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Model-specific token counter

Claude Opus 4.8 Token Counter

Paste a prompt, count tokens, and see exactly what Claude Opus 4.8 would charge for the request before you ship it.

Provider

Anthropic

Input pricing

$5.00/M

Output pricing

$25.00/M

Market

LLM

404 comparable models

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Cost Settings

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500
016,000
1
110,000
This Model at Your Token Count
Claude Opus 4.8
Anthropic
Profile
Input
$5.00/M
Output
$25.00/M
Cost / Call
$0.0125
Total Cost
$0.0125

$0.0125 more than the cheapest visible model for this exact prompt and call volume.

Cost Estimates404 models
#ProviderModelInput $/MOutput $/MEst. Cost/CallTotal Cost↑
1Mistral AIMistral Nemo$0.03$0.03$0.000015$0.000015
2inclusionaiLing 3.0 Flash VL$0.02$0.06$0.000031$0.000031
3inclusionaiLing 3.0 Flash$0.02$0.06$0.000031$0.000031
4Mistral AIMinistral 3 8B 2512 (batch)$0.07$0.07$0.000037$0.000037
5Mistral AIMistral Small 3$0.05$0.08$0.000040$0.000040
6MetaLlama 3.1 8B Instruct$0.05$0.08$0.000040$0.000040
7OpenAIgpt-oss-20b$0.02$0.09$0.000045$0.000045
8GoogleGemma 3 4B$0.05$0.10$0.000050$0.000050
9rekaaiReka Edge$0.10$0.10$0.000050$0.000050
10Mistral AIMinistral 3 3B 2512$0.10$0.10$0.000050$0.000050
11IBMGranite 4.0 Micro$0.02$0.11$0.000056$0.000056
12OpenAIgpt-oss-20b (batch)$0.02$0.11$0.000056$0.000056
13poolsideLaguna XS 2.1$0.06$0.12$0.000060$0.000060
14inclusionaiLing 3.0 Flash Sante$0.04$0.12$0.000062$0.000062
15inclusionaiLing 3.0 Flash Fin$0.04$0.12$0.000062$0.000062
16AlibabaQwen3.7 Flash$0.03$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
24AlibabaQwen3.5-9B$0.10$0.15$0.000075$0.000075
25Mistral AIMinistral 3 8B 2512$0.15$0.15$0.000075$0.000075
26OpenAIgpt-oss-120b$0.04$0.17$0.000085$0.000085
27TencentHy-MT2-1.8B$0.04$0.18$0.000089$0.000089
28poolsideLaguna S 2.1$0.09$0.18$0.000090$0.000090
29MetaLlama Guard 4 12B$0.18$0.18$0.000090$0.000090
30OpenAIGPT-5 Nano (batch)$0.02$0.20$0.000100$0.000100
31UpstageSolar Mini 4$0.05$0.20$0.000100$0.000100
32GoogleGemini 2.5 Flash Lite (batch)$0.05$0.20$0.000100$0.000100
33OpenAIGPT-4.1 Nano (batch)$0.05$0.20$0.000100$0.000100
34Zhipu AIGLM 5.3 Flash (batch)$0.06$0.20$0.000100$0.000100
35NVIDIANemotron 3.5 Lightning$0.07$0.20$0.000100$0.000100
36metaMuse Spark 1.3 Contributor$0.10$0.20$0.000100$0.000100
37metaMuse Spark 1.2 Contributor$0.10$0.20$0.000100$0.000100
38ByteDanceUI-TARS 7B $0.10$0.20$0.000100$0.000100
39rekaaiReka Flash 3$0.10$0.20$0.000100$0.000100
40AlibabaQwen2.5 7B Instruct$0.10$0.20$0.000100$0.000100
41NVIDIANemotron 3.5 Content Safety$0.20$0.20$0.000100$0.000100
42Mistral AIMinistral 3 14B 2512$0.20$0.20$0.000100$0.000100
43MetaLlama 3.2 1B Instruct$0.03$0.20$0.0001$0.0001
44GoogleGemma 4 26B A4B $0.07$0.22$0.0001$0.0001
45inference-netSchematron V2 Small$0.05$0.23$0.0001$0.0001
46NVIDIANemotron 3 Nano 30B A3B$0.06$0.24$0.0001$0.0001
47AmazonNova Lite 1.0$0.06$0.24$0.0001$0.0001
48AlibabaQwen3 14B$0.12$0.24$0.0001$0.0001
49AnthropicClaude Haiku 5.5 (batch)$0.05$0.25$0.0001$0.0001
50OpenAIGPT-6 Luna Pro (batch)$0.05$0.25$0.0001$0.0001
51OpenAIGPT-6 Luna (batch)$0.05$0.25$0.0001$0.0001
52IBMGranite 4.2 8B$0.06$0.25$0.0001$0.0001
53Mistral AIMistral Small 3.2 24B$0.09$0.25$0.0001$0.0001
54AlibabaQwen3.5-Flash$0.07$0.26$0.0001$0.0001
55AlibabaQwen3 Coder 30B A3B Instruct$0.07$0.28$0.0001$0.0001
56AlibabaQwen3 32B$0.08$0.28$0.0001$0.0001
57XiaomiMiMo-V2.6-Flash$0.14$0.28$0.0001$0.0001
58XiaomiMiMo-V2.5$0.14$0.28$0.0001$0.0001
59TencentHy-MT2-30B-A3B$0.07$0.29$0.0001$0.0001
60TencentHy-MT2-7B$0.07$0.29$0.0001$0.0001
61Mistral AIMistral Small 4 (batch)$0.07$0.30$0.0001$0.0001
62ByteDanceSeed 1.6 Flash$0.07$0.30$0.0001$0.0001
63OpenAIgpt-oss-safeguard-20b$0.07$0.30$0.0001$0.0001
64OpenAIGPT-4o-mini (batch)$0.07$0.30$0.0001$0.0001
65StepFunStep 3.5 Flash$0.10$0.30$0.0001$0.0001
66Mistral AIVoxtral Small 24B 2507$0.10$0.30$0.0001$0.0001
67AlibabaQwen3 30B A3B Instruct 2507$0.10$0.30$0.0001$0.0001
68MetaLlama 4 Scout$0.10$0.30$0.0001$0.0001
69MetaLlama 3.2 3B Instruct$0.05$0.33$0.0002$0.0002
70DeepSeekDeepSeek V4.1 Flash (batch)$0.11$0.34$0.0002$0.0002
71GoogleGemma 4 31B$0.09$0.34$0.0002$0.0002
72UpstageSolar Pro 4$0.09$0.36$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
75ByteDanceSeed-2.0-Mini$0.10$0.40$0.0002$0.0002
76GoogleGemini 2.5 Flash Lite$0.10$0.40$0.0002$0.0002
77OpenAIGPT-4.1 Nano$0.10$0.40$0.0002$0.0002
78AlibabaQwen2.5 72B Instruct$0.36$0.40$0.0002$0.0002
79MetaLlama 3.1 70B Instruct$0.40$0.40$0.0002$0.0002
80DeepSeekDeepSeek V3.2 Exp$0.27$0.41$0.0002$0.0002
81DeepSeekDeepSeek V4 Pro 0423$0.21$0.42$0.0002$0.0002
82NVIDIANemotron 3 Super$0.08$0.45$0.0002$0.0002
83GoogleGemma 3 27B$0.08$0.45$0.0002$0.0002
84Mistral AICodestral 2508 (batch)$0.15$0.45$0.0002$0.0002
85AlibabaQwen3.8 Omni Flash$0.15$0.47$0.0002$0.0002
86AlibabaQwen3.8 Flash$0.15$0.47$0.0002$0.0002
87~z-aiGLM Flash Latest$0.04$0.50$0.0003$0.0003
88prism-mlTernary Bonsai 2 27B$0.07$0.50$0.0003$0.0003
89AnthropicClaude Haiku 5.5$0.10$0.50$0.0003$0.0003
90OpenAIGPT-6 Luna Pro$0.10$0.50$0.0003$0.0003
91OpenAIGPT-6 Luna$0.10$0.50$0.0003$0.0003
92~openaiGPT Luna Latest$0.10$0.50$0.0003$0.0003
93~anthropicClaude Haiku Latest$0.10$0.50$0.0003$0.0003
94AlibabaQwen3 30B A3B$0.12$0.50$0.0003$0.0003
95Zhipu AIGLM 5.3 Flash$0.15$0.50$0.0003$0.0003
96MetaLlama 3.3 70B Instruct$0.22$0.50$0.0003$0.0003
97TencentHy3$0.13$0.53$0.0003$0.0003
98AlibabaQwen3 235B A22B Instruct 2507$0.09$0.55$0.0003$0.0003
99Mistral AIMistral Small 3.1 24B$0.35$0.55$0.0003$0.0003
100TencentHunyuan A13B Instruct$0.14$0.57$0.0003$0.0003
101~deepseekDeepSeek Flash Latest$0.0001$0.60$0.0003$0.0003
102OpenAIGPT-5.6 Luna Pro (batch)$0.10$0.60$0.0003$0.0003
103OpenAIGPT-5.6 Luna (batch)$0.10$0.60$0.0003$0.0003
104Mistral AIMistral Small 4$0.15$0.60$0.0003$0.0003
105UpstageSolar Pro 3$0.15$0.60$0.0003$0.0003
106AlibabaQwen3 VL 30B A3B Instruct$0.15$0.60$0.0003$0.0003
107CohereCommand R (08-2024)$0.15$0.60$0.0003$0.0003
108OpenAIGPT-4o-mini$0.15$0.60$0.0003$0.0003
109OpenAIGPT-4o-mini (2024-07-18)$0.15$0.60$0.0003$0.0003
110TencentHy3 preview$0.18$0.60$0.0003$0.0003
111Mistral AISaba$0.20$0.60$0.0003$0.0003
112MicrosoftWizardLM-2 8x22B$0.62$0.62$0.0003$0.0003
113OpenAIGPT-5.4 Nano (batch)$0.10$0.63$0.0003$0.0003
114~deepseekDeepSeek V4 Flash Latest$0.02$0.64$0.0003$0.0003
115DeepSeekDeepSeek V4 Flash 0731$0.02$0.64$0.0003$0.0003
116DeepSeekDeepSeek V4 Flash Vision Exp$0.22$0.65$0.0003$0.0003
117GoogleGemma 2 27B$0.65$0.65$0.0003$0.0003
118MetaLlama 4 Maverick$0.19$0.65$0.0003$0.0003
119~deepseekDeepSeek Pro Latest$0.22$0.66$0.0003$0.0003
120AlibabaQwen3.5-35B-A3B$0.08$0.75$0.0004$0.0004
121GoogleGemini 3.1 Flash Lite (batch)$0.13$0.75$0.0004$0.0004
122InceptionMercury 2$0.25$0.75$0.0004$0.0004
123Mistral AIMistral Large 3 2512 (batch)$0.25$0.75$0.0004$0.0004
124AlibabaQwen3 VL 8B Instruct$0.25$0.75$0.0004$0.0004
125OpenAIGPT-3.5 Turbo (batch)$0.25$0.75$0.0004$0.0004
126AlibabaQwen-Plus$0.26$0.78$0.0004$0.0004
127AlibabaQwen3 Coder Next$0.12$0.80$0.0004$0.0004
128OpenAIGPT-4.1 Mini (batch)$0.20$0.80$0.0004$0.0004
129arcee-aiTrinity Large Thinking$0.25$0.80$0.0004$0.0004
130DeepSeekDeepSeek V3.2$0.26$0.80$0.0004$0.0004
131MiniMaxMiniMax M2.7$0.21$0.84$0.0004$0.0004
132Zhipu AIGLM 4.5 Air$0.13$0.85$0.0004$0.0004
133XiaomiMiMo-V2.6-Pro$0.43$0.87$0.0004$0.0004
134XiaomiMiMo-V2.5-Pro$0.43$0.87$0.0004$0.0004
135DeepSeekDeepSeek V3$0.32$0.89$0.0004$0.0004
136Zhipu AIGLM 4.6V$0.30$0.90$0.0004$0.0004
137Mistral AICodestral 2508$0.30$0.90$0.0004$0.0004
138AlibabaQwen3.6 35B A3B$0.10$0.95$0.0005$0.0005
139DeepSeekDeepSeek V3.1$0.25$0.95$0.0005$0.0005
140AlibabaQwen3 Coder Flash$0.20$0.97$0.0005$0.0005
141OpenAIGPT-5 Mini (batch)$0.13$1.00$0.0005$0.0005
142Mistral AIMistral Medium 3.1 (batch)$0.20$1.00$0.0005$0.0005
143DeepSeekDeepSeek V3.1 Terminus$0.27$1.00$0.0005$0.0005
144AlibabaQwen3 VL 30B A3B Thinking$0.29$1.00$0.0005$0.0005
145AlibabaQwen3 Coder 480B A35B$0.30$1.00$0.0005$0.0005
146AlibabaQwen2.5 Coder 32B Instruct$0.66$1.00$0.0005$0.0005
147AlibabaQwen2.5 VL 72B Instruct$0.80$1.00$0.0005$0.0005
148PerplexitySonar$1.00$1.00$0.0005$0.0005
149MiniMaxMiniMax M2.5$0.27$1.08$0.0005$0.0005
150AlibabaQwen3 Next 80B A3B Instruct$0.10$1.10$0.0006$0.0006
151MiniMaxMiniMax-01$0.20$1.10$0.0006$0.0006
152AlibabaQwen3.6 Flash$0.19$1.13$0.0006$0.0006
153DeepSeekDeepSeek V3 0324$0.29$1.14$0.0006$0.0006
154StepFunStep 3.7 Flash$0.20$1.15$0.0006$0.0006
155AlibabaQwen3 Next 80B A3B Thinking$0.15$1.20$0.0006$0.0006
156OpenAIGPT-5.6 Luna Pro$0.20$1.20$0.0006$0.0006
157OpenAIGPT-5.6 Luna$0.20$1.20$0.0006$0.0006
158DeepSeekDeepSeek V4.1 Flash$0.30$1.20$0.0006$0.0006
159metaMuse Glimmer 30B$0.30$1.20$0.0006$0.0006
160MeituanLongCat 2.0$0.30$1.20$0.0006$0.0006
161MiniMaxMiniMax M3$0.30$1.20$0.0006$0.0006
162MiniMaxMiniMax M2-her$0.30$1.20$0.0006$0.0006
163MiniMaxMiniMax M2.1$0.30$1.20$0.0006$0.0006
164MiniMaxMiniMax M2$0.30$1.20$0.0006$0.0006
165thinkingmachinesInkling Small$0.45$1.20$0.0006$0.0006
166GoogleGemini 3.5 Flash Lite (batch)$0.15$1.25$0.0006$0.0006
167GoogleGemini 2.5 Flash (batch)$0.15$1.25$0.0006$0.0006
168OpenAIGPT-5.4 Nano$0.20$1.25$0.0006$0.0006
169Zhipu AIGLM 5.3 FlashX$0.37$1.25$0.0006$0.0006
170DeepSeekDeepSeek V4 Flash 0423$0.03$1.28$0.0006$0.0006
171AlibabaQwen3.7 Plus$0.32$1.28$0.0006$0.0006
172aion-labsAion 3.5 Mini$0.70$1.40$0.0007$0.0007
173aion-labsAion-3.0-Mini$0.70$1.40$0.0007$0.0007
174perceptronPerceptron Mk1.5$0.15$1.50$0.0008$0.0008
175perceptronPerceptron Mk1$0.15$1.50$0.0008$0.0008
176GoogleGemini 3.1 Flash Lite$0.25$1.50$0.0008$0.0008
177GoogleGemini 3.1 Flash Lite Preview$0.25$1.50$0.0008$0.0008
178GoogleGemini 3 Flash Preview (batch)$0.25$1.50$0.0008$0.0008
179CohereCommand A+$0.30$1.50$0.0008$0.0008
180Mistral AIMistral Large 3 2512$0.50$1.50$0.0008$0.0008
181OpenAIGPT-3.5 Turbo$0.50$1.50$0.0008$0.0008
182AlibabaQwen3.5 Plus 2026-02-15$0.26$1.56$0.0008$0.0008
183OpenAIGPT-4.1 Mini$0.40$1.60$0.0008$0.0008
184aion-labsAion-2.0$0.80$1.60$0.0008$0.0008
185AlibabaQwen3.5 Plus 2026-04-20$0.30$1.80$0.0009$0.0009
186Zhipu AIGLM 4.5V$0.60$1.80$0.0009$0.0009
187HUMAINALLaM 1 13B Instruct$1.80$1.80$0.0009$0.0009
188GoogleGemini 3.8 Flash (batch)$0.38$1.88$0.0009$0.0009
189GoogleGemini 3.7 Flash (batch)$0.38$1.88$0.0009$0.0009
190GoogleGemini 3.6 Flash (batch)$0.38$1.88$0.0009$0.0009
191AlibabaQwen3 VL 235B A22B Instruct$0.21$1.90$0.0009$0.0009
192Zhipu AIGLM 5$0.60$1.92$0.0010$0.0010
193AlibabaQwen3.6 Plus$0.33$1.95$0.0010$0.0010
194DeepSeekDeepSeek V4 Pro 0813$0.66$1.98$0.0010$0.0010
195ByteDanceSeed-2.0-Lite$0.25$2.00$0.0010$0.0010
196ByteDanceSeed 1.6$0.25$2.00$0.0010$0.0010
197OpenAIGPT-5.1-Codex-Mini$0.25$2.00$0.0010$0.0010
198OpenAIGPT-5 Mini$0.25$2.00$0.0010$0.0010
199Mistral AIDevstral 2 2512$0.40$2.00$0.0010$0.0010
200Mistral AIMistral Medium 3.1$0.40$2.00$0.0010$0.0010
201Mistral AIMistral Medium 3$0.40$2.00$0.0010$0.0010
202Zhipu AIGLM 5.3 (batch)$0.45$2.00$0.0010$0.0010
203Zhipu AIGLM 4.6$0.50$2.00$0.0010$0.0010
204xAIGrok Build 0.1$1.00$2.00$0.0010$0.0010
205xAIGrok 4.3 (batch)$1.00$2.00$0.0010$0.0010
206OpenAIGPT-3.5 Turbo (older v0613)$1.00$2.00$0.0010$0.0010
207OpenAIGPT-3.5 Turbo Instruct$1.50$2.00$0.0010$0.0010
208AlibabaQwen3.5-122B-A10B$0.26$2.08$0.0010$0.0010
209Mistral AIMistral Large 4$0.68$2.09$0.0010$0.0010
210DeepSeekR1 0528$0.50$2.15$0.0011$0.0011
211NVIDIANemotron 3 Ultra$0.50$2.20$0.0011$0.0011
212MiniMaxMiniMax M1$0.55$2.20$0.0011$0.0011
213OpenAIo4 Mini (batch)$0.55$2.20$0.0011$0.0011
214OpenAIo3 Mini (batch)$0.55$2.20$0.0011$0.0011
215Zhipu AIGLM 4.7$0.60$2.20$0.0011$0.0011
216Zhipu AIGLM 4.5$0.60$2.20$0.0011$0.0011
217OpenAIGPT-5.4 Mini (batch)$0.38$2.25$0.0011$0.0011
218AlibabaQwen3.8 27B$0.04$2.30$0.0011$0.0011
219Moonshot AIKimi K2 0711$0.57$2.30$0.0011$0.0011
220OpenAIGPT Audio Mini$0.60$2.40$0.0012$0.0012
221GoogleGemini 3.5 Flash Lite$0.30$2.50$0.0013$0.0013
222AmazonNova 2 Lite$0.30$2.50$0.0013$0.0013
223GoogleGemini 2.5 Flash$0.30$2.50$0.0013$0.0013
224ByteDanceSeed 2.1 Turbo$0.50$2.50$0.0013$0.0013
225Moonshot AIKimi K2.5$0.50$2.50$0.0013$0.0013
226AnthropicClaude Haiku 4.5 (batch)$0.50$2.50$0.0013$0.0013
227CursorComposer 2$0.50$2.50$0.0013$0.0013
228Moonshot AIKimi K2 Thinking$0.60$2.50$0.0013$0.0013
229Moonshot AIKimi K2 0905$0.60$2.50$0.0013$0.0013
230DeepSeekR1$0.70$2.50$0.0013$0.0013
231xAIGrok 4.3$1.25$2.50$0.0013$0.0013
232xAIGrok 4.20 Multi-Agent$1.25$2.50$0.0013$0.0013
233xAIGrok 4.20$1.25$2.50$0.0013$0.0013
234TencentHy4 preview$0.83$2.50$0.0013$0.0013
235AlibabaQwen3.5-27B$0.26$2.60$0.0013$0.0013
236StepFunStep 5 Preview$1.00$2.70$0.0014$0.0014
237ByteDanceSeed-2.0-Code$0.50$3.00$0.0015$0.0015
238GoogleGemini 3 Flash Preview$0.50$3.00$0.0015$0.0015
239Zhipu AIGLM 5.1$0.97$3.04$0.0015$0.0015
240AlibabaQwen3.6 27B$0.32$3.20$0.0016$0.0016
241unbiasedPareto 26.10 Preview$0.80$3.20$0.0016$0.0016
242AmazonNova Pro 1.0$0.80$3.20$0.0016$0.0016
243Moonshot AIKimi K2.7 Code$0.67$3.35$0.0017$0.0017
244Moonshot AIKimi K2.6$0.65$3.41$0.0017$0.0017
245AlibabaQwen3 235B A22B Thinking 2507$0.45$3.50$0.0018$0.0018
246AlibabaQwen3.5 397B A17B$0.55$3.50$0.0018$0.0018
247GoogleGemini 3.8 Flash$0.75$3.75$0.0019$0.0019
248GoogleGemini 3.7 Flash$0.75$3.75$0.0019$0.0019
249GoogleGemini 3.6 Flash$0.75$3.75$0.0019$0.0019
250Mistral AIMistral Medium 3.5 (batch)$0.75$3.75$0.0019$0.0019
251~googleGemini Flash Latest$0.75$3.75$0.0019$0.0019
252sakanaSakana Namazu$0.95$4.00$0.0020$0.0020
253OpenAIo3 (batch)$1.00$4.00$0.0020$0.0020
254OpenAIGPT-4.1 (batch)$1.00$4.00$0.0020$0.0020
255Zhipu AIGLM 5V Turbo$1.20$4.00$0.0020$0.0020
256Zhipu AIGLM 5 Turbo$1.20$4.00$0.0020$0.0020
257OpenAIGPT-3.5 Turbo 16k$3.00$4.00$0.0020$0.0020
258thinkingmachinesInkling$1.00$4.05$0.0020$0.0020
259metaMuse Spark 1.3$1.25$4.25$0.0021$0.0021
260metaMuse Spark 1.2$1.25$4.25$0.0021$0.0021
261metaMuse Spark 1.1$1.25$4.25$0.0021$0.0021
262OpenAIo4 Mini High$1.10$4.40$0.0022$0.0022
263OpenAIo4 Mini$1.10$4.40$0.0022$0.0022
264OpenAIo3 Mini High$1.10$4.40$0.0022$0.0022
265OpenAIo3 Mini$1.10$4.40$0.0022$0.0022
266AlibabaQwen3.7 Max$1.48$4.42$0.0022$0.0022
267GoogleGemini 3.5 Flash (batch)$0.75$4.50$0.0023$0.0023
268~openaiGPT Mini Latest$0.75$4.50$0.0023$0.0023
269OpenAIGPT-5.4 Mini$0.75$4.50$0.0023$0.0023
270~z-aiGLM Latest$0.07$4.80$0.0024$0.0024
271Zhipu AIGLM 5.3$0.07$4.80$0.0024$0.0024
272OpenAIGPT-5.1 (batch)$0.63$5.00$0.0025$0.0025
273OpenAIGPT-5 (batch)$0.63$5.00$0.0025$0.0025
274GoogleGemini 2.5 Pro (batch)$0.63$5.00$0.0025$0.0025
275OpenAIGPT-6.1 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
276OpenAIGPT-6.1 Sol (batch)$1.00$5.00$0.0025$0.0025
277AnthropicClaude Sonnet 5.5 (batch)$1.00$5.00$0.0025$0.0025
278OpenAIGPT-6 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
279OpenAIGPT-6 Sol (batch)$1.00$5.00$0.0025$0.0025
280OpenAIGPT-5.6 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
281OpenAIGPT-5.6 Sol (batch)$1.00$5.00$0.0025$0.0025
282AnthropicClaude Sonnet 5 (batch)$1.00$5.00$0.0025$0.0025
283AnthropicClaude Haiku 4.5$1.00$5.00$0.0025$0.0025
284OpenAIGPT-4o (batch)$1.25$5.00$0.0025$0.0025
285WriterPalmyra X5$0.60$6.00$0.0030$0.0030
286OpenAIGPT-5.6 Terra Pro (batch)$1.00$6.00$0.0030$0.0030
287OpenAIGPT-5.6 Terra (batch)$1.00$6.00$0.0030$0.0030
288GoogleGemini 3.1 Pro Preview (batch)$1.00$6.00$0.0030$0.0030
289xAIGrok 4.7$2.00$6.00$0.0030$0.0030
290sakanaFugu Max$2.00$6.00$0.0030$0.0030
291AlibabaQwen3.8 Max (0902)$2.00$6.00$0.0030$0.0030
292AlibabaQwen3.8 2.4T A95B$2.00$6.00$0.0030$0.0030
293xAIGrok 4.6$2.00$6.00$0.0030$0.0030
294xAIGrok 4.5$2.00$6.00$0.0030$0.0030
295~x-aiGrok Latest$2.00$6.00$0.0030$0.0030
296Mistral AIMistral Large 2407$2.00$6.00$0.0030$0.0030
297Mistral AIMixtral 8x22B Instruct$2.00$6.00$0.0030$0.0030
298Mistral AIMistral Large$2.00$6.00$0.0030$0.0030
299aion-labsAion 3.5$3.00$6.00$0.0030$0.0030
300aion-labsAion-3.0$3.00$6.00$0.0030$0.0030
301Zhipu AIGLM 5.2$0.06$7.00$0.0035$0.0035
302OpenAIGPT-5.2 (batch)$0.88$7.00$0.0035$0.0035
303OpenAIGPT-5.4 (batch)$1.25$7.50$0.0037$0.0037
304Mistral AIMistral Medium 3.5$1.50$7.50$0.0037$0.0037
305AnthropicClaude Sonnet 4.6 (batch)$1.50$7.50$0.0037$0.0037
306AnthropicClaude Sonnet 4.5 (batch)$1.50$7.50$0.0037$0.0037
307CursorComposer 2 Fast$1.50$7.50$0.0037$0.0037
308unbiasedPareto$2.50$7.50$0.0037$0.0037
309OpenAIo3$2.00$8.00$0.0040$0.0040
310OpenAIGPT-4.1$2.00$8.00$0.0040$0.0040
311PerplexitySonar Reasoning Pro$2.00$8.00$0.0040$0.0040
312PerplexitySonar Deep Research$2.00$8.00$0.0040$0.0040
313XiaomiMiMo-V2.6-Pro-UltraSpeed$4.35$8.70$0.0043$0.0043
314Zhipu AIGLM 5.3 Prime$2.80$8.80$0.0044$0.0044
315GoogleGemini 3.5 Flash$1.50$9.00$0.0045$0.0045
316Moonshot AIKimi K3$0.80$10.00$0.0050$0.0050
317OpenAIGPT-5.1-Codex-Max$1.25$10.00$0.0050$0.0050
318OpenAIGPT-5.1$1.25$10.00$0.0050$0.0050
319OpenAIGPT-5.1-Codex$1.25$10.00$0.0050$0.0050
320OpenAIGPT-5$1.25$10.00$0.0050$0.0050
321GoogleGemini 2.5 Pro$1.25$10.00$0.0050$0.0050
322GoogleGemini 2.5 Pro Preview 06-05$1.25$10.00$0.0050$0.0050
323OpenAIGPT-6.1 Sol Pro$2.00$10.00$0.0050$0.0050
324OpenAIGPT-6.1 Sol$2.00$10.00$0.0050$0.0050
325AnthropicClaude Sonnet 5.5$2.00$10.00$0.0050$0.0050
326OpenAIGPT-6 Sol Pro$2.00$10.00$0.0050$0.0050
327OpenAIGPT-6 Sol$2.00$10.00$0.0050$0.0050
328AnthropicClaude Opus 5.5 (batch)$2.00$10.00$0.0050$0.0050
329~openaiGPT Sol Latest$2.00$10.00$0.0050$0.0050
330OpenAIGPT-5.6 Sol Pro$2.00$10.00$0.0050$0.0050
331OpenAIGPT-5.6 Sol$2.00$10.00$0.0050$0.0050
332AnthropicClaude Sonnet 5$2.00$10.00$0.0050$0.0050
333~anthropicClaude Sonnet Latest$2.00$10.00$0.0050$0.0050
334OpenAIGPT Audio$2.50$10.00$0.0050$0.0050
335CohereCommand A$2.50$10.00$0.0050$0.0050
336OpenAIGPT-4o (2024-11-20)$2.50$10.00$0.0050$0.0050
337CohereCommand R+ (08-2024)$2.50$10.00$0.0050$0.0050
338OpenAIGPT-4o (2024-08-06)$2.50$10.00$0.0050$0.0050
339OpenAIGPT-4o$2.50$10.00$0.0050$0.0050
340Moonshot AIKimi K3 (batch)$2.28$11.40$0.0057$0.0057
341~openaiGPT Terra Latest$2.00$12.00$0.0060$0.0060
342OpenAIGPT-5.6 Terra Pro$2.00$12.00$0.0060$0.0060
343OpenAIGPT-5.6 Terra$2.00$12.00$0.0060$0.0060
344~googleGemini Pro Latest$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
358~moonshotaiKimi Latest$0.60$14.89$0.0074$0.0074
359OpenAIGPT-5.5 (batch)$2.50$15.00$0.0075$0.0075
360OpenAIGPT-5.4$2.50$15.00$0.0075$0.0075
361fireworksEmber-1$3.00$15.00$0.0075$0.0075
362AnthropicClaude Sonnet 4.6$3.00$15.00$0.0075$0.0075
363PerplexitySonar Pro Search$3.00$15.00$0.0075$0.0075
364AnthropicClaude Sonnet 4.5$3.00$15.00$0.0075$0.0075
365AnthropicClaude Sonnet 4$3.00$15.00$0.0075$0.0075
366PerplexitySonar Pro$3.00$15.00$0.0075$0.0075
367OpenAIGPT-4o (2024-05-13)$5.00$15.00$0.0075$0.0075
368OpenAIGPT-4 Turbo (batch)$5.00$15.00$0.0075$0.0075
369AnthropicClaude Opus 5.5$4.00$20.00$0.0100$0.0100
370~anthropicClaude Opus Latest$4.00$20.00$0.0100$0.0100
371OpenAIGPT-6 Astra (batch)$5.00$25.00$0.0125$0.0125
372OpenAIGPT-6 Astra Pro (batch)$5.00$25.00$0.0125$0.0125
373AnthropicClaude Fable 5.1 (batch)$5.00$25.00$0.0125$0.0125
374AnthropicClaude Opus 5$5.00$25.00$0.0125$0.0125
375AnthropicClaude Fable 5 (batch)$5.00$25.00$0.0125$0.0125
376AnthropicClaude Opus 4.8Focus$5.00$25.00$0.0125$0.0125
377AnthropicClaude Opus 4.7$5.00$25.00$0.0125$0.0125
378AnthropicClaude Opus 4.6$5.00$25.00$0.0125$0.0125
379AnthropicClaude Opus 4.5$5.00$25.00$0.0125$0.0125
380sakanaFugu Ultra v2$5.00$30.00$0.0150$0.0150
381sakanaFugu Ultra$5.00$30.00$0.0150$0.0150
382OpenAIGPT Chat Latest$5.00$30.00$0.0150$0.0150
383OpenAIGPT-5.5$5.00$30.00$0.0150$0.0150
384OpenAIGPT-4 Turbo$10.00$30.00$0.0150$0.0150
385AnthropicClaude Opus 4.1 (batch)$7.50$37.50$0.0187$0.0187
386~openaiGPT Astra Latest$10.00$50.00$0.0250$0.0250
387OpenAIGPT-6 Astra$10.00$50.00$0.0250$0.0250
388OpenAIGPT-6 Astra Pro$10.00$50.00$0.0250$0.0250
389AnthropicClaude Fable 5.1$10.00$50.00$0.0250$0.0250
390~anthropicClaude Fable Latest$10.00$50.00$0.0250$0.0250
391AnthropicClaude Fable 5$10.00$50.00$0.0250$0.0250
392OpenAIGPT-5 Pro (batch)$7.50$60.00$0.0300$0.0300
393OpenAIo1$15.00$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)$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
404OpenAIo1-pro$150.00$600.00$0.3000$0.3000

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 Claude Opus 4.8's live input and output rates to estimate cost per call and total spend.

Cost only matters in context. Keeping Claude Opus 4.8 pinned while you test prompts makes it easier to see when a cheaper peer is close enough, or when Claude Opus 4.8 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.

Claude Opus 4.8 Token Counter | LM Market Cap