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Model-specific token counter

Zhipu AI GLM 5.3 Flash (batch) Token Counter

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

Provider

Zhipu AI

Input pricing

$0.06/M

Output pricing

$0.20/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
GLM 5.3 Flash (batch)
Zhipu AI
Profile
Input
$0.06/M
Output
$0.20/M
Cost / Call
$0.000100
Total Cost
$0.000100

$0.000100 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
4inclusionaiLing 3.0 Flash VL$0.02$0.06$0.000031$0.000031
5inclusionaiLing 3.0 Flash$0.02$0.06$0.000031$0.000031
6Mistral AIMinistral 3 8B 2512 (batch)$0.07$0.07$0.000037$0.000037
7Mistral AIMistral Small 3$0.05$0.08$0.000040$0.000040
8MetaLlama 3.1 8B Instruct$0.05$0.08$0.000040$0.000040
9OpenAIgpt-oss-20b$0.02$0.09$0.000045$0.000045
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
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
16inclusionaiLing 3.0 Flash Sante$0.04$0.12$0.000062$0.000062
17inclusionaiLing 3.0 Flash Fin$0.04$0.12$0.000062$0.000062
18AlibabaQwen3.7 Flash$0.03$0.13$0.000065$0.000065
19OpenAIgpt-oss-120b (batch)$0.03$0.14$0.000068$0.000068
20AmazonNova Micro 1.0$0.04$0.14$0.000070$0.000070
21MicrosoftPhi 4$0.07$0.14$0.000070$0.000070
22inference-netSchematron V2 Turbo$0.03$0.15$0.000075$0.000075
23CohereCommand R7B (12-2024)$0.04$0.15$0.000075$0.000075
24InceptionMercury 2.5$0.04$0.15$0.000075$0.000075
25GoogleGemma 3 12B$0.05$0.15$0.000075$0.000075
26AlibabaQwen3.5-9B$0.10$0.15$0.000075$0.000075
27Mistral AIMinistral 3 8B 2512$0.15$0.15$0.000075$0.000075
28TencentHy-MT2-1.8B$0.04$0.18$0.000089$0.000089
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
34GoogleGemini 2.5 Flash Lite (batch)$0.05$0.20$0.000100$0.000100
35OpenAIGPT-4.1 Nano (batch)$0.05$0.20$0.000100$0.000100
36Zhipu AIGLM 5.3 Flash (batch)Focus$0.06$0.20$0.000100$0.000100
37NVIDIANemotron 3.5 Lightning$0.07$0.20$0.000100$0.000100
38metaMuse Spark 1.3 Contributor$0.10$0.20$0.000100$0.000100
39metaMuse Spark 1.2 Contributor$0.10$0.20$0.000100$0.000100
40ByteDanceUI-TARS 7B $0.10$0.20$0.000100$0.000100
41rekaaiReka Flash 3$0.10$0.20$0.000100$0.000100
42AlibabaQwen2.5 7B Instruct$0.10$0.20$0.000100$0.000100
43NVIDIANemotron 3.5 Content Safety$0.20$0.20$0.000100$0.000100
44Mistral AIMinistral 3 14B 2512$0.20$0.20$0.000100$0.000100
45MetaLlama 3.2 1B Instruct$0.03$0.20$0.0001$0.0001
46inference-netSchematron V2 Small$0.05$0.23$0.0001$0.0001
47NVIDIANemotron 3 Nano 30B A3B$0.06$0.24$0.0001$0.0001
48AmazonNova Lite 1.0$0.06$0.24$0.0001$0.0001
49AlibabaQwen3 14B$0.12$0.24$0.0001$0.0001
50AnthropicClaude Haiku 5.5 (batch)$0.05$0.25$0.0001$0.0001
51OpenAIGPT-6 Luna Pro (batch)$0.05$0.25$0.0001$0.0001
52OpenAIGPT-6 Luna (batch)$0.05$0.25$0.0001$0.0001
53IBMGranite 4.2 8B$0.06$0.25$0.0001$0.0001
54Mistral AIMistral Small 3.2 24B$0.09$0.25$0.0001$0.0001
55AlibabaQwen3.5-Flash$0.07$0.26$0.0001$0.0001
56AlibabaQwen3 Coder 30B A3B Instruct$0.07$0.28$0.0001$0.0001
57AlibabaQwen3 32B$0.08$0.28$0.0001$0.0001
58XiaomiMiMo-V2.6-Flash$0.14$0.28$0.0001$0.0001
59XiaomiMiMo-V2.5$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
62Mistral AIMistral Small 4 (batch)$0.07$0.30$0.0001$0.0001
63ByteDanceSeed 1.6 Flash$0.07$0.30$0.0001$0.0001
64OpenAIgpt-oss-safeguard-20b$0.07$0.30$0.0001$0.0001
65OpenAIGPT-4o-mini (batch)$0.07$0.30$0.0001$0.0001
66GoogleGemma 4 26B A4B $0.09$0.30$0.0001$0.0001
67StepFunStep 3.5 Flash$0.10$0.30$0.0001$0.0001
68Mistral AIVoxtral Small 24B 2507$0.10$0.30$0.0001$0.0001
69AlibabaQwen3 30B A3B Instruct 2507$0.10$0.30$0.0001$0.0001
70MetaLlama 3.2 3B Instruct$0.05$0.33$0.0002$0.0002
71DeepSeekDeepSeek V4.1 Flash (batch)$0.11$0.34$0.0002$0.0002
72GoogleGemma 4 31B$0.09$0.34$0.0002$0.0002
73UpstageSolar Pro 4$0.09$0.36$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
79AlibabaQwen2.5 72B Instruct$0.36$0.40$0.0002$0.0002
80MetaLlama 3.1 70B Instruct$0.40$0.40$0.0002$0.0002
81DeepSeekDeepSeek V3.2 Exp$0.27$0.41$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
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
94TencentHy3$0.13$0.53$0.0003$0.0003
95AlibabaQwen3 235B A22B Instruct 2507$0.09$0.55$0.0003$0.0003
96Mistral AIMistral Small 3.1 24B$0.35$0.55$0.0003$0.0003
97TencentHunyuan A13B Instruct$0.14$0.57$0.0003$0.0003
98~deepseekDeepSeek V4 Flash Latest$0.01$0.58$0.0003$0.0003
99MetaLlama 4 Scout$0.18$0.59$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
102Mistral AIMistral Small 4$0.15$0.60$0.0003$0.0003
103UpstageSolar Pro 3$0.15$0.60$0.0003$0.0003
104AlibabaQwen3 VL 30B A3B Instruct$0.15$0.60$0.0003$0.0003
105OpenAIgpt-oss-120b$0.15$0.60$0.0003$0.0003
106CohereCommand R (08-2024)$0.15$0.60$0.0003$0.0003
107OpenAIGPT-4o-mini$0.15$0.60$0.0003$0.0003
108OpenAIGPT-4o-mini (2024-07-18)$0.15$0.60$0.0003$0.0003
109TencentHy3 preview$0.18$0.60$0.0003$0.0003
110Mistral AISaba$0.20$0.60$0.0003$0.0003
111MicrosoftWizardLM-2 8x22B$0.62$0.62$0.0003$0.0003
112OpenAIGPT-5.4 Nano (batch)$0.10$0.63$0.0003$0.0003
113~deepseekDeepSeek Flash Latest$0.04$0.63$0.0003$0.0003
114DeepSeekDeepSeek V4.1 Flash$0.04$0.63$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$0.25$0.75$0.0004$0.0004
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
127MetaLlama 3.3 70B Instruct$0.59$0.79$0.0004$0.0004
128AlibabaQwen3 Coder Next$0.12$0.80$0.0004$0.0004
129OpenAIGPT-4.1 Mini (batch)$0.20$0.80$0.0004$0.0004
130arcee-aiTrinity Large Thinking$0.25$0.80$0.0004$0.0004
131DeepSeekDeepSeek V3.2$0.26$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
134XiaomiMiMo-V2.5-Pro$0.43$0.87$0.0004$0.0004
135DeepSeekDeepSeek V4 Pro 0423$0.44$0.87$0.0004$0.0004
136DeepSeekDeepSeek V3$0.32$0.89$0.0004$0.0004
137~z-aiGLM Flash Latest$0.03$0.90$0.0004$0.0004
138Zhipu AIGLM 5.3 Flash$0.03$0.90$0.0004$0.0004
139Zhipu AIGLM 4.6V$0.30$0.90$0.0004$0.0004
140Mistral AICodestral 2508$0.30$0.90$0.0004$0.0004
141AlibabaQwen3.6 35B A3B$0.10$0.95$0.0005$0.0005
142DeepSeekDeepSeek V3.1$0.25$0.95$0.0005$0.0005
143AlibabaQwen3 Coder Flash$0.20$0.97$0.0005$0.0005
144OpenAIGPT-5 Mini (batch)$0.13$1.00$0.0005$0.0005
145Mistral AIMistral Medium 3.1 (batch)$0.20$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 M2.5$0.27$1.08$0.0005$0.0005
153AlibabaQwen3 Next 80B A3B Instruct$0.10$1.10$0.0006$0.0006
154MiniMaxMiniMax-01$0.20$1.10$0.0006$0.0006
155AlibabaQwen3.6 Flash$0.19$1.13$0.0006$0.0006
156DeepSeekDeepSeek V3 0324$0.29$1.14$0.0006$0.0006
157StepFunStep 3.7 Flash$0.20$1.15$0.0006$0.0006
158AlibabaQwen3 Next 80B A3B Thinking$0.15$1.20$0.0006$0.0006
159OpenAIGPT-5.6 Luna Pro$0.20$1.20$0.0006$0.0006
160OpenAIGPT-5.6 Luna$0.20$1.20$0.0006$0.0006
161metaMuse Glimmer 30B$0.30$1.20$0.0006$0.0006
162MeituanLongCat 2.0$0.30$1.20$0.0006$0.0006
163MiniMaxMiniMax M3$0.30$1.20$0.0006$0.0006
164MiniMaxMiniMax M2.7$0.30$1.20$0.0006$0.0006
165MiniMaxMiniMax M2-her$0.30$1.20$0.0006$0.0006
166MiniMaxMiniMax M2.1$0.30$1.20$0.0006$0.0006
167MiniMaxMiniMax M2$0.30$1.20$0.0006$0.0006
168thinkingmachinesInkling Small$0.45$1.20$0.0006$0.0006
169GoogleGemini 3.5 Flash Lite (batch)$0.15$1.25$0.0006$0.0006
170GoogleGemini 2.5 Flash (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
183OpenAIGPT-3.5 Turbo$0.50$1.50$0.0008$0.0008
184AlibabaQwen3.5 Plus 2026-02-15$0.26$1.56$0.0008$0.0008
185OpenAIGPT-4.1 Mini$0.40$1.60$0.0008$0.0008
186aion-labsAion-2.0$0.80$1.60$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
194Zhipu AIGLM 5$0.60$1.92$0.0010$0.0010
195AlibabaQwen3.6 Plus$0.33$1.95$0.0010$0.0010
196DeepSeekDeepSeek V4 Pro 0813$0.66$1.98$0.0010$0.0010
197ByteDanceSeed-2.0-Lite$0.25$2.00$0.0010$0.0010
198ByteDanceSeed 1.6$0.25$2.00$0.0010$0.0010
199OpenAIGPT-5.1-Codex-Mini$0.25$2.00$0.0010$0.0010
200OpenAIGPT-5 Mini$0.25$2.00$0.0010$0.0010
201Mistral AIDevstral 2 2512$0.40$2.00$0.0010$0.0010
202Mistral AIMistral Medium 3.1$0.40$2.00$0.0010$0.0010
203Mistral AIMistral Medium 3$0.40$2.00$0.0010$0.0010
204Zhipu AIGLM 5.3 (batch)$0.45$2.00$0.0010$0.0010
205Zhipu AIGLM 4.6$0.50$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
209OpenAIGPT-3.5 Turbo Instruct$1.50$2.00$0.0010$0.0010
210AlibabaQwen3.5-122B-A10B$0.26$2.08$0.0010$0.0010
211Mistral AIMistral Large 4$0.68$2.09$0.0010$0.0010
212DeepSeekR1 0528$0.50$2.15$0.0011$0.0011
213MiniMaxMiniMax M1$0.55$2.20$0.0011$0.0011
214OpenAIo4 Mini (batch)$0.55$2.20$0.0011$0.0011
215OpenAIo3 Mini (batch)$0.55$2.20$0.0011$0.0011
216Zhipu AIGLM 4.7$0.60$2.20$0.0011$0.0011
217Zhipu AIGLM 4.5$0.60$2.20$0.0011$0.0011
218OpenAIGPT-5.4 Mini (batch)$0.38$2.25$0.0011$0.0011
219AlibabaQwen3.8 27B$0.04$2.30$0.0011$0.0011
220Moonshot AIKimi K2 0711$0.57$2.30$0.0011$0.0011
221NVIDIANemotron 3 Ultra$0.60$2.40$0.0012$0.0012
222OpenAIGPT Audio Mini$0.60$2.40$0.0012$0.0012
223GoogleGemini 3.5 Flash Lite$0.30$2.50$0.0013$0.0013
224AmazonNova 2 Lite$0.30$2.50$0.0013$0.0013
225GoogleGemini 2.5 Flash$0.30$2.50$0.0013$0.0013
226ByteDanceSeed 2.1 Turbo$0.50$2.50$0.0013$0.0013
227Moonshot AIKimi K2.5$0.50$2.50$0.0013$0.0013
228AnthropicClaude Haiku 4.5 (batch)$0.50$2.50$0.0013$0.0013
229CursorComposer 2$0.50$2.50$0.0013$0.0013
230Moonshot AIKimi K2 Thinking$0.60$2.50$0.0013$0.0013
231Moonshot AIKimi K2 0905$0.60$2.50$0.0013$0.0013
232DeepSeekR1$0.70$2.50$0.0013$0.0013
233xAIGrok 4.3$1.25$2.50$0.0013$0.0013
234xAIGrok 4.20 Multi-Agent$1.25$2.50$0.0013$0.0013
235xAIGrok 4.20$1.25$2.50$0.0013$0.0013
236TencentHy4 preview$0.83$2.50$0.0013$0.0013
237AlibabaQwen3.5-27B$0.26$2.60$0.0013$0.0013
238StepFunStep 5 Preview$1.00$2.70$0.0014$0.0014
239ByteDanceSeed-2.0-Code$0.50$3.00$0.0015$0.0015
240GoogleGemini 3 Flash Preview$0.50$3.00$0.0015$0.0015
241Zhipu AIGLM 5.1$0.97$3.04$0.0015$0.0015
242AlibabaQwen3.6 27B$0.32$3.20$0.0016$0.0016
243unbiasedPareto 26.10 Preview$0.80$3.20$0.0016$0.0016
244AmazonNova Pro 1.0$0.80$3.20$0.0016$0.0016
245Moonshot AIKimi K2.7 Code$0.67$3.35$0.0017$0.0017
246Moonshot AIKimi K2.6$0.65$3.41$0.0017$0.0017
247AlibabaQwen3 235B A22B Thinking 2507$0.45$3.50$0.0018$0.0018
248AlibabaQwen3.5 397B A17B$0.55$3.50$0.0018$0.0018
249GoogleGemini 3.8 Flash$0.75$3.75$0.0019$0.0019
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
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
265OpenAIo4 Mini$1.10$4.40$0.0022$0.0022
266OpenAIo3 Mini High$1.10$4.40$0.0022$0.0022
267OpenAIo3 Mini$1.10$4.40$0.0022$0.0022
268AlibabaQwen3.7 Max$1.48$4.42$0.0022$0.0022
269GoogleGemini 3.5 Flash (batch)$0.75$4.50$0.0023$0.0023
270~openaiGPT Mini Latest$0.75$4.50$0.0023$0.0023
271OpenAIGPT-5.4 Mini$0.75$4.50$0.0023$0.0023
272Zhipu AIGLM 5.3$0.08$4.80$0.0024$0.0024
273~z-aiGLM Latest$0.06$5.00$0.0025$0.0025
274OpenAIGPT-5.1 (batch)$0.63$5.00$0.0025$0.0025
275OpenAIGPT-5 (batch)$0.63$5.00$0.0025$0.0025
276GoogleGemini 2.5 Pro (batch)$0.63$5.00$0.0025$0.0025
277OpenAIGPT-6.1 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
278OpenAIGPT-6.1 Sol (batch)$1.00$5.00$0.0025$0.0025
279AnthropicClaude Sonnet 5.5 (batch)$1.00$5.00$0.0025$0.0025
280OpenAIGPT-6 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
281OpenAIGPT-6 Sol (batch)$1.00$5.00$0.0025$0.0025
282OpenAIGPT-5.6 Sol Pro (batch)$1.00$5.00$0.0025$0.0025
283OpenAIGPT-5.6 Sol (batch)$1.00$5.00$0.0025$0.0025
284AnthropicClaude Sonnet 5 (batch)$1.00$5.00$0.0025$0.0025
285AnthropicClaude Haiku 4.5$1.00$5.00$0.0025$0.0025
286OpenAIGPT-4o (batch)$1.25$5.00$0.0025$0.0025
287WriterPalmyra X5$0.60$6.00$0.0030$0.0030
288OpenAIGPT-5.6 Terra Pro (batch)$1.00$6.00$0.0030$0.0030
289OpenAIGPT-5.6 Terra (batch)$1.00$6.00$0.0030$0.0030
290GoogleGemini 3.1 Pro Preview (batch)$1.00$6.00$0.0030$0.0030
291xAIGrok 4.7$2.00$6.00$0.0030$0.0030
292sakanaFugu Max$2.00$6.00$0.0030$0.0030
293AlibabaQwen3.8 Max (0902)$2.00$6.00$0.0030$0.0030
294AlibabaQwen3.8 2.4T A95B$2.00$6.00$0.0030$0.0030
295xAIGrok 4.6$2.00$6.00$0.0030$0.0030
296xAIGrok 4.5$2.00$6.00$0.0030$0.0030
297~x-aiGrok Latest$2.00$6.00$0.0030$0.0030
298Mistral AIMistral Large 2407$2.00$6.00$0.0030$0.0030
299Mistral AIMixtral 8x22B Instruct$2.00$6.00$0.0030$0.0030
300Mistral AIMistral Large$2.00$6.00$0.0030$0.0030
301aion-labsAion 3.5$3.00$6.00$0.0030$0.0030
302aion-labsAion-3.0$3.00$6.00$0.0030$0.0030
303Zhipu AIGLM 5.2$0.06$7.00$0.0035$0.0035
304OpenAIGPT-5.2 (batch)$0.88$7.00$0.0035$0.0035
305OpenAIGPT-5.4 (batch)$1.25$7.50$0.0037$0.0037
306Mistral AIMistral Medium 3.5$1.50$7.50$0.0037$0.0037
307AnthropicClaude Sonnet 4.6 (batch)$1.50$7.50$0.0037$0.0037
308AnthropicClaude Sonnet 4.5 (batch)$1.50$7.50$0.0037$0.0037
309CursorComposer 2 Fast$1.50$7.50$0.0037$0.0037
310unbiasedPareto$2.50$7.50$0.0037$0.0037
311OpenAIo3$2.00$8.00$0.0040$0.0040
312OpenAIGPT-4.1$2.00$8.00$0.0040$0.0040
313PerplexitySonar Reasoning Pro$2.00$8.00$0.0040$0.0040
314PerplexitySonar Deep Research$2.00$8.00$0.0040$0.0040
315XiaomiMiMo-V2.6-Pro-UltraSpeed$4.35$8.70$0.0043$0.0043
316Zhipu AIGLM 5.3 Prime$2.80$8.80$0.0044$0.0044
317GoogleGemini 3.5 Flash$1.50$9.00$0.0045$0.0045
318Moonshot AIKimi K3$0.73$10.00$0.0050$0.0050
319~moonshotaiKimi Latest$0.73$10.00$0.0050$0.0050
320OpenAIGPT-5.1-Codex-Max$1.25$10.00$0.0050$0.0050
321OpenAIGPT-5.1$1.25$10.00$0.0050$0.0050
322OpenAIGPT-5.1-Codex$1.25$10.00$0.0050$0.0050
323OpenAIGPT-5$1.25$10.00$0.0050$0.0050
324GoogleGemini 2.5 Pro$1.25$10.00$0.0050$0.0050
325GoogleGemini 2.5 Pro Preview 06-05$1.25$10.00$0.0050$0.0050
326OpenAIGPT-6.1 Sol Pro$2.00$10.00$0.0050$0.0050
327OpenAIGPT-6.1 Sol$2.00$10.00$0.0050$0.0050
328AnthropicClaude Sonnet 5.5$2.00$10.00$0.0050$0.0050
329OpenAIGPT-6 Sol Pro$2.00$10.00$0.0050$0.0050
330OpenAIGPT-6 Sol$2.00$10.00$0.0050$0.0050
331AnthropicClaude Opus 5.5 (batch)$2.00$10.00$0.0050$0.0050
332~openaiGPT Sol Latest$2.00$10.00$0.0050$0.0050
333OpenAIGPT-5.6 Sol Pro$2.00$10.00$0.0050$0.0050
334OpenAIGPT-5.6 Sol$2.00$10.00$0.0050$0.0050
335AnthropicClaude Sonnet 5$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
344~openaiGPT Terra Latest$2.00$12.00$0.0060$0.0060
345OpenAIGPT-5.6 Terra Pro$2.00$12.00$0.0060$0.0060
346OpenAIGPT-5.6 Terra$2.00$12.00$0.0060$0.0060
347~googleGemini Pro Latest$2.00$12.00$0.0060$0.0060
348GoogleGemini 3.1 Pro Preview Custom Tools$2.00$12.00$0.0060$0.0060
349GoogleGemini 3.1 Pro Preview$2.00$12.00$0.0060$0.0060
350AlibabaQwen3.8 Max Prime$4.00$12.00$0.0060$0.0060
351AnthropicClaude Opus 5 (batch)$2.50$12.50$0.0063$0.0063
352AnthropicClaude Opus 4.8 (batch)$2.50$12.50$0.0063$0.0063
353AnthropicClaude Opus 4.7 (batch)$2.50$12.50$0.0063$0.0063
354AnthropicClaude Opus 4.6 (batch)$2.50$12.50$0.0063$0.0063
355AnthropicClaude Opus 4.5 (batch)$2.50$12.50$0.0063$0.0063
356AmazonNova Premier 1.0$2.50$12.50$0.0063$0.0063
357OpenAIGPT-5.3-Codex$1.75$14.00$0.0070$0.0070
358OpenAIGPT-5.2-Codex$1.75$14.00$0.0070$0.0070
359OpenAIGPT-5.2 Chat$1.75$14.00$0.0070$0.0070
360OpenAIGPT-5.2$1.75$14.00$0.0070$0.0070
361OpenAIGPT-5.5 (batch)$2.50$15.00$0.0075$0.0075
362OpenAIGPT-5.4$2.50$15.00$0.0075$0.0075
363fireworksEmber-1$3.00$15.00$0.0075$0.0075
364AnthropicClaude Sonnet 4.6$3.00$15.00$0.0075$0.0075
365PerplexitySonar Pro Search$3.00$15.00$0.0075$0.0075
366AnthropicClaude Sonnet 4.5$3.00$15.00$0.0075$0.0075
367AnthropicClaude Sonnet 4$3.00$15.00$0.0075$0.0075
368PerplexitySonar Pro$3.00$15.00$0.0075$0.0075
369OpenAIGPT-4o (2024-05-13)$5.00$15.00$0.0075$0.0075
370OpenAIGPT-4 Turbo (batch)$5.00$15.00$0.0075$0.0075
371metaMuse Wonder$4.00$20.00$0.0100$0.0100
372AnthropicClaude Opus 5.5$4.00$20.00$0.0100$0.0100
373~anthropicClaude Opus Latest$4.00$20.00$0.0100$0.0100
374OpenAIGPT-6 Astra (batch)$5.00$25.00$0.0125$0.0125
375OpenAIGPT-6 Astra Pro (batch)$5.00$25.00$0.0125$0.0125
376AnthropicClaude Fable 5.1 (batch)$5.00$25.00$0.0125$0.0125
377AnthropicClaude Opus 5$5.00$25.00$0.0125$0.0125
378AnthropicClaude Fable 5 (batch)$5.00$25.00$0.0125$0.0125
379AnthropicClaude Opus 4.8$5.00$25.00$0.0125$0.0125
380AnthropicClaude Opus 4.7$5.00$25.00$0.0125$0.0125
381AnthropicClaude Opus 4.6$5.00$25.00$0.0125$0.0125
382AnthropicClaude Opus 4.5$5.00$25.00$0.0125$0.0125
383sakanaFugu Ultra v2$5.00$30.00$0.0150$0.0150
384sakanaFugu Ultra$5.00$30.00$0.0150$0.0150
385OpenAIGPT Chat Latest$5.00$30.00$0.0150$0.0150
386OpenAIGPT-5.5$5.00$30.00$0.0150$0.0150
387OpenAIGPT-4 Turbo$10.00$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 GLM 5.3 Flash (batch)'s live input and output rates to estimate cost per call and total spend.

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