Google Models

83 modelsGeneral models free to startUp to 1.05M context

Usage

Last 30 days · 2026-07-22 to 2026-08-20

Tokens

223B

Requests

10.8M

Models in use

63 of 83

Tokens per day, stacked by model

05.5B11.1B07-2207-2908-0508-1208-192026-07-22 — 8,150,756,970 tokens gemini-3-flash-preview: 1,699,458,940 gemini-3.5-flash: 1,460,365,505 gemini-3.1-flash-lite: 1,391,045,480 35 more models: 1,195,776,720 gemini-3.1-pro-preview: 1,142,457,725 gemini-2.5-flash-lite: 766,047,930 gemini-2.5-flash: 250,194,940 gemini-3.6-flash: 245,409,7302026-07-23 — 7,159,427,365 tokens gemini-3-flash-preview: 1,569,045,855 gemini-3.1-pro-preview: 1,270,093,530 gemini-3.1-flash-lite: 1,161,289,490 35 more models: 1,019,063,510 gemini-2.5-flash-lite: 782,631,275 gemini-3.5-flash: 688,284,630 gemini-3.6-flash: 401,065,730 gemini-2.5-flash: 267,953,3452026-07-24 — 7,028,359,445 tokens gemini-3-flash-preview: 1,443,676,275 gemini-3.5-flash: 1,424,323,135 35 more models: 1,083,072,970 gemini-3.1-pro-preview: 1,017,028,915 gemini-3.1-flash-lite: 904,444,200 gemini-2.5-flash-lite: 594,572,990 gemini-3.6-flash: 311,047,545 gemini-2.5-flash: 250,193,4152026-07-25 — 5,733,912,780 tokens gemini-3-flash-preview: 1,232,802,325 35 more models: 1,205,671,585 gemini-3.1-pro-preview: 948,370,940 gemini-3.1-flash-lite: 930,884,575 gemini-2.5-flash-lite: 524,368,300 gemini-3.5-flash: 389,289,890 gemini-3.6-flash: 331,788,800 gemini-2.5-flash: 170,736,3652026-07-26 — 4,706,479,655 tokens gemini-3-flash-preview: 1,039,750,680 gemini-3.1-flash-lite: 997,057,020 35 more models: 856,081,870 gemini-2.5-flash-lite: 651,032,135 gemini-3.1-pro-preview: 421,615,870 gemini-3.5-flash: 349,405,605 gemini-2.5-flash: 271,573,900 gemini-3.6-flash: 119,962,5752026-07-27 — 8,545,324,240 tokens gemini-3-flash-preview: 2,160,726,140 gemini-3.1-flash-lite: 1,776,654,085 gemini-3.1-pro-preview: 1,357,244,715 35 more models: 1,183,903,635 gemini-2.5-flash-lite: 570,076,240 gemini-3.5-flash: 538,250,690 gemini-3.6-flash: 486,453,910 gemini-2.5-flash: 472,014,8252026-07-28 — 10,802,619,705 tokens 35 more models: 2,876,617,095 gemini-3-flash-preview: 2,174,979,435 gemini-3.5-flash: 1,935,395,175 gemini-3.1-pro-preview: 1,135,590,730 gemini-3.1-flash-lite: 1,133,842,815 gemini-2.5-flash-lite: 609,587,705 gemini-3.6-flash: 563,579,970 gemini-2.5-flash: 373,026,7802026-07-29 — 7,310,657,915 tokens gemini-3-flash-preview: 1,482,599,830 gemini-3.1-pro-preview: 1,201,491,780 gemini-3.1-flash-lite: 1,161,720,030 35 more models: 1,054,615,210 gemini-3.5-flash: 943,713,150 gemini-2.5-flash-lite: 618,090,700 gemini-3.6-flash: 442,391,065 gemini-2.5-flash: 406,036,1502026-07-30 — 7,856,012,750 tokens gemini-3-flash-preview: 1,376,406,520 gemini-3.1-flash-lite: 1,313,546,810 gemini-3.1-pro-preview: 1,288,508,835 35 more models: 1,050,868,430 gemini-3.5-flash: 1,010,616,120 gemini-3.6-flash: 749,139,275 gemini-2.5-flash-lite: 603,169,015 gemini-2.5-flash: 463,757,7452026-07-31 — 7,893,096,470 tokens 35 more models: 1,757,121,235 gemini-3-flash-preview: 1,382,159,050 gemini-3.1-pro-preview: 1,307,396,265 gemini-3.1-flash-lite: 1,251,063,720 gemini-3.6-flash: 742,825,450 gemini-2.5-flash-lite: 587,099,800 gemini-3.5-flash: 512,832,265 gemini-2.5-flash: 352,598,6852026-08-01 — 4,715,010,330 tokens 35 more models: 1,049,598,735 gemini-3-flash-preview: 832,382,430 gemini-3.1-flash-lite: 740,420,670 gemini-3.5-flash: 544,816,060 gemini-3.1-pro-preview: 510,158,200 gemini-2.5-flash-lite: 471,444,715 gemini-2.5-flash: 316,044,110 gemini-3.6-flash: 250,145,4102026-08-02 — 3,770,330,610 tokens gemini-3.1-flash-lite: 651,541,645 gemini-3-flash-preview: 631,317,375 gemini-3.1-pro-preview: 509,320,375 35 more models: 504,039,545 gemini-2.5-flash-lite: 460,411,735 gemini-2.5-flash: 426,344,975 gemini-3.5-flash: 404,393,640 gemini-3.6-flash: 182,961,3202026-08-03 — 7,546,038,070 tokens gemini-3-flash-preview: 1,971,829,845 gemini-3.1-pro-preview: 1,081,160,415 gemini-3.1-flash-lite: 969,898,305 35 more models: 960,030,795 gemini-3.6-flash: 858,045,015 gemini-2.5-flash-lite: 688,866,075 gemini-2.5-flash: 548,633,315 gemini-3.5-flash: 467,574,3052026-08-04 — 7,250,277,565 tokens gemini-3-flash-preview: 1,750,735,330 gemini-3.1-pro-preview: 1,269,406,420 35 more models: 1,107,998,525 gemini-3.1-flash-lite: 1,016,038,225 gemini-3.5-flash: 534,476,040 gemini-2.5-flash: 530,339,885 gemini-3.6-flash: 530,318,860 gemini-2.5-flash-lite: 510,964,2802026-08-05 — 8,254,070,455 tokens gemini-3-flash-preview: 2,220,477,355 gemini-3.1-pro-preview: 1,413,995,895 35 more models: 1,126,744,340 gemini-3.1-flash-lite: 1,052,845,870 gemini-2.5-flash-lite: 747,997,365 gemini-3.6-flash: 617,023,995 gemini-2.5-flash: 548,340,925 gemini-3.5-flash: 526,644,7102026-08-06 — 8,575,011,610 tokens gemini-3-flash-preview: 2,158,305,155 35 more models: 1,294,170,645 gemini-2.5-flash-lite: 1,191,310,945 gemini-3.1-flash-lite: 1,174,386,795 gemini-3.1-pro-preview: 1,109,950,150 gemini-3.6-flash: 685,811,170 gemini-2.5-flash: 485,814,025 gemini-3.5-flash: 475,262,7252026-08-07 — 6,947,614,675 tokens 35 more models: 1,370,437,405 gemini-3.1-flash-lite: 1,154,295,185 gemini-3-flash-preview: 1,152,307,300 gemini-3.1-pro-preview: 1,097,327,130 gemini-3.6-flash: 728,998,985 gemini-2.5-flash-lite: 514,140,805 gemini-2.5-flash: 502,433,885 gemini-3.5-flash: 427,673,9802026-08-08 — 3,443,995,085 tokens 35 more models: 813,963,000 gemini-3.1-flash-lite: 553,978,045 gemini-2.5-flash: 438,149,535 gemini-3-flash-preview: 421,864,455 gemini-3.1-pro-preview: 398,192,375 gemini-3.6-flash: 322,655,990 gemini-3.5-flash: 264,583,810 gemini-2.5-flash-lite: 230,607,8752026-08-09 — 3,272,614,455 tokens 35 more models: 723,557,575 gemini-3-flash-preview: 481,159,305 gemini-3.1-flash-lite: 466,288,385 gemini-2.5-flash-lite: 425,595,450 gemini-3.1-pro-preview: 418,279,305 gemini-2.5-flash: 303,420,825 gemini-3.5-flash: 227,418,100 gemini-3.6-flash: 226,895,5102026-08-10 — 7,243,182,415 tokens gemini-3.1-pro-preview: 1,753,173,295 35 more models: 1,676,343,875 gemini-3.1-flash-lite: 1,289,588,125 gemini-3-flash-preview: 804,920,310 gemini-3.6-flash: 599,326,965 gemini-2.5-flash-lite: 545,172,270 gemini-3.5-flash: 305,589,545 gemini-2.5-flash: 269,068,0302026-08-11 — 7,125,078,760 tokens 35 more models: 1,383,830,810 gemini-3-flash-preview: 1,178,809,620 gemini-3.6-flash: 1,146,328,905 gemini-3.1-pro-preview: 1,045,157,000 gemini-3.1-flash-lite: 1,028,541,515 gemini-3.5-flash: 497,402,925 gemini-2.5-flash-lite: 496,342,880 gemini-2.5-flash: 348,665,1052026-08-12 — 11,096,928,470 tokens gemini-3.1-pro-preview: 3,136,992,645 gemini-3.6-flash: 1,944,130,060 gemini-3.1-flash-lite: 1,592,668,420 gemini-2.5-flash-lite: 1,313,165,555 35 more models: 1,219,775,655 gemini-3-flash-preview: 1,158,265,715 gemini-2.5-flash: 367,834,145 gemini-3.5-flash: 364,096,2752026-08-13 — 10,231,623,090 tokens gemini-3.1-pro-preview: 3,305,864,365 gemini-3-flash-preview: 1,827,357,645 gemini-3.1-flash-lite: 1,632,362,780 35 more models: 1,290,026,430 gemini-3.6-flash: 905,360,575 gemini-2.5-flash-lite: 669,485,870 gemini-3.5-flash: 344,742,645 gemini-2.5-flash: 256,422,7802026-08-14 — 7,791,067,360 tokens gemini-3.7-flash: 1,550,768,190 gemini-3.1-flash-lite: 1,469,366,805 gemini-3-flash-preview: 1,207,210,305 35 more models: 1,083,478,935 gemini-3.1-pro-preview: 947,507,650 gemini-2.5-flash-lite: 523,973,815 gemini-3.6-flash: 447,426,940 gemini-3.5-flash: 353,586,620 gemini-2.5-flash: 207,748,1002026-08-15 — 6,926,687,130 tokens gemini-3.7-flash: 2,131,783,120 gemini-3-flash-preview: 1,182,659,110 gemini-3.1-flash-lite: 925,368,100 35 more models: 742,339,750 gemini-3.1-pro-preview: 664,895,300 gemini-2.5-flash-lite: 435,933,750 gemini-3.6-flash: 350,576,040 gemini-2.5-flash: 249,628,660 gemini-3.5-flash: 243,503,3002026-08-16 — 4,539,501,750 tokens gemini-3-flash-preview: 841,864,995 35 more models: 688,240,195 gemini-3.7-flash: 656,262,610 gemini-3.1-pro-preview: 612,965,165 gemini-3.1-flash-lite: 515,394,165 gemini-2.5-flash-lite: 396,911,155 gemini-2.5-flash: 302,240,730 gemini-3.5-flash: 267,644,130 gemini-3.6-flash: 257,978,6052026-08-17 — 10,371,269,885 tokens gemini-3.7-flash: 3,163,009,285 gemini-3.1-flash-lite: 1,521,119,255 gemini-3-flash-preview: 1,367,603,065 gemini-3.1-pro-preview: 1,329,732,480 35 more models: 1,210,717,795 gemini-2.5-flash-lite: 482,860,340 gemini-3.6-flash: 442,003,830 gemini-2.5-flash: 441,167,415 gemini-3.5-flash: 413,056,4202026-08-18 — 9,275,748,560 tokens 35 more models: 2,857,274,635 gemini-3.1-flash-lite: 2,468,286,545 gemini-3-flash-preview: 947,010,815 gemini-3.1-pro-preview: 756,572,525 gemini-3.7-flash: 625,239,390 gemini-2.5-flash-lite: 518,629,130 gemini-3.5-flash: 465,451,565 gemini-3.6-flash: 403,701,720 gemini-2.5-flash: 233,582,2352026-08-19 — 8,322,293,855 tokens gemini-3.1-flash-lite: 2,393,966,960 35 more models: 1,346,486,100 gemini-3.7-flash: 1,321,589,980 gemini-3-flash-preview: 769,662,395 gemini-3.1-pro-preview: 735,187,400 gemini-2.5-flash-lite: 547,853,415 gemini-2.5-flash: 534,871,680 gemini-3.5-flash: 342,442,920 gemini-3.6-flash: 330,233,0052026-08-20 — 10,674,825,260 tokens gemini-3.1-flash-lite: 2,945,900,870 gemini-3.7-flash: 2,195,121,400 35 more models: 1,443,739,890 gemini-2.5-flash: 1,099,711,910 gemini-3.1-pro-preview: 957,556,800 gemini-3-flash-preview: 839,393,865 gemini-2.5-flash-lite: 643,405,505 gemini-3.5-flash: 318,035,295 gemini-3.6-flash: 231,959,725
  • gemini-3-flash-preview
  • gemini-3.1-flash-lite
  • gemini-3.1-pro-preview
  • gemini-2.5-flash-lite
  • gemini-3.5-flash
  • gemini-3.6-flash
  • gemini-2.5-flash
  • gemini-3.7-flash
  • 35 more models

Which models that traffic went to

  1. Gemini 3 Flash Preview17.7%39.3B
  2. Gemini 3.1 Flash Lite16.9%37.6B
  3. Gemini 3.1 Pro Preview15.3%34.1B
  4. Gemini 2.5 Flash Lite8.1%18.1B
  5. Gemini 3.5 Flash7.7%17B
  6. Gemini 3.6 Flash7.1%15.9B
  7. Gemini 2.5 Flash5.3%11.7B
  8. Gemini 3.7 Flash5.2%11.6B
  9. 35 more models16.7%37.2B

Share of 223B tokens. 20 models with traffic report no token counts and cannot be ranked here, including gemini-3-pro-image-preview and gemini-3.1-flash-image-preview — they are in the request view.

The two views disagree on purpose: a model can take a large share of the calls and a small share of the tokens — many short requests — or the reverse. Which one matters depends on whether your cost is driven by call volume or by prompt length. Measured on AIHubMix over the last 30 days, counting the 83 model IDs listed on this page; traffic routed through upstream-specific IDs that are not in the public catalog is not included.

All 83 Google Models

Open in model list
Google models on AIHubMix with input and output modalities, context length, maximum output, price per million tokens including cache read and cache write rates, and measured throughput and latency.
Modalities
gemini-3-flash-preview-freeTakes text, vision, audio, video, returns text.1.05M66KFreeFree/M
gemini-3.5-flash-lite-freeTakes text, vision, audio, video, returns text.1.05M66KFreeFree/M124 tok/s5.21 s
gemini-3.6-flash-freeTakes text, vision, audio, video, returns text.1.05M64KFreeFree/M124 tok/s5.21 s
gemini-3.7-flash-freeTakes text, vision, audio, video, returns text.1.05M64KFreeFree/M63 tok/s11.18 s
gemini-2.5-flash-liteTakes text, vision, audio, video, returns text.1.05M66K$0.10$0.40/M$0.01/M45 tok/s1.41 s
gemini-2.5-flash-lite-nothinkTakes text, vision, audio, video, returns text.1.05M66K$0.10$0.40/M$0.01/M237 tok/s0.88 s
gemini-2.5-flash-lite-preview-09-2025Takes text, vision, audio, video, returns text.1.05M66K$0.10$0.40/M$0.01/M148 tok/s0.32 s
gemini-2.5-flash-lite-preview-09-2025-nothinkTakes text, vision, audio, video, returns text.1.05M66K$0.10$0.40/M$0.01/M205 tok/s0.76 s
gemini-2.5-flashTakes text, vision, audio, video, returns text.1.05M66K$0.30$2.50/M$0.03/M114 tok/s2.27 s
gemini-2.5-flash-preview-05-20-nothinkTakes text, vision, audio, video, returns text.1.05M66K$0.30$2.50/M$0.03/M55 tok/s0.69 s
gemini-2.5-flash-preview-05-20-searchTakes text, vision, audio, video, returns text.1.05M66K$0.30$2.50/M$0.03/M55 tok/s0.69 s
gemini-2.5-flash-preview-09-2025Takes text, vision, audio, video, returns text.1.05M66K$0.30$2.50/M$0.03/M144 tok/s0.36 s
gemini-2.5-flash-searchTakes text, vision, audio, video, returns text.1.05M66K$0.30$2.50/M$0.03/M55 tok/s0.69 s
gemini-3.5-flash-liteTakes text, vision, audio, video, returns text.1.05M66K$0.30$2.50/M$0.03/M64 tok/s0.46 s
gemini-3-flash-previewTakes text, vision, audio, returns text.1.05M$0.50$3.00/M$0.05/M172 tok/s4.01 s
gemini-3-flash-preview-searchTakes text, vision, audio, returns text.1.05M$0.50$3.00/M$0.05/M99 tok/s0.80 s
gemini-3.7-flashTakes text, vision, audio, video, returns text.1.05M66K$0.75$3.75/M$0.07/M82 tok/s3.38 s
gemini-2.5-proTakes text, vision, audio, video, PDF, returns text.1.05M66K$1.25$10.00/M$0.13/M71 tok/s2.85 s
gemini-2.5-pro-preview-05-06Takes text, vision, audio, video, returns text.1.05M66K$1.25$10.00/M$0.13/M98 tok/s2.34 s
gemini-2.5-pro-preview-06-05Takes text, vision, audio, video, returns text.1.05M66K$1.25$10.00/M$0.13/M78 tok/s7.99 s
gemini-2.5-pro-searchTakes text, vision, audio, video, PDF, returns text.1.05M66K$1.25$10.00/M$0.13/M101 tok/s3.20 s
gemini-3.5-flashTakes text, vision, audio, video, returns text.1.05M64K$1.50$9.00/M$0.15/M151 tok/s7.01 s
gemini-3.6-flashTakes text, vision, audio, video, returns text.1.05M66K$1.50$7.50/M$0.15/M144 tok/s4.04 s
gemini-3.1-pro-previewTakes text, vision, audio, video, returns text.1.05M64K$2.00$12.00/M$0.20/M85 tok/s5.36 s
gemini-2.5-flash-nothinkTakes text, vision, audio, video, returns text.1.05M66K$0.30$2.50/M$0.03/M1 tok/s1325.63 s
gemini-3.1-flash-liteTakes text, vision, audio, video, returns text.1M64K$0.25$1.50/M73 tok/s0.68 s
gemini-3.1-flash-lite-nothinkTakes text, vision, audio, video, returns text.1M64K$0.25$1.50/M97 tok/s0.59 s
gemini-3.1-pro-preview-customtoolsTakes text, vision, audio, video, returns text.1M64K$2.00$12.00/M$0.20/M98 tok/s11.49 s
gemma-4-26b-a4b-it-freeTakes text, vision, returns text.262KFreeFree/M
gemma-4-31b-it-freeTakes text, vision, returns text.262KFreeFree/M
deepinfra-gemma-4-26b-a4b-itTakes , returns text.262K131K$0.09$0.39/M$0.01/M43 tok/s0.43 s
gemma-4-26b-a4b-itTakes , returns text.262K131K$0.14$0.40/M22 tok/s0.57 s
gemma-4-31b-itTakes , returns text.262K131K$0.14$0.40/M33 tok/s0.96 s
gemini-3.1-flash-imageTakes text, vision, returns text, vision.131KFreeFree/M114 tok/s13.91 s
gemini-3-pro-imageTakes text, vision, returns text, vision.66KFreeFree/M62 tok/s25.47 s
gemini-3.1-flash-lite-imageTakes text, vision, returns text, vision.66KFreeFree/M62 tok/s0.93 s
gemini-2.5-flash-imageTakes text, vision, returns text, vision.33K8K$0.04$0.04/M124 tok/s1.13 s
gemini-2.5-flash-image-previewTakes text, vision, returns vision.33K8K$0.04$0.04/M1314 tok/s5.85 s
gemini-2.5-flash-preview-ttsTakes text, returns audio.FreeFree/M
gemini-2.5-pro-preview-ttsTakes text, returns audio.FreeFree/M
gemini-3-pro-image-previewTakes text, vision, returns text, vision.FreeFree/M101 tok/s2.40 s
gemini-3.1-flash-image-previewTakes text, vision, returns text, vision.FreeFree/M122 tok/s10.13 s
gemini-3.1-flash-image-preview-freeTakes text, vision, returns vision.FreeFree/M34 tok/s35.35 s
imagen-4.0Takes text, vision, returns vision.FreeFree/M
imagen-4.0-fast-generate-001Takes text, vision, returns vision.FreeFree/M
imagen-4.0-generate-001Takes text, vision, returns vision.FreeFree/M
imagen-4.0-ultraTakes text, vision, returns vision.FreeFree/M
imagen-4.0-ultra-generate-001Takes text, vision, returns vision.FreeFree/M
veo-2.0-generate-001Takes video, returns video.FreeFree/M
veo-3.0-generate-previewTakes text, vision, video, returns video.FreeFree/M
veo-3.1-fast-generate-previewTakes text, vision, video, returns video.FreeFree/M
veo-3.1-generate-previewTakes text, vision, video, returns video.FreeFree/M
gemini-embedding-exp-03-07Takes text. Output modality not published.$0.02$0.02/M
google/gemma-2-9b-it:free$0.02$0.02/M
text-embedding-004$0.02$0.02/M
gemma-7b-it$0.10$0.10/M
gemini-embedding-001Takes text. Output modality not published.$0.15$0.15/M
gemini-embedding-2Takes text, vision, audio, video. Output modality not published.$0.20$0.60/M
gemini-pro$0.20$0.60/M
gemma-3-12b-it$0.20$0.20/M37 tok/s0.89 s
gemma-3-1b-it$0.20$0.20/M
gemma-3-27b-it$0.20$0.20/M19 tok/s0.51 s
gemma-3-4b-it$0.20$0.20/M12 tok/s1.37 s
gemma-3n-e4b-it$0.20$0.20/M
google-gemma-3-12b-it$0.20$0.20/M
google-gemma-3-27b-it$0.20$0.20/M
google-gemma-3-4b-it$0.20$0.20/M
unsloth/gemma-3-12b-it$0.20$0.80/M
unsloth/gemma-3-27b-it$0.22$0.22/M
google/gemma-2-27b-it$0.80$0.80/M
gemini-pro-vision$1.00$1.00/M
gemini-2.5-pro-exp-03-25Takes text, vision, audio, video, returns text.$1.25$5.00/M$0.13/M122 tok/s8.30 s
gemini-2.5-pro-preview-03-25Takes text, vision, returns text.$1.25$10.00/M$0.13/M98 tok/s2.34 s
gemini-2.5-pro-preview-03-25-searchTakes text, vision, audio, video, returns text.$1.25$10.00/M$0.13/M98 tok/s2.34 s
gemini-2.5-pro-preview-05-06-searchTakes text, vision, audio, video, returns text.$1.25$10.00/M$0.13/M98 tok/s2.34 s
gemini-2.5-pro-preview-06-05-searchTakes text, vision, audio, video, returns text.$1.25$10.00/M$0.13/M78 tok/s7.99 s
gemini-exp-1114$1.25$5.00/M
gemini-exp-1121$1.25$5.00/M
gemini-exp-1206$1.25$5.00/M
google/gemini-exp-1114$1.25$5.00/M
learnlm-1.5-pro-experimental$1.25$5.00/M
gemini-3.1-pro-preview-searchTakes text, vision, audio, video, returns text.$2.00$12.00/M$0.20/M92 tok/s6.63 s
veo-3.1-lite-generate-previewTakes text, vision, video, returns video.$720.00$720.00/M

Prices are USD per million tokens; cache read and cache write are the rates for prompt-cache hits and for writing a prompt into the cache. Throughput and latency are measured on AIHubMix — the same figures the model detail page shows — not vendor claims. A dash means the catalog does not publish that field for that model, which is not the same as the model not supporting it.

Google on AIHubMix

Which Google model should I start with?

gemini-3-flash-preview-free is free on input — the cheapest entry here that declares tool calling, and it carries a 1.05M context. Move up to veo-3.1-lite-generate-preview when answer quality matters more than cost, or to gemini-3.5-flash-lite-free for long-form reasoning.

Which of these models reason before answering?

30 of the 83 models here declare a reasoning phase — they work through the problem before producing an answer, which helps on multi-step problems at the cost of extra output tokens. Use the Reasoning filter above the table to see them. The catalog does not record anything further about how they differ, so this page does not sort them into families.

Why are there several entries for the same model?

Because each row is a route you can call, not a model release. Some IDs name an upstream (azure-, alicloud-, cc-), some are the open-weight repository form (google/…), and some differ only in capitalisation, kept so older integrations keep working.

The catalog does not carry a field saying which of those a given row is, so this page does not sort them into buckets it would have to invent. Every row shows that route’s own price, context and speed — compare those directly, and open a model to see the upstreams that serve it.

How is cached input billed?

The Cache read column is the rate for input tokens served from the prompt cache — for example gemini-2.5-flash bills cache hits at 10% of the input rate and gemini-2.5-flash-lite bills cache hits at 10% of the input rate. Cache write is the surcharge for putting a prompt into the cache in the first place, and only a few upstreams bill it separately. A dash in either column means the catalog carries no cache rate for that model, so plan on paying the full input rate.

Do I need a separate Google account?

No. One AIHubMix key covers every model on this page, and switching between them is a change to the model string — billing, rate limits, and logs stay in one place.

Start calling Google in one line

One key, one endpoint, 859 models across 37 model authors.