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Model-specific token counter

GPT-5.4 Pro (batch) Token Counter

Paste a prompt, count tokens, and see exactly what GPT-5.4 Pro (batch) would charge for the request before you ship it.

Provider

OpenAI

Input pricing

$15.00/M

Output pricing

$90.00/M

Market

LLM

403 comparable models

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Cost Settings

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500
016,000
1
110,000
This Model at Your Token Count
GPT-5.4 Pro (batch)
OpenAI
Profile
Input
$15.00/M
Output
$90.00/M
Cost / Call
$0.0450
Total Cost
$0.0450

$0.0450 more than the cheapest visible model for this exact prompt and call volume.

Cost Estimates403 models
#ProviderModelInput $/MOutput $/MEst. Cost/CallTotal Cost↑
1scaledownSummarize$0.04$0.00$0.00$0.00
2scaledownExtract$0.04$0.00$0.00$0.00
3Mistral AIMistral Nemo$0.03$0.03$0.000015$0.000015
4inclusionaiLing 3.0 Tiny$0.01$0.04$0.000022$0.000022
5inclusionaiLing 3.0 Flash$0.02$0.06$0.000031$0.000031
6Mistral AIMistral Small 3$0.05$0.08$0.000040$0.000040
7MetaLlama 3.1 8B Instruct$0.05$0.08$0.000040$0.000040
8OpenAIgpt-oss-120b$0.02$0.09$0.000046$0.000046
9~z-aiGLM Flash Latest$0.03$0.09$0.000046$0.000046
10GoogleGemma 3 4B$0.05$0.10$0.000050$0.000050
11rekaaiReka Edge$0.10$0.10$0.000050$0.000050
12Mistral AIMinistral 3 3B 2512$0.10$0.10$0.000050$0.000050
13OpenAIgpt-oss-20b (batch)$0.02$0.11$0.000056$0.000056
14AlibabaQwen3.7 Flash$0.03$0.13$0.000065$0.000065
15OpenAIgpt-oss-20b$0.03$0.13$0.000065$0.000065
16prism-mlTernary Bonsai 2 9B$0.08$0.13$0.000065$0.000065
17OpenAIgpt-oss-120b (batch)$0.03$0.14$0.000068$0.000068
18AmazonNova Micro 1.0$0.04$0.14$0.000070$0.000070
19MicrosoftPhi 4$0.07$0.14$0.000070$0.000070
20inference-netSchematron V2 Turbo$0.03$0.15$0.000075$0.000075
21CohereCommand R7B (12-2024)$0.04$0.15$0.000075$0.000075
22InceptionMercury 2.5$0.04$0.15$0.000075$0.000075
23GoogleGemma 3 12B$0.05$0.15$0.000075$0.000075
24Mistral AIMinistral 3 8B 2512$0.15$0.15$0.000075$0.000075
25TencentHy-MT2-1.8B$0.04$0.18$0.000089$0.000089
26Zhipu AIGLM 5.3 Flash (batch)$0.05$0.18$0.000090$0.000090
27inclusionaiLing 3.0 Flash VL$0.06$0.18$0.000090$0.000090
28MetaLlama Guard 4 12B$0.18$0.18$0.000090$0.000090
29DeepSeekDeepSeek V4 Flash 0423$0.09$0.18$0.000091$0.000091
30OpenAIGPT-5 Nano (batch)$0.02$0.20$0.000100$0.000100
31UpstageSolar Mini 4$0.05$0.20$0.000100$0.000100
32OpenAIGPT-4.1 Nano (batch)$0.05$0.20$0.000100$0.000100
33NVIDIANemotron 3.5 Lightning$0.07$0.20$0.000100$0.000100
34Mistral AIMistral Small 3.2 24B$0.07$0.20$0.000100$0.000100
35metaMuse Spark 1.3 Contributor$0.10$0.20$0.000100$0.000100
36metaMuse Spark 1.2 Contributor$0.10$0.20$0.000100$0.000100
37ByteDanceUI-TARS 7B $0.10$0.20$0.000100$0.000100
38rekaaiReka Flash 3$0.10$0.20$0.000100$0.000100
39AlibabaQwen2.5 7B Instruct$0.10$0.20$0.000100$0.000100
40NVIDIANemotron 3.5 Content Safety$0.20$0.20$0.000100$0.000100
41Mistral AIMinistral 3 14B 2512$0.20$0.20$0.000100$0.000100
42MetaLlama 3.2 1B Instruct$0.03$0.20$0.0001$0.0001
43inclusionaiLing 3.1 Flash$0.07$0.22$0.0001$0.0001
44inference-netSchematron V2 Small$0.05$0.23$0.0001$0.0001
45NVIDIANemotron 3 Nano 30B A3B$0.06$0.24$0.0001$0.0001
46AmazonNova Lite 1.0$0.06$0.24$0.0001$0.0001
47AlibabaQwen3 14B$0.12$0.24$0.0001$0.0001
48AnthropicClaude Haiku 5.5 (batch)$0.05$0.25$0.0001$0.0001
49OpenAIGPT-6 Luna Pro (batch)$0.05$0.25$0.0001$0.0001
50OpenAIGPT-6 Luna (batch)$0.05$0.25$0.0001$0.0001
51IBMGranite 4.2 8B$0.06$0.25$0.0001$0.0001
52AlibabaQwen3.5-9B$0.17$0.25$0.0001$0.0001
53AlibabaQwen3.5-Flash$0.07$0.26$0.0001$0.0001
54AlibabaQwen3 32B$0.08$0.28$0.0001$0.0001
55XiaomiMiMo-V2.6-Flash$0.14$0.28$0.0001$0.0001
56TencentHy-MT2-30B-A3B$0.07$0.29$0.0001$0.0001
57TencentHy-MT2-7B$0.07$0.29$0.0001$0.0001
58~deepseekDeepSeek V4 Flash Latest$0.06$0.30$0.0001$0.0001
59DeepSeekDeepSeek V4 Flash 0731$0.06$0.30$0.0001$0.0001
60ByteDanceSeed 1.6 Flash$0.07$0.30$0.0001$0.0001
61OpenAIgpt-oss-safeguard-20b$0.07$0.30$0.0001$0.0001
62OpenAIGPT-4o-mini (batch)$0.07$0.30$0.0001$0.0001
63GoogleGemma 4 26B A4B $0.09$0.30$0.0001$0.0001
64StepFunStep 3.5 Flash$0.10$0.30$0.0001$0.0001
65Mistral AIVoxtral Small 24B 2507$0.10$0.30$0.0001$0.0001
66AlibabaQwen3 30B A3B Instruct 2507$0.10$0.30$0.0001$0.0001
67MetaLlama 4 Scout$0.10$0.30$0.0001$0.0001
68MetaLlama 3.2 3B Instruct$0.05$0.34$0.0002$0.0002
69DeepSeekDeepSeek V4.1 Flash (batch)$0.11$0.34$0.0002$0.0002
70GoogleGemma 3 27B$0.08$0.35$0.0002$0.0002
71InceptionMercury 3$0.10$0.35$0.0002$0.0002
72DeepSeekDeepSeek V3.2$0.26$0.38$0.0002$0.0002
73OpenAIGPT-5 Nano$0.05$0.40$0.0002$0.0002
74Zhipu AIGLM 4.7 Flash$0.06$0.40$0.0002$0.0002
75NVIDIANemotron 3 Super$0.07$0.40$0.0002$0.0002
76ByteDanceSeed-2.0-Mini$0.10$0.40$0.0002$0.0002
77GoogleGemini 2.5 Flash Lite$0.10$0.40$0.0002$0.0002
78OpenAIGPT-4.1 Nano$0.10$0.40$0.0002$0.0002
79GoogleGemma 4 31B$0.20$0.40$0.0002$0.0002
80AlibabaQwen2.5 72B Instruct$0.36$0.40$0.0002$0.0002
81DeepSeekDeepSeek V3.2 Exp$0.27$0.41$0.0002$0.0002
82AlibabaQwen3.8 Omni Flash$0.15$0.47$0.0002$0.0002
83AlibabaQwen3.8 Flash$0.15$0.47$0.0002$0.0002
84~deepseekDeepSeek Flash Latest$0.0060$0.50$0.0003$0.0003
85particle-aiParticle-1$0.05$0.50$0.0003$0.0003
86prism-mlTernary Bonsai 2 27B$0.07$0.50$0.0003$0.0003
87AnthropicClaude Haiku 5.5$0.10$0.50$0.0003$0.0003
88OpenAIGPT-6 Luna Pro$0.10$0.50$0.0003$0.0003
89OpenAIGPT-6 Luna$0.10$0.50$0.0003$0.0003
90~openaiGPT Luna Latest$0.10$0.50$0.0003$0.0003
91~anthropicClaude Haiku Latest$0.10$0.50$0.0003$0.0003
92AlibabaQwen3 30B A3B$0.12$0.50$0.0003$0.0003
93NVIDIANemotron 3.5 Super VL$0.15$0.50$0.0003$0.0003
94Zhipu AIGLM 5.3 Flash$0.15$0.50$0.0003$0.0003
95Liquid AILFM2.5-2.6B$0.35$0.50$0.0003$0.0003
96TencentHy3$0.13$0.53$0.0003$0.0003
97Mistral AIMistral Small 3.1 24B$0.35$0.55$0.0003$0.0003
98DeepSeekDeepSeek V4.1 Flash$0.05$0.57$0.0003$0.0003
99TencentHunyuan A13B Instruct$0.14$0.57$0.0003$0.0003
100OpenAIGPT-5.6 Luna Pro (batch)$0.10$0.60$0.0003$0.0003
101OpenAIGPT-5.6 Luna (batch)$0.10$0.60$0.0003$0.0003
102MiniMaxMiniMax M3.1 Flash$0.15$0.60$0.0003$0.0003
103DeepSeekDeepSeek V4.1 Flash 1017$0.15$0.60$0.0003$0.0003
104UpstageSolar Pro 4$0.15$0.60$0.0003$0.0003
105Mistral AIMistral Small 4$0.15$0.60$0.0003$0.0003
106AlibabaQwen3 VL 30B A3B Instruct$0.15$0.60$0.0003$0.0003
107AlibabaQwen3 Coder 30B A3B Instruct$0.15$0.60$0.0003$0.0003
108CohereCommand R (08-2024)$0.15$0.60$0.0003$0.0003
109OpenAIGPT-4o-mini$0.15$0.60$0.0003$0.0003
110OpenAIGPT-4o-mini (2024-07-18)$0.15$0.60$0.0003$0.0003
111TencentHy3 preview$0.18$0.60$0.0003$0.0003
112ricursiveairicursiveAI/Ripple-65B-Preview$0.20$0.60$0.0003$0.0003
113Mistral AISaba$0.20$0.60$0.0003$0.0003
114OpenAIGPT-5.4 Nano (batch)$0.10$0.63$0.0003$0.0003
115GoogleGemma 2 27B$0.65$0.65$0.0003$0.0003
116Liquid AILFM2.5-24B-A2B$0.05$0.70$0.0003$0.0003
117MetaLlama 3.1 70B Instruct$0.72$0.72$0.0004$0.0004
118GoogleGemini 3.1 Flash Lite (batch)$0.13$0.75$0.0004$0.0004
119InceptionMercury 2$0.25$0.75$0.0004$0.0004
120AlibabaQwen3 VL 8B Instruct$0.25$0.75$0.0004$0.0004
121AlibabaQwen-Plus$0.26$0.78$0.0004$0.0004
122MetaLlama 3.3 70B Instruct$0.59$0.79$0.0004$0.0004
123AlibabaQwen3 Coder Next$0.12$0.80$0.0004$0.0004
124AlibabaQwen3 235B A22B Instruct 2507$0.14$0.80$0.0004$0.0004
125OpenAIGPT-4.1 Mini (batch)$0.20$0.80$0.0004$0.0004
126MiniMaxMiniMax M2.7$0.21$0.84$0.0004$0.0004
127Zhipu AIGLM 4.5 Air$0.13$0.85$0.0004$0.0004
128XiaomiMiMo-V2.6-Pro$0.43$0.87$0.0004$0.0004
129DeepSeekDeepSeek V3$0.32$0.89$0.0004$0.0004
130AlibabaQwen3.6 35B A3B$0.10$0.90$0.0004$0.0004
131Zhipu AIGLM 4.6V$0.30$0.90$0.0004$0.0004
132Mistral AICodestral 2508$0.30$0.90$0.0004$0.0004
133AlibabaQwen3.7 Plus (batch)$0.23$0.92$0.0005$0.0005
134DeepSeekDeepSeek V3.1$0.25$0.95$0.0005$0.0005
135MiniMaxMiniMax M2.5$0.27$0.95$0.0005$0.0005
136AlibabaQwen3 Coder Flash$0.20$0.97$0.0005$0.0005
137OpenAIGPT-5 Mini (batch)$0.13$1.00$0.0005$0.0005
138AlibabaQwen3.5-35B-A3B$0.14$1.00$0.0005$0.0005
139DeepSeekDeepSeek V3.1 Terminus$0.27$1.00$0.0005$0.0005
140AlibabaQwen3 VL 30B A3B Thinking$0.29$1.00$0.0005$0.0005
141reflectionBeam 1.0 501B A23B$0.30$1.00$0.0005$0.0005
142AlibabaQwen3 Coder 480B A35B$0.30$1.00$0.0005$0.0005
143MetaLlama 4 Maverick$0.35$1.00$0.0005$0.0005
144AlibabaQwen2.5 Coder 32B Instruct$0.66$1.00$0.0005$0.0005
145AlibabaQwen2.5 VL 72B Instruct$0.80$1.00$0.0005$0.0005
146PerplexitySonar$1.00$1.00$0.0005$0.0005
147AlibabaQwen3 Next 80B A3B Instruct$0.09$1.10$0.0006$0.0006
148AlibabaQwen3.6 Flash$0.19$1.13$0.0006$0.0006
149DeepSeekDeepSeek V3 0324$0.29$1.14$0.0006$0.0006
150StepFunStep 3.7 Flash$0.20$1.15$0.0006$0.0006
151OpenAIGPT-5.6 Luna Pro$0.20$1.20$0.0006$0.0006
152OpenAIGPT-5.6 Luna$0.20$1.20$0.0006$0.0006
153metaMuse Glimmer 30B$0.30$1.20$0.0006$0.0006
154MeituanLongCat 2.0$0.30$1.20$0.0006$0.0006
155MiniMaxMiniMax M3$0.30$1.20$0.0006$0.0006
156thinkingmachinesInkling Small$0.45$1.20$0.0006$0.0006
157GoogleGemini 3.5 Flash Lite (batch)$0.15$1.25$0.0006$0.0006
158OpenAIGPT-5.4 Nano$0.20$1.25$0.0006$0.0006
159Zhipu AIGLM 5.3 FlashX Legal$0.37$1.25$0.0006$0.0006
160Zhipu AIGLM 5.3 FlashX$0.37$1.25$0.0006$0.0006
161TencentHy4$0.42$1.25$0.0006$0.0006
162AlibabaQwen3.7 Plus$0.32$1.28$0.0006$0.0006
163DeepSeekDeepSeek V4 Flash Vision Exp$0.44$1.32$0.0007$0.0007
164~z-aiGLM Latest$0.07$1.40$0.0007$0.0007
165Zhipu AIGLM 5.3$0.07$1.40$0.0007$0.0007
166aion-labsAion 3.5 Mini$0.70$1.40$0.0007$0.0007
167aion-labsAion-3.0-Mini$0.70$1.40$0.0007$0.0007
168perceptronPerceptron Mk1.5$0.15$1.50$0.0008$0.0008
169perceptronPerceptron Mk1$0.15$1.50$0.0008$0.0008
170GoogleGemini 3.1 Flash Lite$0.25$1.50$0.0008$0.0008
171GoogleGemini 3.1 Flash Lite Preview$0.25$1.50$0.0008$0.0008
172GoogleGemini 3 Flash Preview (batch)$0.25$1.50$0.0008$0.0008
173CohereCommand A+$0.30$1.50$0.0008$0.0008
174Mistral AIMistral Large 3 2512$0.50$1.50$0.0008$0.0008
175AlibabaQwen3.5 Plus 2026-02-15$0.26$1.56$0.0008$0.0008
176OpenAIGPT-4.1 Mini$0.40$1.60$0.0008$0.0008
177aion-labsAion-2.0$0.80$1.60$0.0008$0.0008
178DeepSeekDeepSeek V4 Pro 0423$0.89$1.78$0.0009$0.0009
179AlibabaQwen3.5 Plus 2026-04-20$0.30$1.80$0.0009$0.0009
180XiaomiMiMo-V2.5-Pro$0.48$1.80$0.0009$0.0009
181Zhipu AIGLM 4.5V$0.60$1.80$0.0009$0.0009
182HUMAINALLaM 1 13B Instruct$1.80$1.80$0.0009$0.0009
183AlibabaQwen3.8 27B$0.15$1.88$0.0009$0.0009
184GoogleGemini 3.8 Flash (batch)$0.38$1.88$0.0009$0.0009
185GoogleGemini 3.7 Flash (batch)$0.38$1.88$0.0009$0.0009
186GoogleGemini 3.6 Flash (batch)$0.38$1.88$0.0009$0.0009
187AlibabaQwen3 VL 235B A22B Instruct$0.21$1.90$0.0009$0.0009
188AlibabaQwen3.6 Plus$0.33$1.95$0.0010$0.0010
189ByteDanceSeed-2.0-Lite$0.25$2.00$0.0010$0.0010
190ByteDanceSeed 1.6$0.25$2.00$0.0010$0.0010
191OpenAIGPT-5.1-Codex-Mini$0.25$2.00$0.0010$0.0010
192OpenAIGPT-5 Mini$0.25$2.00$0.0010$0.0010
193XiaomiMiMo-V2.5$0.40$2.00$0.0010$0.0010
194Mistral AIDevstral 2 2512$0.40$2.00$0.0010$0.0010
195Mistral AIMistral Medium 3.1$0.40$2.00$0.0010$0.0010
196Mistral AIMistral Medium 3$0.40$2.00$0.0010$0.0010
197Zhipu AIGLM 5.3 (batch)$0.45$2.00$0.0010$0.0010
198Zhipu AIGLM 4.6$0.50$2.00$0.0010$0.0010
199xAIGrok Build 0.1$1.00$2.00$0.0010$0.0010
200xAIGrok 4.3 (batch)$1.00$2.00$0.0010$0.0010
201OpenAIGPT-3.5 Turbo (older v0613)$1.00$2.00$0.0010$0.0010
202AlibabaQwen3.5-122B-A10B$0.26$2.08$0.0010$0.0010
203Mistral AIMistral Large 4$0.70$2.10$0.0010$0.0010
204DeepSeekR1 0528$0.50$2.15$0.0011$0.0011
205MiniMaxMiniMax M1$0.55$2.20$0.0011$0.0011
206OpenAIo4 Mini (batch)$0.55$2.20$0.0011$0.0011
207OpenAIo3 Mini (batch)$0.55$2.20$0.0011$0.0011
208Zhipu AIGLM 4.7$0.60$2.20$0.0011$0.0011
209Zhipu AIGLM 4.5$0.60$2.20$0.0011$0.0011
210OpenAIGPT-5.4 Mini (batch)$0.38$2.25$0.0011$0.0011
211Moonshot AIKimi K2 0711$0.57$2.30$0.0011$0.0011
212NVIDIANemotron 3 Ultra$0.60$2.40$0.0012$0.0012
213OpenAIGPT Audio Mini$0.60$2.40$0.0012$0.0012
214moondreamMoondream 3 Preview$0.30$2.50$0.0013$0.0013
215moondreamMoondream 3.1$0.30$2.50$0.0013$0.0013
216GoogleGemini 3.5 Flash Lite$0.30$2.50$0.0013$0.0013
217AmazonNova 2 Lite$0.30$2.50$0.0013$0.0013
218GoogleGemini 2.5 Flash$0.30$2.50$0.0013$0.0013
219OpenAIGPT-6.1 Terra Pro (batch)$0.50$2.50$0.0013$0.0013
220OpenAIGPT-6.1 Terra (batch)$0.50$2.50$0.0013$0.0013
221ByteDanceSeed 2.1 Turbo$0.50$2.50$0.0013$0.0013
222Moonshot AIKimi K2.5$0.50$2.50$0.0013$0.0013
223AnthropicClaude Haiku 4.5 (batch)$0.50$2.50$0.0013$0.0013
224CursorComposer 2$0.50$2.50$0.0013$0.0013
225Moonshot AIKimi K2 Thinking$0.60$2.50$0.0013$0.0013
226Moonshot AIKimi K2 0905$0.60$2.50$0.0013$0.0013
227xAIGrok 4.3$1.25$2.50$0.0013$0.0013
228xAIGrok 4.20 Multi-Agent$1.25$2.50$0.0013$0.0013
229xAIGrok 4.20$1.25$2.50$0.0013$0.0013
230TencentHy4 preview$0.83$2.50$0.0013$0.0013
231AlibabaQwen3.5-27B$0.26$2.60$0.0013$0.0013
232AlibabaQwen3.6 27B$0.45$2.70$0.0014$0.0014
233StepFunStep 5 Preview$1.00$2.70$0.0014$0.0014
234ByteDanceSeed-2.0-Code$0.50$3.00$0.0015$0.0015
235GoogleGemini 3 Flash Preview$0.50$3.00$0.0015$0.0015
236elorianGlimpse$0.60$3.00$0.0015$0.0015
237unbiasedPareto 26.10$0.80$3.20$0.0016$0.0016
238~unbiasedPareto Latest$0.80$3.20$0.0016$0.0016
239AmazonNova Pro 1.0$0.80$3.20$0.0016$0.0016
240Zhipu AIGLM 5$1.00$3.20$0.0016$0.0016
241Moonshot AIKimi K2.6$0.65$3.41$0.0017$0.0017
242AlibabaQwen3 235B A22B Thinking 2507$0.45$3.50$0.0018$0.0018
243Moonshot AIKimi K2.7 Code$0.60$3.50$0.0018$0.0018
244AlibabaQwen3.5 397B A17B$0.50$3.60$0.0018$0.0018
245GoogleGemini 3.7 Flash$0.75$3.75$0.0019$0.0019
246GoogleGemini 3.6 Flash$0.75$3.75$0.0019$0.0019
247Mistral AIMistral Medium 3.5 (batch)$0.75$3.75$0.0019$0.0019
248~googleGemini Flash Latest$0.75$3.75$0.0019$0.0019
249sakanaSakana Namazu$0.95$4.00$0.0020$0.0020
250OpenAIo3 (batch)$1.00$4.00$0.0020$0.0020
251OpenAIGPT-4.1 (batch)$1.00$4.00$0.0020$0.0020
252Zhipu AIGLM 5V Turbo$1.20$4.00$0.0020$0.0020
253Zhipu AIGLM 5 Turbo$1.20$4.00$0.0020$0.0020
254OpenAIGPT-3.5 Turbo 16k$3.00$4.00$0.0020$0.0020
255thinkingmachinesInkling$1.00$4.05$0.0020$0.0020
256GoogleGemini 3.8 Flash$0.83$4.13$0.0021$0.0021
257metaMuse Spark Open$1.25$4.25$0.0021$0.0021
258metaMuse Spark 1.3$1.25$4.25$0.0021$0.0021
259metaMuse Spark 1.2$1.25$4.25$0.0021$0.0021
260metaMuse Spark 1.1$1.25$4.25$0.0021$0.0021
261Zhipu AIGLM 5.1$1.40$4.40$0.0022$0.0022
262AlibabaQwen3.7 Max$1.48$4.42$0.0022$0.0022
263GoogleGemini 3.5 Flash (batch)$0.75$4.50$0.0023$0.0023
264~openaiGPT Mini Latest$0.75$4.50$0.0023$0.0023
265OpenAIGPT-5.4 Mini$0.75$4.50$0.0023$0.0023
266DeepSeekDeepSeek V4 Pro 0813$0.12$4.66$0.0023$0.0023
267xAIGrok 4.7 (batch)$1.60$4.80$0.0024$0.0024
268xAIGrok 4.6 (batch)$1.60$4.80$0.0024$0.0024
269OpenAIGPT-5.1 (batch)$0.63$5.00$0.0025$0.0025
270OpenAIGPT-5 (batch)$0.63$5.00$0.0025$0.0025
271OpenAIGPT-6.1 Terra Pro$1.00$5.00$0.0025$0.0025
272OpenAIGPT-6.1 Terra$1.00$5.00$0.0025$0.0025
273GoogleGemini 4 Argon (batch)$1.00$5.00$0.0025$0.0025
274OpenAIGPT-6.1 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
275OpenAIGPT-6.1 Sol (batch)$1.00$5.00$0.0025$0.0025
276AnthropicClaude Sonnet 5.5 (batch)$1.00$5.00$0.0025$0.0025
277OpenAIGPT-6 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
278OpenAIGPT-6 Sol (batch)$1.00$5.00$0.0025$0.0025
279~openaiGPT Terra Latest$1.00$5.00$0.0025$0.0025
280AnthropicClaude Sonnet 5 (batch)$1.00$5.00$0.0025$0.0025
281AnthropicClaude Haiku 4.5$1.00$5.00$0.0025$0.0025
282OpenAIGPT-4o (batch)$1.25$5.00$0.0025$0.0025
283WriterPalmyra X5$0.60$6.00$0.0030$0.0030
284OpenAIGPT-5.6 Terra Pro (batch)$1.00$6.00$0.0030$0.0030
285OpenAIGPT-5.6 Terra (batch)$1.00$6.00$0.0030$0.0030
286GoogleGemini 3.1 Pro Preview (batch)$1.00$6.00$0.0030$0.0030
287xAIGrok 4.7$2.00$6.00$0.0030$0.0030
288sakanaFugu Max$2.00$6.00$0.0030$0.0030
289AlibabaQwen3.8 Max (0902)$2.00$6.00$0.0030$0.0030
290AlibabaQwen3.8 2.4T A95B$2.00$6.00$0.0030$0.0030
291xAIGrok 4.6$2.00$6.00$0.0030$0.0030
292xAIGrok 4.5$2.00$6.00$0.0030$0.0030
293~x-aiGrok Latest$2.00$6.00$0.0030$0.0030
294Mistral AIMistral Large 2407$2.00$6.00$0.0030$0.0030
295Mistral AIMixtral 8x22B Instruct$2.00$6.00$0.0030$0.0030
296Mistral AIMistral Large$2.00$6.00$0.0030$0.0030
297aion-labsAion 3.5$3.00$6.00$0.0030$0.0030
298aion-labsAion-3.0$3.00$6.00$0.0030$0.0030
299Zhipu AIGLM 5.2$0.0060$6.80$0.0034$0.0034
300OpenAIGPT-5.2 (batch)$0.88$7.00$0.0035$0.0035
301OpenAIGPT-5.4 (batch)$1.25$7.50$0.0037$0.0037
302Mistral AIMistral Medium 3.5$1.50$7.50$0.0037$0.0037
303AnthropicClaude Sonnet 4.6 (batch)$1.50$7.50$0.0037$0.0037
304AnthropicClaude Sonnet 4.5 (batch)$1.50$7.50$0.0037$0.0037
305CursorComposer 2 Fast$1.50$7.50$0.0037$0.0037
306unbiasedPareto 26.9$2.50$7.50$0.0037$0.0037
307~deepseekDeepSeek Pro Latest$0.10$8.00$0.0040$0.0040
308OpenAIo3$2.00$8.00$0.0040$0.0040
309OpenAIGPT-4.1$2.00$8.00$0.0040$0.0040
310PerplexitySonar Reasoning Pro$2.00$8.00$0.0040$0.0040
311PerplexitySonar Deep Research$2.00$8.00$0.0040$0.0040
312XiaomiMiMo-V2.6-Pro-UltraSpeed$4.35$8.70$0.0043$0.0043
313Zhipu AIGLM 5.3 Prime$2.80$8.80$0.0044$0.0044
314GoogleGemini 3.5 Flash$1.50$9.00$0.0045$0.0045
315~moonshotaiKimi Latest$0.15$9.34$0.0047$0.0047
316OpenAIGPT-5.1-Codex-Max$1.25$10.00$0.0050$0.0050
317OpenAIGPT-5.1$1.25$10.00$0.0050$0.0050
318OpenAIGPT-5.1-Codex$1.25$10.00$0.0050$0.0050
319OpenAIGPT-5$1.25$10.00$0.0050$0.0050
320GoogleGemini 2.5 Pro$1.25$10.00$0.0050$0.0050
321GoogleGemini 2.5 Pro Preview 06-05$1.25$10.00$0.0050$0.0050
322Moonshot AIKimi K3.1 Pro$2.00$10.00$0.0050$0.0050
323GoogleGemini 4 Argon$2.00$10.00$0.0050$0.0050
324OpenAIGPT-6.1 Sol Pro$2.00$10.00$0.0050$0.0050
325OpenAIGPT-6.1 Sol$2.00$10.00$0.0050$0.0050
326AnthropicClaude Sonnet 5.5$2.00$10.00$0.0050$0.0050
327OpenAIGPT-6 Sol Pro$2.00$10.00$0.0050$0.0050
328OpenAIGPT-6 Sol$2.00$10.00$0.0050$0.0050
329AnthropicClaude Opus 5.5 (batch)$2.00$10.00$0.0050$0.0050
330~openaiGPT Sol Latest$2.00$10.00$0.0050$0.0050
331OpenAIGPT-5.6 Sol Pro (batch)$2.00$10.00$0.0050$0.0050
332OpenAIGPT-5.6 Sol (batch)$2.00$10.00$0.0050$0.0050
333AnthropicClaude Sonnet 5$2.00$10.00$0.0050$0.0050
334~googleGemini Pro Latest$2.00$10.00$0.0050$0.0050
335~anthropicClaude Sonnet Latest$2.00$10.00$0.0050$0.0050
336OpenAIGPT Audio$2.50$10.00$0.0050$0.0050
337CohereCommand A$2.50$10.00$0.0050$0.0050
338OpenAIGPT-4o (2024-11-20)$2.50$10.00$0.0050$0.0050
339CohereCommand R+ (08-2024)$2.50$10.00$0.0050$0.0050
340OpenAIGPT-4o (2024-08-06)$2.50$10.00$0.0050$0.0050
341OpenAIGPT-4o$2.50$10.00$0.0050$0.0050
342Moonshot AIKimi K3 (batch)$2.28$11.40$0.0057$0.0057
343OpenAIGPT-5.6 Terra Pro$2.00$12.00$0.0060$0.0060
344OpenAIGPT-5.6 Terra$2.00$12.00$0.0060$0.0060
345GoogleGemini 3.1 Pro Preview Custom Tools$2.00$12.00$0.0060$0.0060
346GoogleGemini 3.1 Pro Preview$2.00$12.00$0.0060$0.0060
347AlibabaQwen3.8 Max Prime$4.00$12.00$0.0060$0.0060
348AnthropicClaude Opus 5 (batch)$2.50$12.50$0.0063$0.0063
349AnthropicClaude Opus 4.8 (batch)$2.50$12.50$0.0063$0.0063
350AnthropicClaude Opus 4.7 (batch)$2.50$12.50$0.0063$0.0063
351AnthropicClaude Opus 4.6 (batch)$2.50$12.50$0.0063$0.0063
352AnthropicClaude Opus 4.5 (batch)$2.50$12.50$0.0063$0.0063
353AmazonNova Premier 1.0$2.50$12.50$0.0063$0.0063
354OpenAIGPT-5.3-Codex$1.75$14.00$0.0070$0.0070
355OpenAIGPT-5.2-Codex$1.75$14.00$0.0070$0.0070
356OpenAIGPT-5.2 Chat$1.75$14.00$0.0070$0.0070
357OpenAIGPT-5.2$1.75$14.00$0.0070$0.0070
358OpenAIGPT-5.5 (batch)$2.50$15.00$0.0075$0.0075
359OpenAIGPT-5.4$2.50$15.00$0.0075$0.0075
360fireworksEmber-1$3.00$15.00$0.0075$0.0075
361AnthropicClaude Sonnet 4.6$3.00$15.00$0.0075$0.0075
362PerplexitySonar Pro Search$3.00$15.00$0.0075$0.0075
363AnthropicClaude Sonnet 4.5$3.00$15.00$0.0075$0.0075
364PerplexitySonar Pro$3.00$15.00$0.0075$0.0075
365OpenAIGPT-4o (2024-05-13)$5.00$15.00$0.0075$0.0075
366OpenAIGPT-4 Turbo (batch)$5.00$15.00$0.0075$0.0075
367Moonshot AIKimi K3$0.19$16.00$0.0080$0.0080
368metaMuse Wonder$4.00$20.00$0.0100$0.0100
369AnthropicClaude Opus 5.5$4.00$20.00$0.0100$0.0100
370OpenAIGPT-5.6 Sol Pro$4.00$20.00$0.0100$0.0100
371OpenAIGPT-5.6 Sol$4.00$20.00$0.0100$0.0100
372~anthropicClaude Opus Latest$4.00$20.00$0.0100$0.0100
373OpenAIGPT-6 Astra (batch)$5.00$25.00$0.0125$0.0125
374OpenAIGPT-6 Astra Pro (batch)$5.00$25.00$0.0125$0.0125
375AnthropicClaude Fable 5.1 (batch)$5.00$25.00$0.0125$0.0125
376AnthropicClaude Opus 5$5.00$25.00$0.0125$0.0125
377AnthropicClaude Fable 5 (batch)$5.00$25.00$0.0125$0.0125
378AnthropicClaude Opus 4.8$5.00$25.00$0.0125$0.0125
379AnthropicClaude Opus 4.7$5.00$25.00$0.0125$0.0125
380AnthropicClaude Opus 4.6$5.00$25.00$0.0125$0.0125
381AnthropicClaude Opus 4.5$5.00$25.00$0.0125$0.0125
382sakanaFugu Ultra v2$5.00$30.00$0.0150$0.0150
383sakanaFugu Ultra$5.00$30.00$0.0150$0.0150
384OpenAIGPT Chat Latest$5.00$30.00$0.0150$0.0150
385OpenAIGPT-5.5$5.00$30.00$0.0150$0.0150
386AnthropicClaude Opus 4.1 (batch)$7.50$37.50$0.0187$0.0187
387~openaiGPT Astra Latest$10.00$50.00$0.0250$0.0250
388OpenAIGPT-6 Astra$10.00$50.00$0.0250$0.0250
389OpenAIGPT-6 Astra Pro$10.00$50.00$0.0250$0.0250
390AnthropicClaude Fable 5.1$10.00$50.00$0.0250$0.0250
391~anthropicClaude Fable Latest$10.00$50.00$0.0250$0.0250
392AnthropicClaude Fable 5$10.00$50.00$0.0250$0.0250
393OpenAIGPT-5 Pro (batch)$7.50$60.00$0.0300$0.0300
394OpenAIGPT-4$30.00$60.00$0.0300$0.0300
395AnthropicClaude Opus 4.1$15.00$75.00$0.0375$0.0375
396OpenAIo3 Pro$20.00$80.00$0.0400$0.0400
397OpenAIGPT-5.2 Pro (batch)$10.50$84.00$0.0420$0.0420
398OpenAIGPT-5.5 Pro (batch)$15.00$90.00$0.0450$0.0450
399OpenAIGPT-5.4 Pro (batch)Focus$15.00$90.00$0.0450$0.0450
400OpenAIGPT-5 Pro$15.00$120.00$0.0600$0.0600
401OpenAIGPT-5.2 Pro$21.00$168.00$0.0840$0.0840
402OpenAIGPT-5.5 Pro$30.00$180.00$0.0900$0.0900
403OpenAIGPT-5.4 Pro$30.00$180.00$0.0900$0.0900

How token counting works

This tool estimates token counts using a ~4 characters per token approximation, which is widely accurate for English text across most major tokenizers (GPT, Claude, Gemini). Actual token counts may vary by 10-20% depending on the model's specific tokenizer, language, and content type. All pricing data is sourced from real-time API pricing and updated hourly.

Frequently Asked Questions

This page uses the same approximate token counting logic as the main token counter, then applies GPT-5.4 Pro (batch)'s live input and output rates to estimate cost per call and total spend.

Cost only matters in context. Keeping GPT-5.4 Pro (batch) pinned while you test prompts makes it easier to see when a cheaper peer is close enough, or when GPT-5.4 Pro (batch) still justifies its rate.

Yes. Adjust the expected response length and API call volume below to move from a single prompt estimate to a larger usage scenario.

GPT-5.4 Pro (batch) Token Counter | LM Market Cap