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Token budget calculator

Estimate text tokens from a dollar amount.

Compare how far the same budget goes across LLM7 text models, with approximate input/output and cached-token splits applied per model.

Budget input

Estimated text token volume for active token-priced models.

Best model

844,557,317

Median model

24,018,902

Models counted

37

14 models expose cached-input pricing; their rows include cached-token estimates.

Live estimate

844,557,317 tokens on the best-priced model

The budget is applied to each model independently. Each row uses a stable input/output token mix between 68/32 and 86/14. Models with cached-input pricing also get a cached-token share between 15% and 70% of input tokens.

Mistral AI logocodestral-latest844,557,317 tokensGoogle logogemini-3.1-flash-lite411,684,427 tokens · 60% cached inputDeepSeek logoDeepSeek-V4-Flash-0731379,345,356 tokensMistral AI logomistral-Nemo-Instruct-2407333,333,333 tokens

Text models

Sorted by estimated total tokens for $10.00.

ModelTotal tokensUncached inputCached inputOutputMixBlended priceContext
Mistral AI logocodestral-latestMistral AI · turbo844,557,317689,114,634$6.8911No cache price155,442,683$3.108982 / 18$0.0118 / 1M32,000
Google logogemini-3.1-flash-liteGoogle · pro411,684,427128,781,318$2.5756194,587,537$3.8918 · Cached input88,315,573$3.532679 / 21cache 60% of input$0.0243 / 1M256,000
DeepSeek logoDeepSeek-V4-Flash-0731DeepSeek · turbo379,345,356258,690,712$5.1738No cache price120,654,644$4.826268 / 32$0.0264 / 1M400,000
Mistral AI logomistral-Nemo-Instruct-2407Mistral AI · turbo333,333,333279,985,421$8.3996No cache price53,347,913$1.600484 / 16$0.03 / 1M128,000
MiniMax logominimax-m2.7MiniMax · turbo290,156,869225,392,171$6.7618No cache price64,764,697$3.238278 / 22$0.0345 / 1M180,000
Google logogemini-3-flashGoogle · pro265,190,997224,305,595$6.7292No cache price40,885,402$3.270885 / 15$0.0377 / 1M1,048,576
gemma4:31bpro250,196,899200,315,039$6.0095No cache price49,881,860$3.990580 / 20$0.04 / 1M262,000
Hugging Face logoL3-8B-Lunaris-v1-TurboHugging Face · pro233,339,646166,698,229$6.6679No cache price66,641,417$3.332171 / 29$0.0429 / 1M8,000
Mistral AI logomistral-Small-24B-Instruct-2501Mistral AI · pro158,032,258132,129,030$7.9277No cache price25,903,227$2.072384 / 16$0.0633 / 1M32,000
Anthropic logoclaude-haiku-4-5Anthropic · pro137,037,637108,797,047$4.3519No cache price28,240,591$5.648179 / 21$0.073 / 1M200,000
Google logogemini-3.8-flash-highGoogle · pro125,726,44888,589,673$4.4295No cache price37,136,776$5.570570 / 30$0.0795 / 1M1,000,000
DeepSeek logodeepseek-v4-flash:0731DeepSeek · pro96,825,58768,651,174$5.4921No cache price28,174,413$4.507971 / 29$0.1033 / 1M1,024,000
Google logogemini-3.7-flashGoogle · pro82,857,97561,905,802$3.7143No cache price20,952,173$6.285775 / 25$0.1207 / 1M1,000,000
ByteDance logoseed-2.0-miniByteDance · pro75,910,45921,204,630$2.120536,849,459$0.737 · Cached input17,856,369$7.142576 / 24cache 63% of input$0.1317 / 1M250,000
Anthropic logoclaude-sonnet-4-6Anthropic · pro47,533,78834,515,771$4.1419No cache price13,018,017$5.858173 / 27$0.2104 / 1M1,000,000
Z.ai logoglm-5.3-flashZ.ai · pro45,029,38636,915,405$5.5373No cache price8,113,980$4.462782 / 18$0.2221 / 1M1,048,576
DeepSeek logodeepseek-v4-flash_0731DeepSeek · pro40,397,38533,901,027$6.1022No cache price6,496,359$3.897884 / 16$0.2475 / 1M1,000,000
llama-4-maverickpro36,306,97730,768,272$5.846No cache price5,538,704$4.15485 / 15$0.2754 / 1M1,048,576
xAI logogrok-4.5xAI · pro24,018,90220,027,002$6.0081No cache price3,991,899$3.991983 / 17$0.4163 / 1M500,000
xAI logogrok-4.6xAI · pro23,618,29318,091,464$7.2366No cache price5,526,829$2.763477 / 23$0.4234 / 1M500,000
DeepSeek logodeepseek-v4-proDeepSeek · pro22,339,19917,651,371$6.531No cache price4,687,828$3.46979 / 21$0.4476 / 1M1,000,000
OpenAI logogpt-5.6-lunaOpenAI · pro20,738,33515,601,803$7.0208No cache price5,136,532$2.979275 / 25$0.4822 / 1MNot listed
Xiaomi logoXiaomiMiMo/MiMo-V2.5Xiaomi · pro18,284,7394,932,532$1.9739,727,827$0.7782 · Cached input3,624,381$7.248880 / 20cache 66% of input$0.5469 / 1M256,000
Inkling logoInkling-SmallInkling · pro16,232,7028,104,985$4.05253,459,775$0.346 · Cached input4,667,942$5.601571 / 29cache 30% of input$0.616 / 1M512,000
Anthropic logoclaude-sonnet-5Anthropic · pro14,156,6614,391,499$1.75666,449,670$1.6124 · Cached input3,315,491$6.63177 / 23cache 59% of input$0.7064 / 1M1,000,000
OpenAI logogpt-5.6-terraOpenAI · pro12,293,5896,154,897$3.07742,704,461$0.0541 · Cache read · min 3,8403,434,231$6.868572 / 28cache 31% of input$0.8134 / 1M1,000,000
Z.ai logoglm-5.3Z.ai · pro12,089,6629,452,883$4.7264No cache price2,636,779$5.273678 / 22$0.8272 / 1M1,000,000
Xiaomi logoXiaomiMiMo/MiMo-V2.5-ProXiaomi · pro9,869,3295,196,171$5.19623,291,302$0.6583 · Cached input1,381,856$4.145686 / 14cache 39% of input$1.0132 / 1M1,024,000
OpenAI logogpt-5.5OpenAI · pro8,283,6294,008,223$2.20452,295,767$1.2627 · Cached input · min 3001,979,638$6.532876 / 24cache 36% of input$1.2072 / 1M1,050,000
Inkling logoInklingInkling · pro7,263,8454,441,738$4.44171,513,214$0.2572 · Cached input1,308,893$5.30182 / 18cache 25% of input$1.3767 / 1M512,000
OpenAI logogpt-5.6-solOpenAI · pro4,322,7862,070,649$4.14131,284,249$0.0514 · Cache read967,889$5.807378 / 22cache 38% of input$2.3133 / 1M1,000,000
Moonshot AI logokimi-k3Moonshot AI · pro3,836,8372,107,745$3.5832963,105$0.2889 · Cached input765,988$6.127980 / 20cache 31% of input$2.6063 / 1M1,000,000
Anthropic logoclaude-opus-5Anthropic · pro2,850,059658,486$1.64621,526,934$0.0458 · Cached input664,638$8.30877 / 23cache 70% of input$3.5087 / 1M1,000,000
Anthropic logoclaude-opus-4-8Anthropic · pro2,578,4261,046,463$2.3545907,004$0.0272 · Cache read · min 6,400624,959$7.618276 / 24cache 46% of input$3.8783 / 1M1,000,000
OpenAI logogpt-6-astraOpenAI · pro1,574,8071,149,613$5.7481No cache price425,193$4.251973 / 27$6.35 / 1M1,000,000
Anthropic logoclaude-fable-5-1Anthropic · pro1,534,3241,183,170$4.7327No cache price351,155$5.267377 / 23$6.5175 / 1M1,000,000
Anthropic logoclaude-fable-5Anthropic · pro898,362365,979$1.6469257,379$0.103 · Cache read275,005$8.250169 / 31cache 41% of input$11.1314 / 1M1,000,000