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Model-specific token counter

Claude Opus 4.8 (batch) Token Counter

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

Provider

Anthropic

Input pricing

$2.50/M

Output pricing

$12.50/M

Market

LLM

407 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 (batch)
Anthropic
Profile
Input
$2.50/M
Output
$12.50/M
Cost / Call
$0.0063
Total Cost
$0.0063

$0.0063 more than the cheapest visible model for this exact prompt and call volume.

Cost Estimates407 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
4MetaLlama 3.1 8B Instruct$0.02$0.04$0.000020$0.000020
5inclusionaiLing 3.0 Flash$0.02$0.06$0.000031$0.000031
6Mistral AIMistral Small 3$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
11OpenAIgpt-oss-20b (batch)$0.02$0.11$0.000056$0.000056
12~z-aiGLM Flash Latest$0.02$0.11$0.000057$0.000057
13poolsideLaguna XS 2.1$0.06$0.12$0.000060$0.000060
14AlibabaQwen3.7 Flash$0.03$0.13$0.000065$0.000065
15prism-mlTernary Bonsai 2 9B$0.08$0.13$0.000065$0.000065
16~deepseekDeepSeek V4 Flash Latest$0.04$0.13$0.000067$0.000067
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
23DeepSeekDeepSeek V4.1 Flash (batch)$0.05$0.15$0.000075$0.000075
24GoogleGemma 3 12B$0.05$0.15$0.000075$0.000075
25Mistral AIMinistral 3 8B 2512$0.15$0.15$0.000075$0.000075
26TencentHy-MT2-1.8B$0.04$0.18$0.000089$0.000089
27Zhipu AIGLM 5.3 Flash (batch)$0.05$0.18$0.000090$0.000090
28inclusionaiLing 3.0 Flash VL$0.06$0.18$0.000090$0.000090
29poolsideLaguna S 2.1$0.09$0.18$0.000090$0.000090
30MetaLlama Guard 4 12B$0.18$0.18$0.000090$0.000090
31DeepSeekDeepSeek V4 Flash 0423$0.09$0.18$0.000091$0.000091
32OpenAIGPT-5 Nano (batch)$0.02$0.20$0.000100$0.000100
33UpstageSolar Mini 4$0.05$0.20$0.000100$0.000100
34OpenAIGPT-4.1 Nano (batch)$0.05$0.20$0.000100$0.000100
35NVIDIANemotron 3.5 Lightning$0.07$0.20$0.000100$0.000100
36Mistral AIMistral Small 3.2 24B$0.07$0.20$0.000100$0.000100
37metaMuse Spark 1.3 Contributor$0.10$0.20$0.000100$0.000100
38metaMuse Spark 1.2 Contributor$0.10$0.20$0.000100$0.000100
39ByteDanceUI-TARS 7B $0.10$0.20$0.000100$0.000100
40rekaaiReka Flash 3$0.10$0.20$0.000100$0.000100
41AlibabaQwen2.5 7B Instruct$0.10$0.20$0.000100$0.000100
42NVIDIANemotron 3.5 Content Safety$0.20$0.20$0.000100$0.000100
43Mistral AIMinistral 3 14B 2512$0.20$0.20$0.000100$0.000100
44MetaLlama 3.2 1B Instruct$0.03$0.20$0.0001$0.0001
45inclusionaiLing 3.1 Flash$0.07$0.22$0.0001$0.0001
46inference-netSchematron V2 Small$0.05$0.23$0.0001$0.0001
47DeepSeekDeepSeek V4 Flash 0731$0.12$0.24$0.0001$0.0001
48NVIDIANemotron 3 Nano 30B A3B$0.06$0.24$0.0001$0.0001
49AmazonNova Lite 1.0$0.06$0.24$0.0001$0.0001
50AlibabaQwen3 14B$0.12$0.24$0.0001$0.0001
51AnthropicClaude Haiku 5.5 (batch)$0.05$0.25$0.0001$0.0001
52OpenAIGPT-6 Luna Pro (batch)$0.05$0.25$0.0001$0.0001
53OpenAIGPT-6 Luna (batch)$0.05$0.25$0.0001$0.0001
54IBMGranite 4.2 8B$0.06$0.25$0.0001$0.0001
55AlibabaQwen3.5-9B$0.17$0.25$0.0001$0.0001
56AlibabaQwen3.5-Flash$0.07$0.26$0.0001$0.0001
57AlibabaQwen3 Coder 30B A3B Instruct$0.07$0.28$0.0001$0.0001
58AlibabaQwen3 32B$0.08$0.28$0.0001$0.0001
59XiaomiMiMo-V2.6-Flash$0.14$0.28$0.0001$0.0001
60TencentHy-MT2-30B-A3B$0.07$0.29$0.0001$0.0001
61TencentHy-MT2-7B$0.07$0.29$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
65GoogleGemma 4 26B A4B $0.09$0.30$0.0001$0.0001
66StepFunStep 3.5 Flash$0.10$0.30$0.0001$0.0001
67Mistral AIVoxtral Small 24B 2507$0.10$0.30$0.0001$0.0001
68AlibabaQwen3 30B A3B Instruct 2507$0.10$0.30$0.0001$0.0001
69MetaLlama 4 Scout$0.10$0.30$0.0001$0.0001
70MetaLlama 3.3 70B Instruct$0.10$0.32$0.0002$0.0002
71MetaLlama 3.2 3B Instruct$0.05$0.33$0.0002$0.0002
72GoogleGemma 3 27B$0.08$0.35$0.0002$0.0002
73InceptionMercury 3$0.10$0.35$0.0002$0.0002
74OpenAIGPT-5 Nano$0.05$0.40$0.0002$0.0002
75Zhipu AIGLM 4.7 Flash$0.06$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
81MetaLlama 3.1 70B Instruct$0.40$0.40$0.0002$0.0002
82DeepSeekDeepSeek V3.2 Exp$0.27$0.41$0.0002$0.0002
83DeepSeekDeepSeek V4.1 Flash$0.14$0.42$0.0002$0.0002
84DeepSeekDeepSeek V3.2$0.28$0.42$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
87prism-mlTernary Bonsai 2 27B$0.07$0.50$0.0003$0.0003
88AnthropicClaude Haiku 5.5$0.10$0.50$0.0003$0.0003
89OpenAIGPT-6 Luna Pro$0.10$0.50$0.0003$0.0003
90OpenAIGPT-6 Luna$0.10$0.50$0.0003$0.0003
91~openaiGPT Luna Latest$0.10$0.50$0.0003$0.0003
92~anthropicClaude Haiku Latest$0.10$0.50$0.0003$0.0003
93AlibabaQwen3 30B A3B$0.12$0.50$0.0003$0.0003
94NVIDIANemotron 3.5 Super VL$0.15$0.50$0.0003$0.0003
95Zhipu AIGLM 5.3 Flash$0.15$0.50$0.0003$0.0003
96Liquid AILFM2.5-2.6B$0.35$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
101OpenAIGPT-5.6 Luna Pro (batch)$0.10$0.60$0.0003$0.0003
102OpenAIGPT-5.6 Luna (batch)$0.10$0.60$0.0003$0.0003
103MiniMaxMiniMax M3.1 Flash$0.15$0.60$0.0003$0.0003
104DeepSeekDeepSeek V4.1 Flash 1017$0.15$0.60$0.0003$0.0003
105UpstageSolar Pro 4$0.15$0.60$0.0003$0.0003
106Mistral AIMistral Small 4$0.15$0.60$0.0003$0.0003
107UpstageSolar Pro 3$0.15$0.60$0.0003$0.0003
108AlibabaQwen3 VL 30B A3B Instruct$0.15$0.60$0.0003$0.0003
109OpenAIgpt-oss-120b$0.15$0.60$0.0003$0.0003
110CohereCommand R (08-2024)$0.15$0.60$0.0003$0.0003
111OpenAIGPT-4o-mini$0.15$0.60$0.0003$0.0003
112OpenAIGPT-4o-mini (2024-07-18)$0.15$0.60$0.0003$0.0003
113TencentHy3 preview$0.18$0.60$0.0003$0.0003
114Mistral AISaba$0.20$0.60$0.0003$0.0003
115OpenAIGPT-5.4 Nano (batch)$0.10$0.63$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
119Liquid AILFM2.5-24B-A2B$0.05$0.70$0.0003$0.0003
120GoogleGemini 3.1 Flash Lite (batch)$0.13$0.75$0.0004$0.0004
121InceptionMercury 2$0.25$0.75$0.0004$0.0004
122AlibabaQwen3 VL 8B Instruct$0.25$0.75$0.0004$0.0004
123AlibabaQwen-Plus$0.26$0.78$0.0004$0.0004
124AlibabaQwen3 Coder Next$0.12$0.80$0.0004$0.0004
125OpenAIGPT-4.1 Mini (batch)$0.20$0.80$0.0004$0.0004
126Zhipu AIGLM 4.5 Air$0.13$0.85$0.0004$0.0004
127XiaomiMiMo-V2.6-Pro$0.43$0.87$0.0004$0.0004
128AlibabaQwen3.6 35B A3B$0.10$0.90$0.0004$0.0004
129Zhipu AIGLM 4.6V$0.30$0.90$0.0004$0.0004
130Mistral AICodestral 2508$0.30$0.90$0.0004$0.0004
131AlibabaQwen3.7 Plus (batch)$0.23$0.92$0.0005$0.0005
132DeepSeekDeepSeek V3.1$0.25$0.95$0.0005$0.0005
133AlibabaQwen3 Coder Flash$0.20$0.97$0.0005$0.0005
134OpenAIGPT-5 Mini (batch)$0.13$1.00$0.0005$0.0005
135AlibabaQwen3.5-35B-A3B$0.14$1.00$0.0005$0.0005
136reflectionBeam 1.0 501B A23B$0.25$1.00$0.0005$0.0005
137DeepSeekDeepSeek V3.1 Terminus$0.27$1.00$0.0005$0.0005
138AlibabaQwen3 VL 30B A3B Thinking$0.29$1.00$0.0005$0.0005
139AlibabaQwen3 Coder 480B A35B$0.30$1.00$0.0005$0.0005
140AlibabaQwen2.5 Coder 32B Instruct$0.66$1.00$0.0005$0.0005
141AlibabaQwen2.5 VL 72B Instruct$0.80$1.00$0.0005$0.0005
142PerplexitySonar$1.00$1.00$0.0005$0.0005
143MiniMaxMiniMax M2$0.26$1.02$0.0005$0.0005
144DeepSeekDeepSeek V3$0.26$1.03$0.0005$0.0005
145AlibabaQwen3 Next 80B A3B Instruct$0.09$1.10$0.0006$0.0006
146MiniMaxMiniMax-01$0.20$1.10$0.0006$0.0006
147AlibabaQwen3.6 Flash$0.19$1.13$0.0006$0.0006
148DeepSeekDeepSeek V3 0324$0.29$1.14$0.0006$0.0006
149StepFunStep 3.7 Flash$0.20$1.15$0.0006$0.0006
150OpenAIGPT-5.6 Luna Pro$0.20$1.20$0.0006$0.0006
151OpenAIGPT-5.6 Luna$0.20$1.20$0.0006$0.0006
152metaMuse Glimmer 30B$0.30$1.20$0.0006$0.0006
153MeituanLongCat 2.0$0.30$1.20$0.0006$0.0006
154MiniMaxMiniMax M3$0.30$1.20$0.0006$0.0006
155MiniMaxMiniMax M2.7$0.30$1.20$0.0006$0.0006
156MiniMaxMiniMax M2.5$0.30$1.20$0.0006$0.0006
157MiniMaxMiniMax M2-her$0.30$1.20$0.0006$0.0006
158MiniMaxMiniMax M2.1$0.30$1.20$0.0006$0.0006
159thinkingmachinesInkling Small$0.45$1.20$0.0006$0.0006
160AlibabaQwen3.8 27B$0.04$1.25$0.0006$0.0006
161GoogleGemini 3.5 Flash Lite (batch)$0.15$1.25$0.0006$0.0006
162OpenAIGPT-5.4 Nano$0.20$1.25$0.0006$0.0006
163Zhipu AIGLM 5.3 FlashX$0.37$1.25$0.0006$0.0006
164AlibabaQwen3.7 Plus$0.32$1.28$0.0006$0.0006
165~z-aiGLM Latest$0.07$1.40$0.0007$0.0007
166Zhipu AIGLM 5.3$0.07$1.40$0.0007$0.0007
167aion-labsAion 3.5 Mini$0.70$1.40$0.0007$0.0007
168aion-labsAion-3.0-Mini$0.70$1.40$0.0007$0.0007
169perceptronPerceptron Mk1.5$0.15$1.50$0.0008$0.0008
170perceptronPerceptron Mk1$0.15$1.50$0.0008$0.0008
171GoogleGemini 3.1 Flash Lite$0.25$1.50$0.0008$0.0008
172GoogleGemini 3.1 Flash Lite Preview$0.25$1.50$0.0008$0.0008
173GoogleGemini 3 Flash Preview (batch)$0.25$1.50$0.0008$0.0008
174CohereCommand A+$0.30$1.50$0.0008$0.0008
175Mistral AIMistral Large 3 2512$0.50$1.50$0.0008$0.0008
176AlibabaQwen3.5 Plus 2026-02-15$0.26$1.56$0.0008$0.0008
177OpenAIGPT-4.1 Mini$0.40$1.60$0.0008$0.0008
178aion-labsAion-2.0$0.80$1.60$0.0008$0.0008
179DeepSeekDeepSeek V4 Pro 0423$0.89$1.78$0.0009$0.0009
180~deepseekDeepSeek Flash Latest$0.01$1.80$0.0009$0.0009
181AlibabaQwen3.5 Plus 2026-04-20$0.30$1.80$0.0009$0.0009
182XiaomiMiMo-V2.5-Pro$0.48$1.80$0.0009$0.0009
183Zhipu AIGLM 4.5V$0.60$1.80$0.0009$0.0009
184HUMAINALLaM 1 13B Instruct$1.80$1.80$0.0009$0.0009
185GoogleGemini 3.8 Flash (batch)$0.38$1.88$0.0009$0.0009
186GoogleGemini 3.7 Flash (batch)$0.38$1.88$0.0009$0.0009
187GoogleGemini 3.6 Flash (batch)$0.38$1.88$0.0009$0.0009
188AlibabaQwen3 VL 235B A22B Instruct$0.21$1.90$0.0009$0.0009
189AlibabaQwen3.6 Plus$0.33$1.95$0.0010$0.0010
190Zhipu AIGLM 4.7$0.54$1.98$0.0010$0.0010
191DeepSeekDeepSeek V4 Pro 0813$0.66$1.98$0.0010$0.0010
192ByteDanceSeed-2.0-Lite$0.25$2.00$0.0010$0.0010
193ByteDanceSeed 1.6$0.25$2.00$0.0010$0.0010
194OpenAIGPT-5.1-Codex-Mini$0.25$2.00$0.0010$0.0010
195OpenAIGPT-5 Mini$0.25$2.00$0.0010$0.0010
196XiaomiMiMo-V2.5$0.40$2.00$0.0010$0.0010
197Mistral AIDevstral 2 2512$0.40$2.00$0.0010$0.0010
198Mistral AIMistral Medium 3.1$0.40$2.00$0.0010$0.0010
199Mistral AIMistral Medium 3$0.40$2.00$0.0010$0.0010
200Zhipu AIGLM 5.3 (batch)$0.45$2.00$0.0010$0.0010
201xAIGrok Build 0.1$1.00$2.00$0.0010$0.0010
202xAIGrok 4.3 (batch)$1.00$2.00$0.0010$0.0010
203OpenAIGPT-3.5 Turbo (older v0613)$1.00$2.00$0.0010$0.0010
204AlibabaQwen3.5-122B-A10B$0.26$2.08$0.0010$0.0010
205DeepSeekR1 0528$0.50$2.15$0.0011$0.0011
206Zhipu AIGLM 4.6$0.55$2.20$0.0011$0.0011
207MiniMaxMiniMax M1$0.55$2.20$0.0011$0.0011
208OpenAIo4 Mini (batch)$0.55$2.20$0.0011$0.0011
209OpenAIo3 Mini (batch)$0.55$2.20$0.0011$0.0011
210Zhipu AIGLM 4.5$0.60$2.20$0.0011$0.0011
211OpenAIGPT-5.4 Mini (batch)$0.38$2.25$0.0011$0.0011
212Moonshot AIKimi K2 0711$0.57$2.30$0.0011$0.0011
213NVIDIANemotron 3 Super$0.30$2.40$0.0012$0.0012
214NVIDIANemotron 3 Ultra$0.60$2.40$0.0012$0.0012
215OpenAIGPT Audio Mini$0.60$2.40$0.0012$0.0012
216moondreamMoondream 3 Preview$0.30$2.50$0.0013$0.0013
217moondreamMoondream 3.1$0.30$2.50$0.0013$0.0013
218GoogleGemini 3.5 Flash Lite$0.30$2.50$0.0013$0.0013
219AmazonNova 2 Lite$0.30$2.50$0.0013$0.0013
220GoogleGemini 2.5 Flash$0.30$2.50$0.0013$0.0013
221OpenAIGPT-6.1 Terra Pro (batch)$0.50$2.50$0.0013$0.0013
222OpenAIGPT-6.1 Terra (batch)$0.50$2.50$0.0013$0.0013
223ByteDanceSeed 2.1 Turbo$0.50$2.50$0.0013$0.0013
224Moonshot AIKimi K2.5$0.50$2.50$0.0013$0.0013
225AnthropicClaude Haiku 4.5 (batch)$0.50$2.50$0.0013$0.0013
226CursorComposer 2$0.50$2.50$0.0013$0.0013
227Moonshot AIKimi K2 Thinking$0.60$2.50$0.0013$0.0013
228Moonshot AIKimi K2 0905$0.60$2.50$0.0013$0.0013
229xAIGrok 4.3$1.25$2.50$0.0013$0.0013
230xAIGrok 4.20 Multi-Agent$1.25$2.50$0.0013$0.0013
231xAIGrok 4.20$1.25$2.50$0.0013$0.0013
232TencentHy4 preview$0.83$2.50$0.0013$0.0013
233AlibabaQwen3.5-27B$0.26$2.60$0.0013$0.0013
234AlibabaQwen3.6 27B$0.45$2.70$0.0014$0.0014
235StepFunStep 5 Preview$1.00$2.70$0.0014$0.0014
236ByteDanceSeed-2.0-Code$0.50$3.00$0.0015$0.0015
237GoogleGemini 3 Flash Preview$0.50$3.00$0.0015$0.0015
238elorianGlimpse$0.60$3.00$0.0015$0.0015
239Moonshot AIKimi K2.7 Code$0.56$3.10$0.0016$0.0016
240unbiasedPareto 26.10$0.80$3.20$0.0016$0.0016
241~unbiasedPareto Latest$0.80$3.20$0.0016$0.0016
242AmazonNova Pro 1.0$0.80$3.20$0.0016$0.0016
243Zhipu AIGLM 5$1.00$3.20$0.0016$0.0016
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$0.50$3.60$0.0018$0.0018
247GoogleGemini 3.7 Flash$0.75$3.75$0.0019$0.0019
248GoogleGemini 3.6 Flash$0.75$3.75$0.0019$0.0019
249Mistral AIMistral Medium 3.5 (batch)$0.75$3.75$0.0019$0.0019
250~googleGemini Flash Latest$0.75$3.75$0.0019$0.0019
251sakanaSakana Namazu$0.95$4.00$0.0020$0.0020
252OpenAIo3 (batch)$1.00$4.00$0.0020$0.0020
253OpenAIGPT-4.1 (batch)$1.00$4.00$0.0020$0.0020
254Zhipu AIGLM 5V Turbo$1.20$4.00$0.0020$0.0020
255Zhipu AIGLM 5 Turbo$1.20$4.00$0.0020$0.0020
256OpenAIGPT-3.5 Turbo 16k$3.00$4.00$0.0020$0.0020
257thinkingmachinesInkling$1.00$4.05$0.0020$0.0020
258GoogleGemini 3.8 Flash$0.83$4.13$0.0021$0.0021
259Mistral AIMistral Large 4$1.36$4.18$0.0021$0.0021
260metaMuse Spark Open$1.25$4.25$0.0021$0.0021
261metaMuse Spark 1.3$1.25$4.25$0.0021$0.0021
262metaMuse Spark 1.2$1.25$4.25$0.0021$0.0021
263metaMuse Spark 1.1$1.25$4.25$0.0021$0.0021
264OpenAIo4 Mini High$1.10$4.40$0.0022$0.0022
265OpenAIo3 Mini High$1.10$4.40$0.0022$0.0022
266Zhipu AIGLM 5.1$1.40$4.40$0.0022$0.0022
267AlibabaQwen3.7 Max$1.48$4.42$0.0022$0.0022
268GoogleGemini 3.5 Flash (batch)$0.75$4.50$0.0023$0.0023
269~openaiGPT Mini Latest$0.75$4.50$0.0023$0.0023
270OpenAIGPT-5.4 Mini$0.75$4.50$0.0023$0.0023
271OpenAIGPT-5.1 (batch)$0.63$5.00$0.0025$0.0025
272OpenAIGPT-5 (batch)$0.63$5.00$0.0025$0.0025
273OpenAIGPT-6.1 Terra Pro$1.00$5.00$0.0025$0.0025
274OpenAIGPT-6.1 Terra$1.00$5.00$0.0025$0.0025
275GoogleGemini 4 Argon (batch)$1.00$5.00$0.0025$0.0025
276OpenAIGPT-6.1 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
277OpenAIGPT-6.1 Sol (batch)$1.00$5.00$0.0025$0.0025
278AnthropicClaude Sonnet 5.5 (batch)$1.00$5.00$0.0025$0.0025
279OpenAIGPT-6 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
280OpenAIGPT-6 Sol (batch)$1.00$5.00$0.0025$0.0025
281~openaiGPT Terra Latest$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$0.01$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 26.9$2.50$7.50$0.0037$0.0037
309~deepseekDeepSeek Pro Latest$0.20$8.00$0.0040$0.0040
310OpenAIo3$2.00$8.00$0.0040$0.0040
311OpenAIGPT-4.1$2.00$8.00$0.0040$0.0040
312PerplexitySonar Reasoning Pro$2.00$8.00$0.0040$0.0040
313PerplexitySonar Deep Research$2.00$8.00$0.0040$0.0040
314XiaomiMiMo-V2.6-Pro-UltraSpeed$4.35$8.70$0.0043$0.0043
315Zhipu AIGLM 5.3 Prime$2.80$8.80$0.0044$0.0044
316GoogleGemini 3.5 Flash$1.50$9.00$0.0045$0.0045
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
323Moonshot AIKimi K3.1 Pro$2.00$10.00$0.0050$0.0050
324GoogleGemini 4 Argon$2.00$10.00$0.0050$0.0050
325OpenAIGPT-6.1 Sol Pro$2.00$10.00$0.0050$0.0050
326OpenAIGPT-6.1 Sol$2.00$10.00$0.0050$0.0050
327AnthropicClaude Sonnet 5.5$2.00$10.00$0.0050$0.0050
328OpenAIGPT-6 Sol Pro$2.00$10.00$0.0050$0.0050
329OpenAIGPT-6 Sol$2.00$10.00$0.0050$0.0050
330AnthropicClaude Opus 5.5 (batch)$2.00$10.00$0.0050$0.0050
331~openaiGPT Sol Latest$2.00$10.00$0.0050$0.0050
332OpenAIGPT-5.6 Sol Pro (batch)$2.00$10.00$0.0050$0.0050
333OpenAIGPT-5.6 Sol (batch)$2.00$10.00$0.0050$0.0050
334AnthropicClaude Sonnet 5$2.00$10.00$0.0050$0.0050
335~googleGemini Pro Latest$2.00$10.00$0.0050$0.0050
336~anthropicClaude Sonnet Latest$2.00$10.00$0.0050$0.0050
337OpenAIGPT Audio$2.50$10.00$0.0050$0.0050
338CohereCommand A$2.50$10.00$0.0050$0.0050
339OpenAIGPT-4o (2024-11-20)$2.50$10.00$0.0050$0.0050
340CohereCommand R+ (08-2024)$2.50$10.00$0.0050$0.0050
341OpenAIGPT-4o (2024-08-06)$2.50$10.00$0.0050$0.0050
342OpenAIGPT-4o$2.50$10.00$0.0050$0.0050
343Moonshot AIKimi K3 (batch)$2.28$11.40$0.0057$0.0057
344OpenAIGPT-5.6 Terra Pro$2.00$12.00$0.0060$0.0060
345OpenAIGPT-5.6 Terra$2.00$12.00$0.0060$0.0060
346GoogleGemini 3.1 Pro Preview Custom Tools$2.00$12.00$0.0060$0.0060
347GoogleGemini 3.1 Pro Preview$2.00$12.00$0.0060$0.0060
348AlibabaQwen3.8 Max Prime$4.00$12.00$0.0060$0.0060
349AnthropicClaude Opus 5 (batch)$2.50$12.50$0.0063$0.0063
350AnthropicClaude Opus 4.8 (batch)Focus$2.50$12.50$0.0063$0.0063
351AnthropicClaude Opus 4.7 (batch)$2.50$12.50$0.0063$0.0063
352AnthropicClaude Opus 4.6 (batch)$2.50$12.50$0.0063$0.0063
353AnthropicClaude Opus 4.5 (batch)$2.50$12.50$0.0063$0.0063
354AmazonNova Premier 1.0$2.50$12.50$0.0063$0.0063
355OpenAIGPT-5.3-Codex$1.75$14.00$0.0070$0.0070
356OpenAIGPT-5.2-Codex$1.75$14.00$0.0070$0.0070
357OpenAIGPT-5.2 Chat$1.75$14.00$0.0070$0.0070
358OpenAIGPT-5.2$1.75$14.00$0.0070$0.0070
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
365PerplexitySonar Pro$3.00$15.00$0.0075$0.0075
366OpenAIGPT-4o (2024-05-13)$5.00$15.00$0.0075$0.0075
367OpenAIGPT-4 Turbo (batch)$5.00$15.00$0.0075$0.0075
368Moonshot AIKimi K3$0.15$20.00$0.0100$0.0100
369~moonshotaiKimi Latest$0.15$20.00$0.0100$0.0100
370metaMuse Wonder$4.00$20.00$0.0100$0.0100
371AnthropicClaude Opus 5.5$4.00$20.00$0.0100$0.0100
372OpenAIGPT-5.6 Sol Pro$4.00$20.00$0.0100$0.0100
373OpenAIGPT-5.6 Sol$4.00$20.00$0.0100$0.0100
374~anthropicClaude Opus Latest$4.00$20.00$0.0100$0.0100
375OpenAIGPT-6 Astra (batch)$5.00$25.00$0.0125$0.0125
376OpenAIGPT-6 Astra Pro (batch)$5.00$25.00$0.0125$0.0125
377AnthropicClaude Fable 5.1 (batch)$5.00$25.00$0.0125$0.0125
378AnthropicClaude Opus 5$5.00$25.00$0.0125$0.0125
379AnthropicClaude Fable 5 (batch)$5.00$25.00$0.0125$0.0125
380AnthropicClaude Opus 4.8$5.00$25.00$0.0125$0.0125
381AnthropicClaude Opus 4.7$5.00$25.00$0.0125$0.0125
382AnthropicClaude Opus 4.6$5.00$25.00$0.0125$0.0125
383AnthropicClaude Opus 4.5$5.00$25.00$0.0125$0.0125
384sakanaFugu Ultra v2$5.00$30.00$0.0150$0.0150
385sakanaFugu Ultra$5.00$30.00$0.0150$0.0150
386OpenAIGPT Chat Latest$5.00$30.00$0.0150$0.0150
387OpenAIGPT-5.5$5.00$30.00$0.0150$0.0150
388AnthropicClaude Opus 4.1 (batch)$7.50$37.50$0.0187$0.0187
389~openaiGPT Astra Latest$10.00$50.00$0.0250$0.0250
390OpenAIGPT-6 Astra$10.00$50.00$0.0250$0.0250
391OpenAIGPT-6 Astra Pro$10.00$50.00$0.0250$0.0250
392AnthropicClaude Fable 5.1$10.00$50.00$0.0250$0.0250
393~anthropicClaude Fable Latest$10.00$50.00$0.0250$0.0250
394AnthropicClaude Fable 5$10.00$50.00$0.0250$0.0250
395OpenAIGPT-5 Pro (batch)$7.50$60.00$0.0300$0.0300
396OpenAIo1$15.00$60.00$0.0300$0.0300
397OpenAIGPT-4$30.00$60.00$0.0300$0.0300
398AnthropicClaude Opus 4.1$15.00$75.00$0.0375$0.0375
399OpenAIo3 Pro$20.00$80.00$0.0400$0.0400
400OpenAIGPT-5.2 Pro (batch)$10.50$84.00$0.0420$0.0420
401OpenAIGPT-5.5 Pro (batch)$15.00$90.00$0.0450$0.0450
402OpenAIGPT-5.4 Pro (batch)$15.00$90.00$0.0450$0.0450
403OpenAIGPT-5 Pro$15.00$120.00$0.0600$0.0600
404OpenAIGPT-5.2 Pro$21.00$168.00$0.0840$0.0840
405OpenAIGPT-5.5 Pro$30.00$180.00$0.0900$0.0900
406OpenAIGPT-5.4 Pro$30.00$180.00$0.0900$0.0900
407OpenAIo1-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 (batch)'s live input and output rates to estimate cost per call and total spend.

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

Claude Opus 4.8 (batch) Token Counter | LM Market Cap