SerpApi token benchmark

Top 10 Engines by Savings
#EngineSavings
  1. 1google_hotels_photos99.2%
  2. 2google_sports98.3%
  3. 3instagram_profile98.2%
  4. 4google_shopping_filters97.1%
  5. 5apple_maps93.3%
  6. 6google_maps_directions92.0%
  7. 7google_hotels90.7%
  8. 8google_trends_trending_now89.3%
  9. 9google_news86.6%
  10. 10baidu86.0%
Mean Savings
45.0%
Median Savings
43.8%
Biggest saving
141,123tokens
apple_maps
Best Savings
99.2%
google_hotels_photos
Worst Savings
2.3%
google_jobs_listing
Token counts and Savings per SerpApi Engine for the latest benchmark run. Sortable by every column.
#
159,05147158,580
99.2%
228,98749428,493
98.3%
3124,7492,281122,468
98.2%
414,95643814,518
97.1%
5151,21010,087141,123
93.3%
612,43999111,448
92.0%
780,4357,49972,936
90.7%
8151,22816,222135,006
89.3%
96,1758295,346
86.6%
1023,6693,30520,364
86.0%
1110,7841,8008,984
83.3%
12129,08222,823106,259
82.3%
13119,84221,30898,534
82.2%
1416,0952,94713,148
81.7%
155,5021,0664,436
80.6%
1698,21821,15777,061
78.5%
17108,02623,57684,450
78.2%
1810,5422,3288,214
77.9%
1915,9343,52512,409
77.9%
2049,15711,38937,768
76.8%
2110,3392,8707,469
72.2%
2212,3723,5978,775
70.9%
2329,3978,57420,823
70.8%
2448,84415,06033,784
69.2%
259,6223,1126,510
67.7%
2625,5208,31217,208
67.4%
279,0583,0006,058
66.9%
2849,19116,57732,614
66.3%
291,7836291,154
64.7%
3029,83610,61819,218
64.4%
3161,28322,17839,105
63.8%
3223,0268,64314,383
62.5%
339,7003,7085,992
61.8%
343,2691,2761,993
61.0%
354,5741,8452,729
59.7%
3633,15013,55219,598
59.1%
3788,18636,72451,462
58.4%
3899,24241,57857,664
58.1%
3936,57915,53721,042
57.5%
4017,9757,64910,326
57.4%
4155,41524,06331,352
56.6%
421,318582736
55.8%
431,9558811,074
54.9%
447,0743,2843,790
53.6%
459,8904,7365,154
52.1%
4630,94515,06515,880
51.3%
471,861908953
51.2%
484,4432,1882,255
50.8%
4971,30837,73933,569
47.1%
5010,7935,7245,069
47.0%
5112,1076,6135,494
45.4%
5233,94218,70915,233
44.9%
536,6203,6702,950
44.6%
545,7923,2122,580
44.5%
55947526421
44.5%
566,0343,3582,676
44.3%
572,2781,2721,006
44.2%
582,7981,5631,235
44.1%
591,073606467
43.5%
609,2495,2993,950
42.7%
6114,9378,9565,981
40.0%
621,8551,169686
37.0%
632,7171,731986
36.3%
647,8285,0262,802
35.8%
6520,78013,4657,315
35.2%
665,5983,6441,954
34.9%
6726,45417,3549,100
34.4%
682,1421,414728
34.0%
698,4405,6042,836
33.6%
7027,58218,3839,199
33.4%
712,4841,665819
33.0%
7214,2579,6244,633
32.5%
734,2332,8801,353
32.0%
741,8171,238579
31.9%
752,0471,408639
31.2%
7617,18211,8835,299
30.8%
7714,54810,0664,482
30.8%
7810,2747,1313,143
30.6%
7917,45312,2425,211
29.9%
8011,0087,7283,280
29.8%
812,5731,824749
29.1%
821,8011,283518
28.8%
8314,35610,3504,006
27.9%
8415,68811,4604,228
27.0%
8510,7737,9902,783
25.8%
866,2674,7081,559
24.9%
874,0063,026980
24.5%
881,5021,135367
24.4%
8934,31526,1958,120
23.7%
9022,24316,9965,247
23.6%
915,6234,3071,316
23.4%
928,0376,1821,855
23.1%
9327,80121,6466,155
22.1%
947,7906,2091,581
20.3%
9529,85823,8246,034
20.2%
9610,8598,9581,901
17.5%
9718,92515,6403,285
17.4%
9862,23851,50810,730
17.2%
992,8122,354458
16.3%
1009,2377,9431,294
14.0%
1012,1641,893271
12.5%
10223,46320,5682,895
12.3%
1031,3331,180153
11.5%
1041,4201,259161
11.3%
10580473173
9.1%
1063,8413,499342
8.9%
10761,24955,8555,394
8.8%
10851847642
8.1%
10943340132
7.4%
11042539431
7.3%
11138435727
7.0%
11244841830
6.7%
11354951336
6.6%
11492988346
5.0%
1151,4401,40535
2.4%
1161,3481,31731
2.3%

How this is measured

Every SerpApi Engine runs one Search a day. That Search returns two payloads, the JSON response body and the markdown file. We tokenize each one with o200k_base and compare the counts.

  1. One Search a day: Fixed Preset per Engine
  2. JSON payload: search.json
  3. Markdown payload: search.md
  4. Token Counts: o200k_base
  5. Savings: Fewer tokens in markdown than JSON