,000 539,860,000 532,022,000 509,049,000 510,188,000 507,351,000 499,022,000 469,750,000 668,535,000 675,161,000 652,561,000 617,692,000 
        property and equipment
      6,504,000 5,536,000 5,692,000 5,719,000 5,543,000 5,668,000 6,051,000 6,529,000 6,473,000 6,663,000 6,582,000 7,028,000 7,482,000 8,021,000 8,050,000 7,650,000 7,377,000 6,689,000 6,421,000 6,231,000 5,598,000 4,963,000 4,497,000 
        deferred contract acquisition costs, noncurrent
      34,293,000 34,304,000 28,562,000 26,456,000 25,151,000 25,029,000 22,631,000 18,316,000 17,727,000 18,032,000 16,161,000 14,134,000 13,828,000 13,501,000 12,471,000 11,354,000 10,499,000 9,120,000 7,550,000 6,524,000 5,925,000 4,949,000 4,119,000 
        operating lease right-of-use assets
      16,163,000 12,063,000 11,148,000 13,703,000 12,600,000 14,202,000 16,268,000 18,372,000 20,323,000 22,427,000 25,212,000 27,361,000 25,447,000 24,602,000 23,738,000 25,585,000 24,235,000 25,999,000 27,421,000 19,231,000 20,611,000   
        intangible assets
      35,235,000 39,908,000 44,581,000 49,343,000 55,009,000 60,826,000 66,739,000 19,990,000 22,879,000 25,768,000 28,657,000 31,618,000 34,581,000 37,544,000 40,524,000 42,296,000 45,138,000 47,980,000 50,835,000 3,302,000 3,674,000 4,047,000 4,419,000 
        goodwill
      371,512,000 371,512,000 371,512,000 371,512,000 371,512,000 371,512,000 371,377,000 247,955,000 247,955,000 247,955,000 247,955,000 247,955,000 247,955,000 247,955,000 247,955,000 247,955,000 247,955,000 247,776,000 247,776,000 17,320,000 17,320,000 17,320,000 17,320,000 
        other assets, noncurrent
      4,694,000 5,043,000 3,867,000 4,249,000 4,280,000 3,442,000 4,447,000 6,793,000 6,101,000 5,910,000 7,805,000 8,715,000 9,585,000 7,576,000 10,838,000 12,649,000 13,841,000 15,942,000 19,926,000 7,665,000 6,722,000 5,391,000 5,920,000 
        total assets
      1,373,208,000 1,341,377,000 1,265,532,000 1,208,185,000 1,156,229,000 1,129,906,000 1,080,889,000 1,021,143,000 997,080,000 972,556,000 919,607,000 895,121,000 878,738,000 871,221,000 852,625,000 857,677,000 856,396,000 852,528,000 829,679,000 728,808,000 735,011,000 689,231,000 653,967,000 
        liabilities and shareholders’ equity
                             
        current liabilities:
                             
        accounts payable
      16,627,000 14,168,000 17,221,000 11,262,000 10,225,000 10,649,000 16,282,000 16,222,000 14,247,000 16,970,000 14,712,000 13,097,000 14,089,000 14,867,000 13,122,000 13,332,000 12,050,000 10,868,000 9,705,000 9,742,000 8,957,000 9,911,000 8,849,000 
        accrued expenses and other current liabilities
      67,183,000 77,970,000 62,306,000 67,915,000 51,413,000 51,885,000 43,803,000 39,958,000 39,597,000 35,815,000 32,083,000 31,724,000 29,199,000 28,848,000 28,966,000 34,641,000 28,891,000 27,954,000 19,638,000 17,316,000 23,777,000 21,039,000 11,988,000 
        operating lease liabilities
      5,220,000 5,780,000 7,056,000 7,479,000 7,376,000 7,794,000 8,150,000 8,109,000 8,135,000 8,272,000 8,163,000 8,272,000 7,453,000 7,132,000 6,928,000 7,035,000 7,205,000 7,293,000 6,917,000 4,751,000 4,876,000   
        deferred revenue
      311,135,000 309,604,000 281,029,000 260,066,000 250,145,000 247,187,000 223,985,000 205,501,000 198,240,000 201,118,000 179,446,000 170,967,000 162,921,000 158,725,000 143,199,000 138,721,000 134,611,000 129,149,000 110,905,000 102,752,000 102,432,000 91,750,000 78,280,000 
        total current liabilities
      400,165,000 407,522,000 367,612,000 346,722,000 319,159,000 317,515,000 292,220,000 269,790,000 260,219,000 262,175,000 234,404,000 224,060,000 213,662,000 209,572,000 192,215,000 193,729,000 182,757,000 175,264,000 147,165,000 134,561,000 140,042,000 122,700,000 99,117,000 
        deferred revenue, noncurrent
      30,336,000 32,400,000 27,751,000 21,827,000 25,402,000 27,060,000 20,257,000 15,822,000 12,972,000 12,987,000 12,489,000 13,441,000 15,506,000 16,990,000 16,535,000 18,346,000 17,772,000 17,957,000 16,013,000 16,413,000 18,542,000 11,087,000 8,014,000 
        operating lease liabilities, noncurrent
      11,227,000 6,676,000 4,092,000 6,360,000 4,793,000 6,182,000 7,693,000 9,651,000 11,705,000 13,954,000 15,903,000 18,241,000 17,355,000 16,829,000 15,999,000 18,034,000 17,943,000 20,014,000 21,118,000 14,747,000 15,897,000   
        other liabilities, noncurrent
      7,482,000 7,332,000 6,659,000 6,822,000 6,839,000 5,623,000 4,513,000 4,447,000 4,382,000 4,317,000 3,713,000 3,487,000 3,285,000 3,057,000 2,958,000 2,144,000 1,406,000 712,000 1,140,000 1,140,000 1,132,000 1,550,000 458,000 
        total liabilities
      449,210,000 453,930,000 406,114,000 381,731,000 356,193,000 356,380,000 324,683,000 299,710,000 289,278,000 293,433,000 266,509,000 259,229,000 249,808,000 246,448,000 227,707,000 232,253,000 219,878,000 213,947,000 185,436,000 166,861,000 175,613,000 135,337,000 107,589,000 
        commitments and contingencies
                             
        shareholders’ equity:
                             
        preferred shares, nis 0.01 par value per share...
                             
        ordinary shares, nis 0.01 par value per share...
      340,000 335,000 331,000 326,000 320,000 315,000 312,000 308,000 303,000 297,000 294,000 290,000 286,000 283,000 281,000 278,000 276,000 272,000 269,000 262,000 261,000 257,000 254,000 
        additional paid-in capital
      1,361,165,000 1,312,833,000 1,269,810,000 1,220,235,000 1,179,110,000 1,132,224,000 1,091,910,000 1,036,377,000 1,006,865,000 968,245,000 935,445,000 904,531,000 881,002,000 856,438,000 834,900,000 811,961,000 795,808,000 776,690,000 760,378,000 657,509,000 642,090,000 628,054,000 616,860,000 
        accumulated other comprehensive income
      2,247,000 5,766,000 5,554,000 5,739,000 -1,223,000 655,000 454,000 -1,727,000 -144,000 1,013,000    -2,772,000 -4,242,000 -4,346,000 -870,000 611,000 -107,000 9,000 -269,000 372,000 339,000 
        accumulated deficit
      -439,754,000 -431,487,000 -416,277,000 -399,846,000 -378,171,000 -359,668,000 -336,470,000 -313,525,000 -299,222,000 -290,432,000 -279,199,000 -265,452,000 -249,985,000 -229,176,000 -206,021,000 -182,469,000 -158,696,000 -138,992,000 -116,297,000 -95,833,000 -82,684,000 -74,789,000 -71,075,000 
        total shareholders’ equity
      923,998,000 887,447,000 859,418,000 826,454,000 800,036,000 773,526,000 756,206,000 721,433,000 707,802,000 679,123,000 653,098,000 635,892,000 628,930,000 624,773,000 624,918,000 625,424,000 636,518,000 638,581,000 644,243,000 561,947,000 559,398,000 553,894,000 546,378,000 
        total liabilities and shareholders’ equity
      1,373,208,000 1,341,377,000 1,265,532,000 1,208,185,000 1,156,229,000 1,129,906,000 1,080,889,000 1,021,143,000 997,080,000 972,556,000 919,607,000 895,121,000 878,738,000 871,221,000 852,625,000 857,677,000 856,396,000 852,528,000 829,679,000 728,808,000 735,011,000   
        accumulated other comprehensive loss
                -3,442,000 -3,477,000 -2,373,000           
        liabilities, convertible preferred shares and shareholders’ equity
                             
        convertible preferred shares, nis 0.01 par value per share...
                             
        shareholders’ equity
                             
        total liabilities, convertible preferred shares and shareholders’ equity
                           689,231,000 653,967,000 
                             
      Cashflow Statements:
      Quarterly
      Annual
        Unit: USD2025-12-31 2025-09-30 2025-06-30 2025-03-31 2024-12-31 2024-09-30 2024-06-30 2024-03-31 2023-12-31 2023-09-30 2023-06-30 2023-03-31 2022-12-31 2022-09-30 2022-06-30 2022-03-31 2021-12-31 2021-09-30 2021-06-30 2021-03-31 2020-12-31 
                             
          cash flows from operating activities:
                             
          net loss
        -15,210,000 -16,431,000 -21,675,000 -18,503,000 -23,198,000 -22,945,000 -14,303,000 -8,790,000 -11,233,000 -13,747,000 -15,467,000 -20,809,000 -23,155,000 -23,552,000 -23,773,000 -19,704,000 -22,695,000 -20,464,000 -13,149,000 -7,895,000 -3,714,000 
          adjustments to reconcile net loss to net cash from operating activities:
                             
          depreciation and amortization
        5,572,000 5,661,000 6,556,000 6,714,000 6,855,000 6,980,000 3,826,000 3,799,000 3,791,000 3,837,000 3,828,000 3,847,000 3,866,000 3,698,000 3,572,000 3,519,000 3,606,000 3,058,000 1,076,000 1,006,000 977,000 
          share-based compensation expense
        40,943,000 40,860,000 38,009,000 36,845,000 38,769,000 36,395,000 28,656,000 27,286,000 28,251,000 25,686,000 21,322,000 19,912,000 20,293,000 19,217,000 15,077,000 14,074,000 14,238,000 16,857,000 14,104,000 11,750,000 9,453,000 
          non-cash operating lease expense
        2,542,000 2,159,000 2,155,000 2,118,000 2,066,000 2,104,000 2,115,000 2,104,000 2,163,000 2,149,000 2,123,000 2,022,000 1,908,000 1,847,000 1,796,000 1,806,000 1,810,000 1,640,000 1,380,000 1,278,000  
          net amortization of premium or discount on investments
        -1,043,000 -1,166,000 -1,472,000 -1,559,000 -1,432,000 -1,388,000 -1,738,000 -2,008,000 -1,817,000 -1,718,000 -1,582,000 -1,288,000 -660,000 626,000 760,000 1,628,000 1,040,000 1,596,000 1,543,000 1,343,000  
          losses on foreign exchange
        -142,000 -344,000 -251,000 -82,000 282,000 6,000 101,000 253,000 448,000             
          changes in operating assets and liabilities, net of effects of business combinations:
                             
          accounts receivable
        -15,406,000 -21,648,000 1,231,000 6,495,000 2,270,000 -10,227,000 -15,336,000 9,781,000 -15,446,000 1,558,000 617,000 -838,000 -12,401,000 3,736,000 -3,615,000 1,094,000 -6,638,000 -7,150,000 15,353,000 -14,375,000 -11,505,000 
          prepaid expenses and other assets
        -2,518,000 -1,523,000 -1,634,000 184,000 -898,000 -1,905,000 -986,000 -4,032,000 1,632,000 2,491,000 1,153,000 -3,114,000 4,181,000 969,000 5,025,000 -889,000 969,000 -17,311,000 1,013,000 -2,386,000 -2,712,000 
          deferred contract acquisition costs
        -8,408,000 -3,556,000 -2,354,000 -751,000 -3,934,000 -6,582,000 -1,382,000 -186,000 -3,038,000 -3,175,000 -801,000 -793,000 -1,742,000 -1,864,000 -1,549,000 -2,057,000 -2,350,000 -1,565,000 -896,000 -1,384,000 -1,213,000 
          accounts payable
        -3,094,000 6,693,000 647,000 -628,000 -5,648,000 -732,000 1,579,000 -2,516,000 1,824,000 1,794,000 -827,000 -1,086,000 1,974,000 -99,000 1,267,000 960,000 1,183,000 -510,000 785,000 -954,000 2,648,000 
          accrued expenses and other liabilities
        16,474,000 -5,227,000 10,662,000 -1,134,000 5,881,000 5,066,000 6,105,000 -3,213,000 5,746,000 1,905,000 2,620,000 410,000 -947,000 -2,268,000 3,933,000 1,524,000 7,426,000 957,000 1,048,000 3,658,000 1,446,000 
          operating lease liabilities
        -2,239,000 -2,208,000 -2,135,000 -2,207,000 -1,900,000 -2,040,000 -2,051,000 -2,116,000 -1,898,000 -2,048,000 -2,033,000 -1,737,000 -1,846,000 -1,786,000 -3,225,000 -2,201,000 -1,116,000 -1,293,000 -1,275,000 -1,367,000  
          deferred revenue
        33,224,000 26,887,000 6,346,000 1,300,000 30,005,000 22,908,000 10,111,000 -2,893,000 22,170,000 7,527,000 5,981,000 2,712,000 15,981,000 2,667,000 4,684,000 5,277,000 20,188,000 6,442,000 -1,809,000 18,137,000 16,543,000 
          net cash from operating activities
        50,695,000 30,157,000 36,085,000 28,792,000 49,118,000 27,640,000 16,697,000 17,469,000 32,593,000 25,981,000 16,710,000 -1,129,000 7,314,000 5,128,000 3,952,000 5,031,000 17,661,000 -17,743,000 19,173,000 8,811,000 12,816,000 
          capital expenditures
        -840,000 -1,346,000 -627,000 -647,000 -634,000 -936,000 -732,000 -841,000 -618,000 -591,000 -507,000 -266,000 -891,000 -1,306,000 -988,000 -1,143,000 -1,038,000 -916,000 -1,139,000 -1,135,000 -911,000 
          free cash flows
        49,855,000 28,811,000 35,458,000 28,145,000 48,484,000 26,704,000 15,965,000 16,628,000 31,975,000 25,390,000 16,203,000 -1,395,000 6,423,000 3,822,000 2,964,000 3,888,000 16,623,000 -18,659,000 18,034,000 7,676,000 11,905,000 
          cash flows from investing activities:
                             
          purchases of short-term investments
        -182,650,000 -159,075,000 -135,174,000 -148,968,000 -134,045,000 -123,603,000 -91,240,000 -164,703,000 -89,096,000 -98,738,000 -81,356,000 -123,216,000 -105,527,000 -124,436,000 -89,068,000 -92,211,000 -95,645,000 -19,460,000 -62,634,000 -88,580,000 -214,961,000 
          maturities of short-term investments
        127,979,000 148,994,000 96,253,000 103,833,000                61,825,000 32,004,000 
          sales of short-term investments
                            2,035,000 
          purchases of property and equipment
        -840,000 -1,346,000 -627,000 -647,000 -634,000 -936,000 -732,000 -841,000 -618,000 -591,000 -507,000 -266,000 -891,000 -1,306,000 -988,000 -1,143,000 -1,038,000 -916,000 -1,139,000 -1,135,000 -911,000 
          payments for business combinations, net of cash acquired
                            
          net cash from investing activities
        -55,511,000 -11,427,000 -39,548,000 -45,782,000 -65,654,000 -187,969,000 135,188,000 -46,921,000 -15,649,000 -15,653,000 -13,018,000 -9,156,000 -17,482,000 -8,136,000 -8,824,000 -18,896,000 -37,302,000 -160,109,000 99,756,000 -27,890,000 -181,833,000 
          cash flows from financing activities:
                             
          proceeds from exercise of share options
        2,084,000 3,097,000 3,122,000 3,752,000 1,548,000 1,097,000 861,000 6,846,000 4,552,000 2,066,000 2,211,000 1,156,000 1,247,000 1,802,000 1,078,000 1,795,000 2,077,000 1,154,000 1,316,000 2,290,000 1,744,000 
          proceeds from employee share purchase plan
        5,623,000 6,294,000 4,250,000 4,494,000 3,166,000 3,499,000 1,923,000 3,253,000     
          proceeds from employee equity transactions, net of payments to tax authorities and employees
                             
          net cash from financing activities
        2,022,000 8,091,000 9,592,000 11,505,000 4,407,000 4,902,000 -4,673,000 16,595,000 6,605,000 4,083,000 2,731,000 4,952,000 1,336,000 4,060,000 476,000 5,155,000 2,538,000 4,007,000 -6,383,000 1,282,000 9,200,000 
          effect of exchange rate changes on cash, cash equivalents and restricted cash
        232,000 257,000 798,000 -34,000 -249,000 117,000 -294,000 -523,000 232,000 -121,000 -75,000 84,000 246,000         
          net increase in cash, cash equivalents, and restricted cash
        -2,562,000 27,078,000   -12,378,000 -155,310,000   23,781,000 14,290,000       -17,103,000 -173,845,000   -159,817,000 
          cash, cash equivalents, and restricted cash—beginning of period
        50,627,000 84,777,000 45,607,000 68,540,000 164,739,000 
          cash, cash equivalents, and restricted cash—end of period
        -2,562,000 27,078,000 6,927,000 45,108,000 -12,378,000 -155,310,000 146,918,000 71,397,000 23,781,000 14,290,000 6,348,000 40,358,000 -8,586,000 -1,241,000 -4,396,000 59,830,000 -17,103,000 -173,845,000 112,546,000 146,942,000 -159,817,000 
          supplemental disclosure of noncash investing and financing activities:
                             
          purchase of property and equipment during the period included in accounts payable
                             
          fair value of ordinary shares issued as consideration for business combination
                             
          fair value of replacement awards in business combination
                             
          reconciliation of cash, cash equivalents, and restricted cash within the consolidated balance sheets to the amounts shown in the consolidated statements of cash flows above:
                             
          cash and cash equivalents
        -2,515,000 27,078,000 6,927,000 44,350,000 -12,377,000 -156,057,000 146,918,000 71,385,000 23,781,000 14,290,000 6,348,000 40,346,000 -8,376,000 -1,223,000 -4,383,000 59,577,000 -16,323,000 -174,613,000 112,544,000 146,676,000 -159,827,000 
          restricted cash included in prepaid expenses and other current assets
        -47,000 758,000 -1,000 747,000 12,000 12,000 -1,000 13,000 -774,000 774,000 -1,000 14,000 
          total cash, cash equivalents, and restricted cash
        -2,562,000 27,078,000 6,927,000 45,108,000 -12,378,000 -155,310,000 146,918,000 71,397,000 23,781,000 14,290,000 6,348,000 40,358,000 -8,586,000 -1,241,000 -4,396,000 59,830,000 -17,103,000 -173,845,000 112,546,000 146,942,000 -159,817,000 
          changes in operating assets and liabilities, net of effects of business combination:
                             
          payments for business combination, net of cash acquired
                             
          proceeds from employee equity transactions, net of payments to tax authorities
         -629,000 6,470,000 1,459,000   -5,534,000 5,255,000   520,000 297,000          
          fair value of ordinary shares issued as consideration for business acquisition
                             
          fair value of replacement awards in business acquisition
                             
          reconciliation of cash, cash equivalents, and restricted cash within the condensed consolidated balance sheets to the amounts shown in the condensed consolidated statements of cash flows above:
                             
          changes in operating assets and liabilities:
                             
          net decrease in cash, cash equivalents, and restricted cash
           -5,519,000    -13,380,000    -5,249,000 -8,586,000   -8,710,000    -17,797,000  
          purchases of intangible asset
                             
          supplemental disclosure of cash flow information:
                             
          income tax payments
                             
          changes in operating assets and liabilities, net of effects of acquisition:
                             
          maturities and sales of short-term investments
             93,284,000 227,160,000 118,623,000 74,065,000 83,676,000 68,845,000 114,326,000 88,936,000 117,906,000 81,232,000 74,637,000 59,381,000 56,019,000    
          acquisition of business, net of cash acquired
                             
          payments to tax authorities from employee equity transactions
                     335,000    -239,000 -7,699,000 -1,008,000  
          changes in operating assets and liabilities, net of business combinations:
                             
          restricted cash included in other assets, noncurrent
                     -17,000 -13,000 240,000 -6,000 -6,000 3,000 252,000 10,000 
          payments related to business combination
                      -179,000      
          purchase of intangible asset
                             
          gain on foreign exchange
                  -224,000 -367,000          
          loss on foreign exchange
                    -138,000         
          proceeds from initial public offering, net of underwriting discounts and commissions and other issuance costs
                            -1,730,000 
          payments to tax authorities, net of proceeds from employee equity transactions
                             
          payments related to business combination, net of cash acquired
                             
          prepayment for purchase of intangible asset
                           
          proceeds from employee equity transactions, net of payments to be remitted to tax authorities
                       107,000      
          payments to be remitted to tax authorities, net of proceeds from employee equity transactions
                             
          deferred offering costs incurred during the period included in accounts payable and accrued expenses
                             
          proceeds from initial public offerings, net of underwriting discounts and commissions and other issuance costs
                             
          payments of deferred offering costs
                             
          proceeds from issuance of convertible preferred shares, net of issuance costs
                             
          proceeds from employee equity transactions to be remitted to tax authorities
                             
          payments related to prior year business or asset acquisition
                             
          supplemental disclosures of cash flow information:
                             
          supplemental disclosures of noncash investing and financing activities:
                             
          purchases of property and equipment during the period included in accounts payable
                             
          purchase of intangible asset during the period included in accrued expenses
                             
          losses on short-term investments