38 models across 3 tiers

GPT API rate card, 2026

Current rates for all 38 GPT models, including cache read/write, batch discounts, and long-context tiers.

Models

38

Cheapest input

$0.05/MTok

Cheapest output

$0.40/MTok

Cache discount

0% - 95% off

GPT API pricing table

ModelTierInput $/MTokOutput $/MTokCache ReadCache WriteBatchContext
GPT 5 NanoFast / Budget$0.05$0.40$0.01(90% off)$0.05(no surcharge)$0.03(50% off)272K
GPT 4.1 NanoFast / Budget$0.10$0.40$0.03(75% off)$0.10(no surcharge)$0.05(50% off)1.0M
GPT 6 LunaFast / Budget$0.10$0.50$0.01(90% off)$0.13(25% surcharge)$0.05(50% off)922K
GPT 4o MiniFast / Budget$0.15$0.60$0.07(50% off)$0.15(no surcharge)$0.07(50% off)128K
GPT 5.6 LunaFast / Budget$0.20$1.20$0.02(90% off)$0.25(25% surcharge)$0.10(50% off)922K
GPT 5.4 NanoFast / Budget$0.20$1.25$0.02(90% off)$0.20(no surcharge)$0.10(50% off)272K
GPT 5 MiniFast / Budget$0.25$2.00$0.03(90% off)$0.25(no surcharge)$0.13(50% off)272K
GPT 4.1 MiniFast / Budget$0.40$1.60$0.10(75% off)$0.40(no surcharge)$0.20(50% off)1.0M
GPT 3.5 TurboFast / Budget$0.50$1.50$0.50(0% off)$0.50(no surcharge)$0.25(50% off)16K
GPT 3.5 Turbo (0125)Fast / Budget$0.50$1.50$0.50(0% off)$0.50(no surcharge)$0.25(50% off)16K
GPT 5.4 MiniFast / Budget$0.75$4.50$0.08(90% off)$0.75(no surcharge)$0.38(50% off)272K
o3 MiniFast / Budget$1.10$4.40$0.55(50% off)$1.10(no surcharge)$0.55(50% off)200K
o4 MiniFast / Budget$1.10$4.40$0.28(75% off)$1.10(no surcharge)$0.55(50% off)200K
GPT 5Mid-tier$1.25$10.00$0.13(90% off)$1.25(no surcharge)$0.63(50% off)272K
GPT 5.1Mid-tier$1.25$10.00$0.13(90% off)$1.25(no surcharge)$0.63(50% off)272K
GPT 5.2Mid-tier$1.75$14.00$0.18(90% off)$1.75(no surcharge)$0.88(50% off)272K
GPT 5.6 TerraMid-tier$2.00$12.00$0.20(90% off)$2.50(25% surcharge)$1.00(50% off)922K
GPT 4.1Mid-tier$2.00$8.00$0.50(75% off)$2.00(no surcharge)$1.00(50% off)1.0M
GPT 6 SolFlagship$2.00$10.00$0.20(90% off)$2.50(25% surcharge)$1.00(50% off)922K
o3Mid-tier$2.00$8.00$0.50(75% off)$2.00(no surcharge)$1.00(50% off)200K
GPT 6.1 SolFlagship$2.00$10.00$0.10(95% off)$2.50(25% surcharge)$1.00(50% off)922K
GPT 5.4Mid-tier$2.50$15.00$0.25(90% off)$2.50(no surcharge)$1.25(50% off)1.1M
GPT 4oMid-tier$2.50$10.00$1.25(50% off)$2.50(no surcharge)$1.25(50% off)128K
GPT 5.6 SolFlagship$4.00$20.00$0.40(90% off)$5.00(25% surcharge)$2.00(50% off)922K
GPT 5.5Flagship$5.00$30.00$0.50(90% off)$5.00(no surcharge)$2.50(50% off)1.1M
GPT 4o (2024-05-13)Flagship$5.00$15.00$5.00(0% off)$5.00(no surcharge)$2.50(50% off)128K
GPT 4 Turbo (2024-04-09)Flagship$10.00$30.00$10.00(0% off)$10.00(no surcharge)$5.00(50% off)128K
GPT 4 TurboFlagship$10.00$30.00$10.00(0% off)$10.00(no surcharge)$5.00(50% off)128K
GPT 6 AstraFlagship$10.00$50.00$1.00(90% off)$12.50(25% surcharge)$5.00(50% off)922K
GPT 5 ProFlagship$15.00$120.00$15.00(0% off)$15.00(no surcharge)$7.50(50% off)400K
o1Flagship$15.00$60.00$7.50(50% off)$15.00(no surcharge)$7.50(50% off)200K
o3 ProFlagship$20.00$80.00$20.00(0% off)$20.00(no surcharge)$10.00(50% off)200K
GPT 5.2 ProFlagship$21.00$168.00$21.00(0% off)$21.00(no surcharge)$10.50(50% off)272K
GPT 4 (0613)Flagship$30.00$60.00$30.00(0% off)$30.00(no surcharge)$15.00(50% off)8K
GPT 4Flagship$30.00$60.00$30.00(0% off)$30.00(no surcharge)$15.00(50% off)8K
GPT 5.4 ProFlagship$30.00$180.00$30.00(0% off)$30.00(no surcharge)$15.00(50% off)1.1M
GPT 5.5 ProFlagship$30.00$180.00$30.00(0% off)$30.00(no surcharge)$15.00(50% off)1.1M
o1 ProFlagship$150.00$600.00$150.00(0% off)$150.00(no surcharge)$75.00(50% off)200K

GPT 5 Nano: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 4.1 Nano: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 6 Luna: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Benchmarked from the LiveBench 2026-06-25 release (2026-W26) in the first rankings sync.

GPT 4o Mini: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 5.4 Nano: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Benchmarked from the LiveBench 2026-06-25 release (2026-W26) in the first rankings sync.

GPT 5 Mini: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 4.1 Mini: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 3.5 Turbo: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 3.5 Turbo (0125): Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 5.4 Mini: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Benchmarked from the LiveBench 2026-06-25 release (2026-W26) in the first rankings sync.

o3 Mini: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

o4 Mini: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 5: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 5.1: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 5.2: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 4.1: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 6 Sol: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Benchmarked from the LiveBench 2026-06-25 release (2026-W26) in the first rankings sync.

o3: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 6.1 Sol: Added by the model-onboarding job on 2026-09-30. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date is the day Tokeven first saw it (2026-09-30) because the provider publishes none in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 4o: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 4o (2024-05-13): Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 4 Turbo (2024-04-09): Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 4 Turbo: Alias of gpt-4-turbo-2024-04-09 (same prices). Added 2026-10-13 for integrations that report the requested model id. Not benchmarked, so never recommended.

GPT 6 Astra: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Benchmarked from the LiveBench 2026-06-25 release (2026-W26) in the first rankings sync.

GPT 5 Pro: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

o1: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

o3 Pro: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 5.2 Pro: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 4 (0613): Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 4: Alias of gpt-4-0613 (same prices). Added 2026-10-13 for integrations that report the requested model id. Not benchmarked, so never recommended.

GPT 5.4 Pro: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT 5.5 Pro: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

o1 Pro: Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

GPT cache and batch pricing

How caching and batch processing affect your GPT API costs.

Cache read discount

When a prompt prefix is already cached, the provider charges a reduced rate for those tokens. GPT cache read discounts range from 0% to 95% off the standard input rate, depending on the model.

Cache write cost

Cache write pricing varies across GPT models. Some charge a surcharge on the first cache write while others charge standard input rates. Check the table above for per-model details.

Batch discount

All GPT models offer a 50% batch discount. Batch requests are processed asynchronously and cost 50% of the standard rate.

GPT long-context pricing

Some GPT models apply higher rates once the total prompt exceeds a threshold. Both input and output tokens may be re-priced for the entire request.

ModelThresholdInput multiplierOutput multiplier
GPT 6 Luna272.001K tokens2x1.5x
GPT 5.6 Luna272.001K tokens2x1.5x
GPT 5.6 Terra272.001K tokens2x1.5x
GPT 6 Sol272.001K tokens2x1.5x
GPT 6.1 Sol272.001K tokens2x1.5x
GPT 5.4272.001K tokens2x1.5x
GPT 5.6 Sol272.001K tokens2x1.5x
GPT 5.5272.001K tokens2x1.5x
GPT 6 Astra272.001K tokens2x1.5x
GPT 5.4 Pro272.001K tokens2x1.5x
GPT 5.5 Pro272.001K tokens2x1.5x

GPT cost by use case

Estimated cost per API call across common workloads, using default token counts for each use case.

Use caseNanoNanoLunaMiniLunaNanoMiniMiniTurbo(0125)MiniMiniMini55.15.2Terra4.1Solo3Sol5.44oSol5.5(2024-05-13)(2024-04-09)TurboAstraProo1ProPro(0613)4ProProPro
Code Generation$0.001700$0.001800$0.002200$0.002700$0.005200$0.005400$0.008500$0.007200$0.007000$0.007000$0.0195$0.0198$0.0198$0.0425$0.0425$0.0595$0.0520$0.0360$0.0440$0.0360$0.0440$0.0650$0.0450$0.0880$0.1300$0.0700$0.1400$0.1400$0.2200$0.5100$0.2700$0.3600$0.7140$0.3000$0.3000$0.7800$0.7800$2.7
Unit Test Generation$0.002150$0.002300$0.002800$0.003450$0.006600$0.006850$0.0108$0.009200$0.009000$0.009000$0.0248$0.0253$0.0253$0.0538$0.0538$0.0753$0.0660$0.0460$0.0560$0.0460$0.0560$0.0825$0.0575$0.1120$0.1650$0.0900$0.1800$0.1800$0.2800$0.6450$0.3450$0.4600$0.9030$0.3900$0.3900$0.9900$0.9900$3.45
SQL Generation$0.000475$0.000550$0.000650$0.000825$0.001500$0.001550$0.002375$0.002200$0.002250$0.002250$0.005625$0.006050$0.006050$0.0119$0.0119$0.0166$0.0150$0.0110$0.0130$0.0110$0.0130$0.0187$0.0138$0.0260$0.0375$0.0225$0.0450$0.0450$0.0650$0.1425$0.0825$0.1100$0.1995$0.1050$0.1050$0.2250$0.2250$0.8250
API Generation$0.002550$0.002700$0.003300$0.004050$0.007800$0.008100$0.0128$0.0108$0.0105$0.0105$0.0292$0.0297$0.0297$0.0638$0.0638$0.0893$0.0780$0.0540$0.0660$0.0540$0.0660$0.0975$0.0675$0.1320$0.1950$0.1050$0.2100$0.2100$0.3300$0.7650$0.4050$0.5400$1.07$0.4500$0.4500$1.17$1.17$4.05
Code Refactoring$0.001800$0.002000$0.002400$0.003000$0.005600$0.005800$0.009000$0.008000$0.008000$0.008000$0.0210$0.0220$0.0220$0.0450$0.0450$0.0630$0.0560$0.0400$0.0480$0.0400$0.0480$0.0700$0.0500$0.0960$0.1400$0.0800$0.1600$0.1600$0.2400$0.5400$0.3000$0.4000$0.7560$0.3600$0.3600$0.8400$0.8400$3
Code Review$0.001050$0.001300$0.001500$0.001950$0.003400$0.003500$0.005250$0.005200$0.005500$0.005500$0.0128$0.0143$0.0143$0.0263$0.0263$0.0368$0.0340$0.0260$0.0300$0.0260$0.0300$0.0425$0.0325$0.0600$0.0850$0.0550$0.1100$0.1100$0.1500$0.3150$0.1950$0.2600$0.4410$0.2700$0.2700$0.5100$0.5100$1.95
PR Review$0.001600$0.002000$0.002300$0.003000$0.005200$0.005350$0.008000$0.008000$0.008500$0.008500$0.0195$0.0220$0.0220$0.0400$0.0400$0.0560$0.0520$0.0400$0.0460$0.0400$0.0460$0.0650$0.0500$0.0920$0.1300$0.0850$0.1700$0.1700$0.2300$0.4800$0.3000$0.4000$0.6720$0.4200$0.4200$0.7800$0.7800$3
Security Review$0.001300$0.001600$0.001850$0.002400$0.004200$0.004325$0.006500$0.006400$0.006750$0.006750$0.0158$0.0176$0.0176$0.0325$0.0325$0.0455$0.0420$0.0320$0.0370$0.0320$0.0370$0.0525$0.0400$0.0740$0.1050$0.0675$0.1350$0.1350$0.1850$0.3900$0.2400$0.3200$0.5460$0.3300$0.3300$0.6300$0.6300$2.4
Bug Detection$0.001050$0.001300$0.001500$0.001950$0.003400$0.003500$0.005250$0.005200$0.005500$0.005500$0.0128$0.0143$0.0143$0.0263$0.0263$0.0368$0.0340$0.0260$0.0300$0.0260$0.0300$0.0425$0.0325$0.0600$0.0850$0.0550$0.1100$0.1100$0.1500$0.3150$0.1950$0.2600$0.4410$0.2700$0.2700$0.5100$0.5100$1.95
Document Summarization$0.000900$0.001400$0.001500$0.002100$0.003200$0.003250$0.004500$0.005600$0.006500$0.006500$0.0120$0.0154$0.0154$0.0225$0.0225$0.0315$0.0320$0.0280$0.0300$0.0280$0.0300$0.0400$0.0350$0.0600$0.0800$0.0650$0.1300$0.1300$0.1500$0.2700$0.2100$0.2800$0.3780$0.3600$0.3600$0.4800$0.4800$2.1
PDF Summarization$0.001350$0.002100$0.002250$0.003150$0.004800$0.004875$0.006750$0.008400$0.009750$0.009750$0.0180$0.0231$0.0231$0.0338$0.0338$0.0473$0.0480$0.0420$0.0450$0.0420$0.0450$0.0600$0.0525$0.0900$0.1200$0.0975$0.1950$0.1950$0.2250$0.4050$0.3150$0.4200$0.5670$0.5400$0.5400$0.7200$0.7200$3.15
Meeting Notes$0.001200$0.001600$0.001800$0.002400$0.004000$0.004100$0.006000$0.006400$0.007000$0.007000$0.0150$0.0176$0.0176$0.0300$0.0300$0.0420$0.0400$0.0320$0.0360$0.0320$0.0360$0.0500$0.0400$0.0720$0.1000$0.0700$0.1400$0.1400$0.1800$0.3600$0.2400$0.3200$0.5040$0.3600$0.3600$0.6000$0.6000$2.4

Recent GPT price changes

GPT 6.1 Sol input launched

$2.00/MTok at launch

Sep 30, 2026

GPT 5.6 Sol input decreased

$5.00 to $4.00/MTok

Aug 24, 2026

GPT 5.6 Sol output decreased

$30.00 to $20.00/MTok

Aug 24, 2026

GPT 5.6 Terra input decreased

$2.50 to $2.00/MTok

Aug 13, 2026

GPT 5.6 Terra output decreased

$15.00 to $12.00/MTok

Aug 13, 2026

GPT 5.6 Luna input decreased

$1.00 to $0.20/MTok

Aug 13, 2026

View full GPT pricing history

Track your GPT spend

See exactly how much you spend on GPT models and where you can save. Two-line wrapper install, no API keys shared.

GPT API pricing FAQ

How much does the GPT API cost?

GPT API pricing starts at $0.05/MTok for input and $0.40/MTok for output. Prices vary by model tier: flagship models cost more but deliver higher quality, while fast/budget models are significantly cheaper for high-volume workloads.

Does GPT offer batch discounts?

Yes. GPT supports batch processing, which sends requests asynchronously at a reduced rate. The batch discount is 50% off standard pricing across all GPT models.

What is the GPT cache read discount?

GPT cache read discounts vary by model, ranging from 0% to 95% off the standard input rate.

How many GPT models are available?

There are currently 38 GPT models available through the API, spanning 3 tiers: Fast / Budget, Mid-tier, Flagship.

Is there a free tier for the GPT API?

GPT API pricing is pay-per-use based on token consumption. There is no permanent free tier, but new accounts typically receive introductory credits. Tokeven helps you track exactly what you spend so nothing is wasted.

Does GPT charge more for long context?

Yes. Some GPT models apply a long-context surcharge when the total prompt exceeds a token threshold. Both input and output rates increase for the entire request. Check the long-context pricing table above for exact thresholds and multipliers per model.