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Model-specific token counter

Zhipu AI GLM 5.3 (batch) Token Counter

Paste a prompt, count tokens, and see exactly what Zhipu AI GLM 5.3 (batch) would charge for the request before you ship it.

Provider

Zhipu AI

Input pricing

$0.45/M

Output pricing

$2.00/M

Market

LLM

412 comparable models

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Cost Settings

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500
016,000
1
110,000
This Model at Your Token Count
GLM 5.3 (batch)
Zhipu AI
Profile
Input
$0.45/M
Output
$2.00/M
Cost / Call
$0.0010
Total Cost
$0.0010

$0.0010 more than the cheapest visible model for this exact prompt and call volume.

Cost Estimates412 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
4GoogleGemma 3 4B$0.04$0.05$0.000025$0.000025
5inclusionaiLing 3.0 Flash$0.02$0.06$0.000031$0.000031
6~z-aiGLM Flash Latest$0.05$0.07$0.000035$0.000035
7Mistral AIMinistral 3 8B 2512 (batch)$0.07$0.07$0.000037$0.000037
8Mistral AIMistral Small 3$0.05$0.08$0.000040$0.000040
9MetaLlama 3.1 8B Instruct$0.05$0.08$0.000040$0.000040
10OpenAIgpt-oss-20b$0.02$0.09$0.000045$0.000045
11rekaaiReka Edge$0.10$0.10$0.000050$0.000050
12Mistral AIMinistral 3 3B 2512$0.10$0.10$0.000050$0.000050
13IBMGranite 4.0 Micro$0.02$0.11$0.000056$0.000056
14OpenAIgpt-oss-20b (batch)$0.02$0.11$0.000056$0.000056
15poolsideLaguna XS 2.1$0.06$0.12$0.000060$0.000060
16AlibabaQwen3.7 Flash$0.03$0.13$0.000065$0.000065
17DeepSeekDeepSeek V4 Flash 0731$0.04$0.13$0.000067$0.000067
18OpenAIgpt-oss-120b (batch)$0.03$0.14$0.000068$0.000068
19AmazonNova Micro 1.0$0.04$0.14$0.000070$0.000070
20MicrosoftPhi 4$0.07$0.14$0.000070$0.000070
21inference-netSchematron V2 Turbo$0.03$0.15$0.000075$0.000075
22CohereCommand R7B (12-2024)$0.04$0.15$0.000075$0.000075
23InceptionMercury 2.5$0.04$0.15$0.000075$0.000075
24DeepSeekDeepSeek V4.1 Flash (batch)$0.05$0.15$0.000075$0.000075
25GoogleGemma 3 12B$0.05$0.15$0.000075$0.000075
26Mistral AIMinistral 3 8B 2512$0.15$0.15$0.000075$0.000075
27~deepseekDeepSeek V4 Flash Latest$0.04$0.18$0.000088$0.000088
28TencentHy-MT2-1.8B$0.04$0.18$0.000089$0.000089
29Zhipu AIGLM 5.3 Flash (batch)$0.05$0.18$0.000090$0.000090
30inclusionaiLing 3.0 Flash VL$0.06$0.18$0.000090$0.000090
31poolsideLaguna S 2.1$0.09$0.18$0.000090$0.000090
32MetaLlama Guard 4 12B$0.18$0.18$0.000090$0.000090
33DeepSeekDeepSeek V4 Flash 0423$0.09$0.18$0.000091$0.000091
34OpenAIGPT-5 Nano (batch)$0.02$0.20$0.000100$0.000100
35UpstageSolar Mini 4$0.05$0.20$0.000100$0.000100
36OpenAIGPT-4.1 Nano (batch)$0.05$0.20$0.000100$0.000100
37NVIDIANemotron 3.5 Lightning$0.07$0.20$0.000100$0.000100
38Mistral AIMistral Small 3.2 24B$0.07$0.20$0.000100$0.000100
39metaMuse Spark 1.3 Contributor$0.10$0.20$0.000100$0.000100
40metaMuse Spark 1.2 Contributor$0.10$0.20$0.000100$0.000100
41ByteDanceUI-TARS 7B $0.10$0.20$0.000100$0.000100
42rekaaiReka Flash 3$0.10$0.20$0.000100$0.000100
43AlibabaQwen2.5 7B Instruct$0.10$0.20$0.000100$0.000100
44NVIDIANemotron 3.5 Content Safety$0.20$0.20$0.000100$0.000100
45Mistral AIMinistral 3 14B 2512$0.20$0.20$0.000100$0.000100
46MetaLlama 3.2 1B Instruct$0.03$0.20$0.0001$0.0001
47GoogleGemma 4 26B A4B $0.07$0.22$0.0001$0.0001
48inclusionaiLing 3.1 Flash$0.07$0.22$0.0001$0.0001
49inference-netSchematron V2 Small$0.05$0.23$0.0001$0.0001
50XiaomiMiMo-V2.5$0.12$0.24$0.0001$0.0001
51NVIDIANemotron 3 Nano 30B A3B$0.06$0.24$0.0001$0.0001
52AmazonNova Lite 1.0$0.06$0.24$0.0001$0.0001
53AlibabaQwen3 14B$0.12$0.24$0.0001$0.0001
54AnthropicClaude Haiku 5.5 (batch)$0.05$0.25$0.0001$0.0001
55OpenAIGPT-6 Luna Pro (batch)$0.05$0.25$0.0001$0.0001
56OpenAIGPT-6 Luna (batch)$0.05$0.25$0.0001$0.0001
57IBMGranite 4.2 8B$0.06$0.25$0.0001$0.0001
58AlibabaQwen3.5-9B$0.17$0.25$0.0001$0.0001
59AlibabaQwen3.5-Flash$0.07$0.26$0.0001$0.0001
60AlibabaQwen3 Coder 30B A3B Instruct$0.07$0.28$0.0001$0.0001
61AlibabaQwen3 32B$0.08$0.28$0.0001$0.0001
62XiaomiMiMo-V2.6-Flash$0.14$0.28$0.0001$0.0001
63TencentHy-MT2-30B-A3B$0.07$0.29$0.0001$0.0001
64TencentHy-MT2-7B$0.07$0.29$0.0001$0.0001
65Mistral AIMistral Small 4 (batch)$0.07$0.30$0.0001$0.0001
66ByteDanceSeed 1.6 Flash$0.07$0.30$0.0001$0.0001
67OpenAIgpt-oss-safeguard-20b$0.07$0.30$0.0001$0.0001
68OpenAIGPT-4o-mini (batch)$0.07$0.30$0.0001$0.0001
69AlibabaQwen3 30B A3B Instruct 2507$0.09$0.30$0.0001$0.0001
70StepFunStep 3.5 Flash$0.10$0.30$0.0001$0.0001
71Mistral AIVoxtral Small 24B 2507$0.10$0.30$0.0001$0.0001
72MetaLlama 4 Scout$0.10$0.30$0.0001$0.0001
73MetaLlama 3.3 70B Instruct$0.10$0.32$0.0002$0.0002
74TencentHy3$0.08$0.33$0.0002$0.0002
75MetaLlama 3.2 3B Instruct$0.05$0.34$0.0002$0.0002
76GoogleGemma 3 27B$0.08$0.35$0.0002$0.0002
77InceptionMercury 3$0.10$0.35$0.0002$0.0002
78OpenAIGPT-5 Nano$0.05$0.40$0.0002$0.0002
79Zhipu AIGLM 4.7 Flash$0.06$0.40$0.0002$0.0002
80ByteDanceSeed-2.0-Mini$0.10$0.40$0.0002$0.0002
81GoogleGemini 2.5 Flash Lite$0.10$0.40$0.0002$0.0002
82OpenAIGPT-4.1 Nano$0.10$0.40$0.0002$0.0002
83GoogleGemma 4 31B$0.20$0.40$0.0002$0.0002
84AlibabaQwen2.5 72B Instruct$0.36$0.40$0.0002$0.0002
85MetaLlama 3.1 70B Instruct$0.40$0.40$0.0002$0.0002
86DeepSeekDeepSeek V3.2 Exp$0.27$0.41$0.0002$0.0002
87DeepSeekDeepSeek V4 Pro 0423$0.21$0.42$0.0002$0.0002
88DeepSeekDeepSeek V3.2$0.28$0.42$0.0002$0.0002
89Mistral AICodestral 2508 (batch)$0.15$0.45$0.0002$0.0002
90AlibabaQwen3.8 Omni Flash$0.15$0.47$0.0002$0.0002
91AlibabaQwen3.8 Flash$0.15$0.47$0.0002$0.0002
92prism-mlTernary Bonsai 2 27B$0.07$0.50$0.0003$0.0003
93AnthropicClaude Haiku 5.5$0.10$0.50$0.0003$0.0003
94OpenAIGPT-6 Luna Pro$0.10$0.50$0.0003$0.0003
95OpenAIGPT-6 Luna$0.10$0.50$0.0003$0.0003
96~openaiGPT Luna Latest$0.10$0.50$0.0003$0.0003
97~anthropicClaude Haiku Latest$0.10$0.50$0.0003$0.0003
98AlibabaQwen3 30B A3B$0.12$0.50$0.0003$0.0003
99NVIDIANemotron 3.5 Super VL$0.15$0.50$0.0003$0.0003
100Zhipu AIGLM 5.3 Flash$0.15$0.50$0.0003$0.0003
101AlibabaQwen3 235B A22B Instruct 2507$0.09$0.55$0.0003$0.0003
102Mistral AIMistral Small 3.1 24B$0.35$0.55$0.0003$0.0003
103TencentHunyuan A13B Instruct$0.14$0.57$0.0003$0.0003
104OpenAIGPT-5.6 Luna Pro (batch)$0.10$0.60$0.0003$0.0003
105OpenAIGPT-5.6 Luna (batch)$0.10$0.60$0.0003$0.0003
106MiniMaxMiniMax M3.1 Flash$0.15$0.60$0.0003$0.0003
107DeepSeekDeepSeek V4.1 Flash 1017$0.15$0.60$0.0003$0.0003
108UpstageSolar Pro 4$0.15$0.60$0.0003$0.0003
109Mistral AIMistral Small 4$0.15$0.60$0.0003$0.0003
110UpstageSolar Pro 3$0.15$0.60$0.0003$0.0003
111AlibabaQwen3 VL 30B A3B Instruct$0.15$0.60$0.0003$0.0003
112OpenAIgpt-oss-120b$0.15$0.60$0.0003$0.0003
113CohereCommand R (08-2024)$0.15$0.60$0.0003$0.0003
114OpenAIGPT-4o-mini$0.15$0.60$0.0003$0.0003
115OpenAIGPT-4o-mini (2024-07-18)$0.15$0.60$0.0003$0.0003
116TencentHy3 preview$0.18$0.60$0.0003$0.0003
117Mistral AISaba$0.20$0.60$0.0003$0.0003
118XiaomiMiMo-V2.5-Pro$0.30$0.61$0.0003$0.0003
119OpenAIGPT-5.4 Nano (batch)$0.10$0.63$0.0003$0.0003
120DeepSeekDeepSeek V4 Flash Vision Exp$0.22$0.65$0.0003$0.0003
121GoogleGemma 2 27B$0.65$0.65$0.0003$0.0003
122MetaLlama 4 Maverick$0.19$0.65$0.0003$0.0003
123Liquid AILFM2.5-24B-A2B$0.05$0.70$0.0003$0.0003
124GoogleGemini 3.1 Flash Lite (batch)$0.13$0.75$0.0004$0.0004
125InceptionMercury 2$0.25$0.75$0.0004$0.0004
126Mistral AIMistral Large 3 2512 (batch)$0.25$0.75$0.0004$0.0004
127AlibabaQwen3 VL 8B Instruct$0.25$0.75$0.0004$0.0004
128AlibabaQwen-Plus$0.26$0.78$0.0004$0.0004
129AlibabaQwen3 Coder Next$0.12$0.80$0.0004$0.0004
130OpenAIGPT-4.1 Mini (batch)$0.20$0.80$0.0004$0.0004
131arcee-aiTrinity Large Thinking$0.25$0.80$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
134Zhipu AIGLM 4.6V$0.30$0.90$0.0004$0.0004
135Mistral AICodestral 2508$0.30$0.90$0.0004$0.0004
136AlibabaQwen3.7 Plus (batch)$0.23$0.92$0.0005$0.0005
137AlibabaQwen3.6 35B A3B$0.10$0.95$0.0005$0.0005
138DeepSeekDeepSeek V3.1$0.25$0.95$0.0005$0.0005
139AlibabaQwen3 Coder Flash$0.20$0.97$0.0005$0.0005
140~deepseekDeepSeek Flash Latest$0.02$1.00$0.0005$0.0005
141DeepSeekDeepSeek V4.1 Flash$0.02$1.00$0.0005$0.0005
142OpenAIGPT-5 Mini (batch)$0.13$1.00$0.0005$0.0005
143AlibabaQwen3.5-35B-A3B$0.14$1.00$0.0005$0.0005
144Mistral AIMistral Medium 3.1 (batch)$0.20$1.00$0.0005$0.0005
145reflectionBeam 1.0 501B A23B$0.25$1.00$0.0005$0.0005
146DeepSeekDeepSeek V3.1 Terminus$0.27$1.00$0.0005$0.0005
147AlibabaQwen3 VL 30B A3B Thinking$0.29$1.00$0.0005$0.0005
148AlibabaQwen3 Coder 480B A35B$0.30$1.00$0.0005$0.0005
149AlibabaQwen2.5 Coder 32B Instruct$0.66$1.00$0.0005$0.0005
150AlibabaQwen2.5 VL 72B Instruct$0.80$1.00$0.0005$0.0005
151PerplexitySonar$1.00$1.00$0.0005$0.0005
152MiniMaxMiniMax M2$0.26$1.02$0.0005$0.0005
153DeepSeekDeepSeek V3$0.26$1.03$0.0005$0.0005
154AlibabaQwen3 Next 80B A3B Instruct$0.09$1.10$0.0006$0.0006
155MiniMaxMiniMax-01$0.20$1.10$0.0006$0.0006
156AlibabaQwen3.6 Flash$0.19$1.13$0.0006$0.0006
157DeepSeekDeepSeek V3 0324$0.29$1.14$0.0006$0.0006
158StepFunStep 3.7 Flash$0.20$1.15$0.0006$0.0006
159AlibabaQwen3 Next 80B A3B Thinking$0.15$1.20$0.0006$0.0006
160OpenAIGPT-5.6 Luna Pro$0.20$1.20$0.0006$0.0006
161OpenAIGPT-5.6 Luna$0.20$1.20$0.0006$0.0006
162metaMuse Glimmer 30B$0.30$1.20$0.0006$0.0006
163MeituanLongCat 2.0$0.30$1.20$0.0006$0.0006
164MiniMaxMiniMax M3$0.30$1.20$0.0006$0.0006
165MiniMaxMiniMax M2.7$0.30$1.20$0.0006$0.0006
166MiniMaxMiniMax M2.5$0.30$1.20$0.0006$0.0006
167MiniMaxMiniMax M2-her$0.30$1.20$0.0006$0.0006
168MiniMaxMiniMax M2.1$0.30$1.20$0.0006$0.0006
169thinkingmachinesInkling Small$0.45$1.20$0.0006$0.0006
170GoogleGemini 3.5 Flash Lite (batch)$0.15$1.25$0.0006$0.0006
171OpenAIGPT-5.4 Nano$0.20$1.25$0.0006$0.0006
172Zhipu AIGLM 5.3 FlashX$0.37$1.25$0.0006$0.0006
173AlibabaQwen3.7 Plus$0.32$1.28$0.0006$0.0006
174aion-labsAion 3.5 Mini$0.70$1.40$0.0007$0.0007
175aion-labsAion-3.0-Mini$0.70$1.40$0.0007$0.0007
176perceptronPerceptron Mk1.5$0.15$1.50$0.0008$0.0008
177perceptronPerceptron Mk1$0.15$1.50$0.0008$0.0008
178GoogleGemini 3.1 Flash Lite$0.25$1.50$0.0008$0.0008
179GoogleGemini 3.1 Flash Lite Preview$0.25$1.50$0.0008$0.0008
180GoogleGemini 3 Flash Preview (batch)$0.25$1.50$0.0008$0.0008
181CohereCommand A+$0.30$1.50$0.0008$0.0008
182Mistral AIMistral Large 3 2512$0.50$1.50$0.0008$0.0008
183AlibabaQwen3.5 Plus 2026-02-15$0.26$1.56$0.0008$0.0008
184OpenAIGPT-4.1 Mini$0.40$1.60$0.0008$0.0008
185aion-labsAion-2.0$0.80$1.60$0.0008$0.0008
186Zhipu AIGLM 5.3$0.09$1.61$0.0008$0.0008
187AlibabaQwen3.5 Plus 2026-04-20$0.30$1.80$0.0009$0.0009
188Zhipu AIGLM 4.5V$0.60$1.80$0.0009$0.0009
189HUMAINALLaM 1 13B Instruct$1.80$1.80$0.0009$0.0009
190GoogleGemini 3.8 Flash (batch)$0.38$1.88$0.0009$0.0009
191GoogleGemini 3.7 Flash (batch)$0.38$1.88$0.0009$0.0009
192GoogleGemini 3.6 Flash (batch)$0.38$1.88$0.0009$0.0009
193AlibabaQwen3 VL 235B A22B Instruct$0.21$1.90$0.0009$0.0009
194AlibabaQwen3.6 Plus$0.33$1.95$0.0010$0.0010
195Zhipu AIGLM 4.7$0.54$1.98$0.0010$0.0010
196DeepSeekDeepSeek V4 Pro 0813$0.66$1.98$0.0010$0.0010
197AlibabaQwen3.6 27B$0.25$2.00$0.0010$0.0010
198ByteDanceSeed-2.0-Lite$0.25$2.00$0.0010$0.0010
199ByteDanceSeed 1.6$0.25$2.00$0.0010$0.0010
200OpenAIGPT-5.1-Codex-Mini$0.25$2.00$0.0010$0.0010
201OpenAIGPT-5 Mini$0.25$2.00$0.0010$0.0010
202Mistral AIDevstral 2 2512$0.40$2.00$0.0010$0.0010
203Mistral AIMistral Medium 3.1$0.40$2.00$0.0010$0.0010
204Mistral AIMistral Medium 3$0.40$2.00$0.0010$0.0010
205Zhipu AIGLM 5.3 (batch)Focus$0.45$2.00$0.0010$0.0010
206xAIGrok Build 0.1$1.00$2.00$0.0010$0.0010
207xAIGrok 4.3 (batch)$1.00$2.00$0.0010$0.0010
208OpenAIGPT-3.5 Turbo (older v0613)$1.00$2.00$0.0010$0.0010
209DeepSeekR1 0528$0.50$2.15$0.0011$0.0011
210AlibabaQwen3.5-27B$0.27$2.16$0.0011$0.0011
211Zhipu AIGLM 4.6$0.55$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 4.5$0.60$2.20$0.0011$0.0011
216OpenAIGPT-5.4 Mini (batch)$0.38$2.25$0.0011$0.0011
217TencentHy4 preview$0.75$2.25$0.0011$0.0011
218Moonshot AIKimi K2 0711$0.57$2.30$0.0011$0.0011
219NVIDIANemotron 3 Super$0.30$2.40$0.0012$0.0012
220NVIDIANemotron 3 Ultra$0.60$2.40$0.0012$0.0012
221OpenAIGPT Audio Mini$0.60$2.40$0.0012$0.0012
222AlibabaQwen3.8 27B$0.20$2.50$0.0013$0.0013
223moondreamMoondream 3 Preview$0.30$2.50$0.0013$0.0013
224moondreamMoondream 3.1$0.30$2.50$0.0013$0.0013
225GoogleGemini 3.5 Flash Lite$0.30$2.50$0.0013$0.0013
226AmazonNova 2 Lite$0.30$2.50$0.0013$0.0013
227GoogleGemini 2.5 Flash$0.30$2.50$0.0013$0.0013
228ByteDanceSeed 2.1 Turbo$0.50$2.50$0.0013$0.0013
229Moonshot AIKimi K2.5$0.50$2.50$0.0013$0.0013
230AnthropicClaude Haiku 4.5 (batch)$0.50$2.50$0.0013$0.0013
231CursorComposer 2$0.50$2.50$0.0013$0.0013
232Moonshot AIKimi K2 Thinking$0.60$2.50$0.0013$0.0013
233Moonshot AIKimi K2 0905$0.60$2.50$0.0013$0.0013
234xAIGrok 4.3$1.25$2.50$0.0013$0.0013
235xAIGrok 4.20 Multi-Agent$1.25$2.50$0.0013$0.0013
236xAIGrok 4.20$1.25$2.50$0.0013$0.0013
237StepFunStep 5 Preview$1.00$2.70$0.0014$0.0014
238ByteDanceSeed-2.0-Code$0.50$3.00$0.0015$0.0015
239GoogleGemini 3 Flash Preview$0.50$3.00$0.0015$0.0015
240elorianGlimpse$0.60$3.00$0.0015$0.0015
241AlibabaQwen3.5-122B-A10B$0.40$3.20$0.0016$0.0016
242unbiasedPareto 26.10$0.80$3.20$0.0016$0.0016
243~unbiasedPareto Latest$0.80$3.20$0.0016$0.0016
244AmazonNova Pro 1.0$0.80$3.20$0.0016$0.0016
245Zhipu AIGLM 5$1.00$3.20$0.0016$0.0016
246Moonshot AIKimi K2.7 Code$0.67$3.35$0.0017$0.0017
247Moonshot AIKimi K2.6$0.65$3.41$0.0017$0.0017
248AlibabaQwen3 235B A22B Thinking 2507$0.45$3.50$0.0018$0.0018
249AlibabaQwen3.5 397B A17B$0.50$3.60$0.0018$0.0018
250GoogleGemini 3.7 Flash$0.75$3.75$0.0019$0.0019
251GoogleGemini 3.6 Flash$0.75$3.75$0.0019$0.0019
252Mistral AIMistral Medium 3.5 (batch)$0.75$3.75$0.0019$0.0019
253~googleGemini Flash Latest$0.75$3.75$0.0019$0.0019
254sakanaSakana Namazu$0.95$4.00$0.0020$0.0020
255OpenAIo3 (batch)$1.00$4.00$0.0020$0.0020
256OpenAIGPT-4.1 (batch)$1.00$4.00$0.0020$0.0020
257Zhipu AIGLM 5V Turbo$1.20$4.00$0.0020$0.0020
258Zhipu AIGLM 5 Turbo$1.20$4.00$0.0020$0.0020
259OpenAIGPT-3.5 Turbo 16k$3.00$4.00$0.0020$0.0020
260thinkingmachinesInkling$1.00$4.05$0.0020$0.0020
261GoogleGemini 3.8 Flash$0.83$4.13$0.0021$0.0021
262Mistral AIMistral Large 4$1.36$4.18$0.0021$0.0021
263metaMuse Spark Open$1.25$4.25$0.0021$0.0021
264metaMuse Spark 1.3$1.25$4.25$0.0021$0.0021
265metaMuse Spark 1.2$1.25$4.25$0.0021$0.0021
266metaMuse Spark 1.1$1.25$4.25$0.0021$0.0021
267~z-aiGLM Latest$0.07$4.30$0.0021$0.0021
268OpenAIo4 Mini High$1.10$4.40$0.0022$0.0022
269OpenAIo4 Mini$1.10$4.40$0.0022$0.0022
270OpenAIo3 Mini High$1.10$4.40$0.0022$0.0022
271OpenAIo3 Mini$1.10$4.40$0.0022$0.0022
272Zhipu AIGLM 5.1$1.40$4.40$0.0022$0.0022
273AlibabaQwen3.7 Max$1.48$4.42$0.0022$0.0022
274GoogleGemini 3.5 Flash (batch)$0.75$4.50$0.0023$0.0023
275~openaiGPT Mini Latest$0.75$4.50$0.0023$0.0023
276OpenAIGPT-5.4 Mini$0.75$4.50$0.0023$0.0023
277OpenAIGPT-5.1 (batch)$0.63$5.00$0.0025$0.0025
278OpenAIGPT-5 (batch)$0.63$5.00$0.0025$0.0025
279GoogleGemini 4 Argon (batch)$1.00$5.00$0.0025$0.0025
280OpenAIGPT-6.1 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
281OpenAIGPT-6.1 Sol (batch)$1.00$5.00$0.0025$0.0025
282AnthropicClaude Sonnet 5.5 (batch)$1.00$5.00$0.0025$0.0025
283OpenAIGPT-6 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
284OpenAIGPT-6 Sol (batch)$1.00$5.00$0.0025$0.0025
285AnthropicClaude Sonnet 5 (batch)$1.00$5.00$0.0025$0.0025
286AnthropicClaude Haiku 4.5$1.00$5.00$0.0025$0.0025
287OpenAIGPT-4o (batch)$1.25$5.00$0.0025$0.0025
288WriterPalmyra X5$0.60$6.00$0.0030$0.0030
289OpenAIGPT-5.6 Terra Pro (batch)$1.00$6.00$0.0030$0.0030
290OpenAIGPT-5.6 Terra (batch)$1.00$6.00$0.0030$0.0030
291GoogleGemini 3.1 Pro Preview (batch)$1.00$6.00$0.0030$0.0030
292xAIGrok 4.7$2.00$6.00$0.0030$0.0030
293sakanaFugu Max$2.00$6.00$0.0030$0.0030
294AlibabaQwen3.8 Max (0902)$2.00$6.00$0.0030$0.0030
295AlibabaQwen3.8 2.4T A95B$2.00$6.00$0.0030$0.0030
296xAIGrok 4.6$2.00$6.00$0.0030$0.0030
297xAIGrok 4.5$2.00$6.00$0.0030$0.0030
298~x-aiGrok Latest$2.00$6.00$0.0030$0.0030
299Mistral AIMistral Large 2407$2.00$6.00$0.0030$0.0030
300Mistral AIMixtral 8x22B Instruct$2.00$6.00$0.0030$0.0030
301Mistral AIMistral Large$2.00$6.00$0.0030$0.0030
302aion-labsAion 3.5$3.00$6.00$0.0030$0.0030
303aion-labsAion-3.0$3.00$6.00$0.0030$0.0030
304Zhipu AIGLM 5.2$0.03$7.00$0.0035$0.0035
305OpenAIGPT-5.2 (batch)$0.88$7.00$0.0035$0.0035
306OpenAIGPT-5.4 (batch)$1.25$7.50$0.0037$0.0037
307Mistral AIMistral Medium 3.5$1.50$7.50$0.0037$0.0037
308AnthropicClaude Sonnet 4.6 (batch)$1.50$7.50$0.0037$0.0037
309AnthropicClaude Sonnet 4.5 (batch)$1.50$7.50$0.0037$0.0037
310CursorComposer 2 Fast$1.50$7.50$0.0037$0.0037
311unbiasedPareto 26.9$2.50$7.50$0.0037$0.0037
312~deepseekDeepSeek Pro Latest$0.12$8.00$0.0040$0.0040
313OpenAIo3$2.00$8.00$0.0040$0.0040
314OpenAIGPT-4.1$2.00$8.00$0.0040$0.0040
315PerplexitySonar Reasoning Pro$2.00$8.00$0.0040$0.0040
316PerplexitySonar Deep Research$2.00$8.00$0.0040$0.0040
317XiaomiMiMo-V2.6-Pro-UltraSpeed$4.35$8.70$0.0043$0.0043
318Zhipu AIGLM 5.3 Prime$2.80$8.80$0.0044$0.0044
319~moonshotaiKimi Latest$0.19$8.94$0.0045$0.0045
320GoogleGemini 3.5 Flash$1.50$9.00$0.0045$0.0045
321OpenAIGPT-5.1-Codex-Max$1.25$10.00$0.0050$0.0050
322OpenAIGPT-5.1$1.25$10.00$0.0050$0.0050
323OpenAIGPT-5.1-Codex$1.25$10.00$0.0050$0.0050
324OpenAIGPT-5$1.25$10.00$0.0050$0.0050
325GoogleGemini 2.5 Pro$1.25$10.00$0.0050$0.0050
326GoogleGemini 2.5 Pro Preview 06-05$1.25$10.00$0.0050$0.0050
327Moonshot AIKimi K3.1 Pro$2.00$10.00$0.0050$0.0050
328GoogleGemini 4 Argon$2.00$10.00$0.0050$0.0050
329OpenAIGPT-6.1 Sol Pro$2.00$10.00$0.0050$0.0050
330OpenAIGPT-6.1 Sol$2.00$10.00$0.0050$0.0050
331AnthropicClaude Sonnet 5.5$2.00$10.00$0.0050$0.0050
332OpenAIGPT-6 Sol Pro$2.00$10.00$0.0050$0.0050
333OpenAIGPT-6 Sol$2.00$10.00$0.0050$0.0050
334AnthropicClaude Opus 5.5 (batch)$2.00$10.00$0.0050$0.0050
335~openaiGPT Sol Latest$2.00$10.00$0.0050$0.0050
336OpenAIGPT-5.6 Sol Pro (batch)$2.00$10.00$0.0050$0.0050
337OpenAIGPT-5.6 Sol (batch)$2.00$10.00$0.0050$0.0050
338AnthropicClaude Sonnet 5$2.00$10.00$0.0050$0.0050
339~googleGemini Pro Latest$2.00$10.00$0.0050$0.0050
340~anthropicClaude Sonnet Latest$2.00$10.00$0.0050$0.0050
341OpenAIGPT Audio$2.50$10.00$0.0050$0.0050
342CohereCommand A$2.50$10.00$0.0050$0.0050
343OpenAIGPT-4o (2024-11-20)$2.50$10.00$0.0050$0.0050
344CohereCommand R+ (08-2024)$2.50$10.00$0.0050$0.0050
345OpenAIGPT-4o (2024-08-06)$2.50$10.00$0.0050$0.0050
346OpenAIGPT-4o$2.50$10.00$0.0050$0.0050
347Moonshot AIKimi K3$0.24$10.80$0.0054$0.0054
348Moonshot AIKimi K3 (batch)$2.28$11.40$0.0057$0.0057
349~openaiGPT Terra Latest$2.00$12.00$0.0060$0.0060
350OpenAIGPT-5.6 Terra Pro$2.00$12.00$0.0060$0.0060
351OpenAIGPT-5.6 Terra$2.00$12.00$0.0060$0.0060
352GoogleGemini 3.1 Pro Preview Custom Tools$2.00$12.00$0.0060$0.0060
353GoogleGemini 3.1 Pro Preview$2.00$12.00$0.0060$0.0060
354AlibabaQwen3.8 Max Prime$4.00$12.00$0.0060$0.0060
355AnthropicClaude Opus 5 (batch)$2.50$12.50$0.0063$0.0063
356AnthropicClaude Opus 4.8 (batch)$2.50$12.50$0.0063$0.0063
357AnthropicClaude Opus 4.7 (batch)$2.50$12.50$0.0063$0.0063
358AnthropicClaude Opus 4.6 (batch)$2.50$12.50$0.0063$0.0063
359AnthropicClaude Opus 4.5 (batch)$2.50$12.50$0.0063$0.0063
360AmazonNova Premier 1.0$2.50$12.50$0.0063$0.0063
361OpenAIGPT-5.3-Codex$1.75$14.00$0.0070$0.0070
362OpenAIGPT-5.2-Codex$1.75$14.00$0.0070$0.0070
363OpenAIGPT-5.2 Chat$1.75$14.00$0.0070$0.0070
364OpenAIGPT-5.2$1.75$14.00$0.0070$0.0070
365OpenAIGPT-5.5 (batch)$2.50$15.00$0.0075$0.0075
366OpenAIGPT-5.4$2.50$15.00$0.0075$0.0075
367fireworksEmber-1$3.00$15.00$0.0075$0.0075
368AnthropicClaude Sonnet 4.6$3.00$15.00$0.0075$0.0075
369PerplexitySonar Pro Search$3.00$15.00$0.0075$0.0075
370AnthropicClaude Sonnet 4.5$3.00$15.00$0.0075$0.0075
371PerplexitySonar Pro$3.00$15.00$0.0075$0.0075
372OpenAIGPT-4o (2024-05-13)$5.00$15.00$0.0075$0.0075
373OpenAIGPT-4 Turbo (batch)$5.00$15.00$0.0075$0.0075
374metaMuse Wonder$4.00$20.00$0.0100$0.0100
375AnthropicClaude Opus 5.5$4.00$20.00$0.0100$0.0100
376OpenAIGPT-5.6 Sol Pro$4.00$20.00$0.0100$0.0100
377OpenAIGPT-5.6 Sol$4.00$20.00$0.0100$0.0100
378~anthropicClaude Opus Latest$4.00$20.00$0.0100$0.0100
379OpenAIGPT-6 Astra (batch)$5.00$25.00$0.0125$0.0125
380OpenAIGPT-6 Astra Pro (batch)$5.00$25.00$0.0125$0.0125
381AnthropicClaude Fable 5.1 (batch)$5.00$25.00$0.0125$0.0125
382AnthropicClaude Opus 5$5.00$25.00$0.0125$0.0125
383AnthropicClaude Fable 5 (batch)$5.00$25.00$0.0125$0.0125
384AnthropicClaude Opus 4.8$5.00$25.00$0.0125$0.0125
385AnthropicClaude Opus 4.7$5.00$25.00$0.0125$0.0125
386AnthropicClaude Opus 4.6$5.00$25.00$0.0125$0.0125
387AnthropicClaude Opus 4.5$5.00$25.00$0.0125$0.0125
388sakanaFugu Ultra v2$5.00$30.00$0.0150$0.0150
389sakanaFugu Ultra$5.00$30.00$0.0150$0.0150
390OpenAIGPT Chat Latest$5.00$30.00$0.0150$0.0150
391OpenAIGPT-5.5$5.00$30.00$0.0150$0.0150
392OpenAIGPT-4 Turbo$10.00$30.00$0.0150$0.0150
393AnthropicClaude Opus 4.1 (batch)$7.50$37.50$0.0187$0.0187
394~openaiGPT Astra Latest$10.00$50.00$0.0250$0.0250
395OpenAIGPT-6 Astra$10.00$50.00$0.0250$0.0250
396OpenAIGPT-6 Astra Pro$10.00$50.00$0.0250$0.0250
397AnthropicClaude Fable 5.1$10.00$50.00$0.0250$0.0250
398~anthropicClaude Fable Latest$10.00$50.00$0.0250$0.0250
399AnthropicClaude Fable 5$10.00$50.00$0.0250$0.0250
400OpenAIGPT-5 Pro (batch)$7.50$60.00$0.0300$0.0300
401OpenAIo1$15.00$60.00$0.0300$0.0300
402OpenAIGPT-4$30.00$60.00$0.0300$0.0300
403AnthropicClaude Opus 4.1$15.00$75.00$0.0375$0.0375
404OpenAIo3 Pro$20.00$80.00$0.0400$0.0400
405OpenAIGPT-5.2 Pro (batch)$10.50$84.00$0.0420$0.0420
406OpenAIGPT-5.5 Pro (batch)$15.00$90.00$0.0450$0.0450
407OpenAIGPT-5.4 Pro (batch)$15.00$90.00$0.0450$0.0450
408OpenAIGPT-5 Pro$15.00$120.00$0.0600$0.0600
409OpenAIGPT-5.2 Pro$21.00$168.00$0.0840$0.0840
410OpenAIGPT-5.5 Pro$30.00$180.00$0.0900$0.0900
411OpenAIGPT-5.4 Pro$30.00$180.00$0.0900$0.0900
412OpenAIo1-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 GLM 5.3 (batch)'s live input and output rates to estimate cost per call and total spend.

Cost only matters in context. Keeping GLM 5.3 (batch) pinned while you test prompts makes it easier to see when a cheaper peer is close enough, or when GLM 5.3 (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.

Zhipu AI GLM 5.3 (batch) Token Counter | LM Market Cap