Model-specific token counter

Claude Opus 4.8 (Fast) Token Counter

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

Provider

Anthropic

Input pricing

$10.00/M

Output pricing

$50.00/M

Market

LLM

285 comparable models

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Live input/output pricing

Your Text

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Cost Settings

Display Mode

Showing 0 tokens in your input text

Expected Response Tokens500

016,000

Number of API Calls1

110,000

This Model at Your Token Count

Claude Opus 4.8 (Fast)

Anthropic

Profile

Input

$10.00/M

Output

$50.00/M

Cost / Call

$0.0250

Total Cost

$0.0250

$0.0250 more than the cheapest visible model for this exact prompt and call volume.

Cost Estimates285 models

#	Provider	Model	Input $/M	Output $/M	Est. Cost/Call	Total Cost↑
1	inclusionai	Ling-2.6-flash	$0.01	$0.03	$0.000015	$0.000015
2	Meta	Llama 3.1 8B Instruct	$0.02	$0.03	$0.000015	$0.000015
3	Mistral AI	Mistral Nemo	$0.02	$0.03	$0.000015	$0.000015
4	Mistral AI	Mistral Small 3	$0.05	$0.08	$0.000040	$0.000040
5	Alibaba	Qwen2.5 7B Instruct	$0.04	$0.10	$0.000050	$0.000050
6	IBM	Granite 4.1 8B	$0.05	$0.10	$0.000050	$0.000050
7	Google	Gemma 3 4B	$0.05	$0.10	$0.000050	$0.000050
8	rekaai	Reka Edge	$0.10	$0.10	$0.000050	$0.000050
9	Mistral AI	Ministral 3 3B 2512	$0.10	$0.10	$0.000050	$0.000050
10	IBM	Granite 4.0 Micro	$0.02	$0.11	$0.000056	$0.000056
11	poolside	Laguna XS 2.1	$0.06	$0.12	$0.000060	$0.000060
12	Google	Gemma 3n 4B	$0.06	$0.12	$0.000060	$0.000060
13	OpenAI	gpt-oss-20b	$0.03	$0.14	$0.000070	$0.000070
14	Amazon	Nova Micro 1.0	$0.04	$0.14	$0.000070	$0.000070
15	Microsoft	Phi 4	$0.07	$0.14	$0.000070	$0.000070
16	Cohere	Command R7B (12-2024)	$0.04	$0.15	$0.000075	$0.000075
17	Google	Gemma 3 12B	$0.05	$0.15	$0.000075	$0.000075
18	Alibaba	Qwen3.5-9B	$0.10	$0.15	$0.000075	$0.000075
19	Mistral AI	Ministral 3 8B 2512	$0.15	$0.15	$0.000075	$0.000075
20	DeepSeek	DeepSeek V4 Flash	$0.08	$0.15	$0.000077	$0.000077
21	Google	Gemma 3 27B	$0.08	$0.16	$0.000080	$0.000080
22	OpenAI	gpt-oss-120b	$0.04	$0.18	$0.000090	$0.000090
23	Meta	Llama Guard 4 12B	$0.18	$0.18	$0.000090	$0.000090
24	Alibaba	Qwen3 30B A3B Instruct 2507	$0.05	$0.19	$0.000097	$0.000097
25	NVIDIA	Nemotron 3 Nano 30B A3B	$0.05	$0.20	$0.000100	$0.000100
26	Mistral AI	Mistral Small 3.2 24B	$0.07	$0.20	$0.000100	$0.000100
27	ByteDance	UI-TARS 7B	$0.10	$0.20	$0.000100	$0.000100
28	rekaai	Reka Flash 3	$0.10	$0.20	$0.000100	$0.000100
29	Mistral AI	Ministral 3 14B 2512	$0.20	$0.20	$0.000100	$0.000100
30	Meta	Llama 3.2 1B Instruct	$0.03	$0.20	$0.0001	$0.0001
31	Tencent	Hy3 preview	$0.06	$0.21	$0.0001	$0.0001
32	Amazon	Nova Lite 1.0	$0.06	$0.24	$0.0001	$0.0001
33	Alibaba	Qwen3 14B	$0.10	$0.24	$0.0001	$0.0001
34	Alibaba	Qwen3.5-Flash	$0.07	$0.26	$0.0001	$0.0001
35	Alibaba	Qwen3 Coder 30B A3B Instruct	$0.07	$0.27	$0.0001	$0.0001
36	Alibaba	Qwen3 32B	$0.08	$0.28	$0.0001	$0.0001
37	Xiaomi	MiMo-V2.5	$0.10	$0.28	$0.0001	$0.0001
38	ByteDance	Seed 1.6 Flash	$0.07	$0.30	$0.0001	$0.0001
39	OpenAI	gpt-oss-safeguard-20b	$0.07	$0.30	$0.0001	$0.0001
40	StepFun	Step 3.5 Flash	$0.10	$0.30	$0.0001	$0.0001
41	Mistral AI	Voxtral Small 24B 2507	$0.10	$0.30	$0.0001	$0.0001
42	Meta	Llama 4 Scout	$0.10	$0.30	$0.0001	$0.0001
43	Meta	Llama 3.3 70B Instruct	$0.10	$0.32	$0.0002	$0.0002
44	DeepSeek	DeepSeek V3.2	$0.21	$0.32	$0.0002	$0.0002
45	Meta	Llama 3.2 3B Instruct	$0.05	$0.33	$0.0002	$0.0002
46	Google	Gemma 4 26B A4B	$0.06	$0.33	$0.0002	$0.0002
47	Meta	Llama 3.2 11B Vision Instruct	$0.34	$0.34	$0.0002	$0.0002
48	Google	Gemma 4 31B	$0.12	$0.35	$0.0002	$0.0002
49	OpenAI	GPT-5 Nano	$0.05	$0.40	$0.0002	$0.0002
50	Zhipu AI	GLM 4.7 Flash	$0.06	$0.40	$0.0002	$0.0002
51	ByteDance	Seed-2.0-Mini	$0.10	$0.40	$0.0002	$0.0002
52	Google	Gemini 2.5 Flash Lite	$0.10	$0.40	$0.0002	$0.0002
53	OpenAI	GPT-4.1 Nano	$0.10	$0.40	$0.0002	$0.0002
54	poolside	Laguna M.1	$0.20	$0.40	$0.0002	$0.0002
55	Alibaba	Qwen2.5 72B Instruct	$0.36	$0.40	$0.0002	$0.0002
56	NVIDIA	Llama 3.3 Nemotron Super 49B V1.5	$0.40	$0.40	$0.0002	$0.0002
57	Meta	Llama 3.1 70B Instruct	$0.40	$0.40	$0.0002	$0.0002
58	DeepSeek	DeepSeek V3.2 Exp	$0.27	$0.41	$0.0002	$0.0002
59	Alibaba	Qwen3 VL 32B Instruct	$0.10	$0.42	$0.0002	$0.0002
60	NVIDIA	Nemotron 3 Super	$0.08	$0.45	$0.0002	$0.0002
61	Alibaba	Qwen3 VL 8B Instruct	$0.12	$0.45	$0.0002	$0.0002
62	Alibaba	Qwen3 8B	$0.12	$0.45	$0.0002	$0.0002
63	Alibaba	Qwen3 30B A3B	$0.12	$0.50	$0.0003	$0.0003
64	Allen AI	Olmo 3 32B Think	$0.15	$0.50	$0.0003	$0.0003
65	Alibaba	Qwen3 VL 30B A3B Instruct	$0.13	$0.52	$0.0003	$0.0003
66	Alibaba	Qwen3 235B A22B Instruct 2507	$0.09	$0.55	$0.0003	$0.0003
67	Mistral AI	Mistral Small 3.1 24B	$0.35	$0.55	$0.0003	$0.0003
68	Tencent	Hunyuan A13B Instruct	$0.14	$0.57	$0.0003	$0.0003
69	Tencent	Hy3	$0.14	$0.58	$0.0003	$0.0003
70	Mistral AI	Mistral Small 4	$0.15	$0.60	$0.0003	$0.0003
71	Upstage	Solar Pro 3	$0.15	$0.60	$0.0003	$0.0003
72	OpenAI	GPT-4o-mini Search Preview	$0.15	$0.60	$0.0003	$0.0003
73	Cohere	Command R (08-2024)	$0.15	$0.60	$0.0003	$0.0003
74	OpenAI	GPT-4o-mini (2024-07-18)	$0.15	$0.60	$0.0003	$0.0003
75	OpenAI	GPT-4o-mini	$0.15	$0.60	$0.0003	$0.0003
76	Mistral AI	Saba	$0.20	$0.60	$0.0003	$0.0003
77	Microsoft	WizardLM-2 8x22B	$0.62	$0.62	$0.0003	$0.0003
78	inclusionai	Ring-2.6-1T	$0.07	$0.63	$0.0003	$0.0003
79	inclusionai	Ling-2.6-1T	$0.07	$0.63	$0.0003	$0.0003
80	Google	Gemma 2 27B	$0.65	$0.65	$0.0003	$0.0003
81	Inception	Mercury 2	$0.25	$0.75	$0.0004	$0.0004
82	Alibaba	Qwen2.5 VL 72B Instruct	$0.25	$0.75	$0.0004	$0.0004
83	Alibaba	Qwen3 Next 80B A3B Thinking	$0.10	$0.78	$0.0004	$0.0004
84	Alibaba	Qwen Plus 0728 (thinking)	$0.26	$0.78	$0.0004	$0.0004
85	Alibaba	Qwen Plus 0728	$0.26	$0.78	$0.0004	$0.0004
86	Alibaba	Qwen-Plus	$0.26	$0.78	$0.0004	$0.0004
87	DeepSeek	DeepSeek V3.1	$0.21	$0.79	$0.0004	$0.0004
88	Alibaba	Qwen3 Coder Next	$0.11	$0.80	$0.0004	$0.0004
89	Meta	Llama 4 Maverick	$0.20	$0.80	$0.0004	$0.0004
90	arcee-ai	Trinity Large Thinking	$0.25	$0.80	$0.0004	$0.0004
91	arcee-ai	Coder Large	$0.50	$0.80	$0.0004	$0.0004
92	DeepSeek	R1 Distill Llama 70B	$0.80	$0.80	$0.0004	$0.0004
93	DeepSeek	DeepSeek V3	$0.20	$0.80	$0.0004	$0.0004
94	Zhipu AI	GLM 4.5 Air	$0.13	$0.85	$0.0004	$0.0004
95	DeepSeek	DeepSeek V4 Pro	$0.43	$0.87	$0.0004	$0.0004
96	Xiaomi	MiMo-V2.5-Pro	$0.43	$0.87	$0.0004	$0.0004
97	Alibaba	Qwen3 VL 235B A22B Instruct	$0.20	$0.88	$0.0004	$0.0004
98	MiniMax	MiniMax M2.5	$0.15	$0.90	$0.0004	$0.0004
99	DeepSeek	DeepSeek V3 0324	$0.24	$0.90	$0.0004	$0.0004
100	Zhipu AI	GLM 4.6V	$0.30	$0.90	$0.0004	$0.0004
101	Mistral AI	Codestral 2508	$0.30	$0.90	$0.0004	$0.0004
102	DeepSeek	DeepSeek V3.1 Terminus	$0.27	$0.95	$0.0005	$0.0005
103	MiniMax	MiniMax M2.7	$0.24	$0.96	$0.0005	$0.0005
104	Alibaba	Qwen3 Coder Flash	$0.20	$0.97	$0.0005	$0.0005
105	Alibaba	Qwen3.6 35B A3B	$0.14	$1.00	$0.0005	$0.0005
106	Alibaba	Qwen3.5-35B-A3B	$0.14	$1.00	$0.0005	$0.0005
107	Alibaba	Qwen2.5 Coder 32B Instruct	$0.66	$1.00	$0.0005	$0.0005
108	Perplexity	Sonar	$1.00	$1.00	$0.0005	$0.0005
109	MiniMax	MiniMax M2	$0.26	$1.02	$0.0005	$0.0005
110	Alibaba	Qwen3 Next 80B A3B Instruct	$0.09	$1.10	$0.0006	$0.0006
111	MiniMax	MiniMax-01	$0.20	$1.10	$0.0006	$0.0006
112	Alibaba	Qwen3.6 Flash	$0.19	$1.13	$0.0006	$0.0006
113	StepFun	Step 3.7 Flash	$0.20	$1.15	$0.0006	$0.0006
114	MiniMax	MiniMax M3	$0.30	$1.20	$0.0006	$0.0006
115	Kuaishou	KAT-Coder-Pro V2	$0.30	$1.20	$0.0006	$0.0006
116	MiniMax	MiniMax M2-her	$0.30	$1.20	$0.0006	$0.0006
117	MiniMax	MiniMax M2.1	$0.30	$1.20	$0.0006	$0.0006
118	arcee-ai	Virtuoso Large	$0.75	$1.20	$0.0006	$0.0006
119	OpenAI	GPT-5.4 Nano	$0.20	$1.25	$0.0006	$0.0006
120	Anthropic	Claude 3 Haiku	$0.25	$1.25	$0.0006	$0.0006
121	Baidu	ERNIE 4.5 VL 424B A47B	$0.42	$1.25	$0.0006	$0.0006
122	deepcogito	Cogito v2.1 671B	$1.25	$1.25	$0.0006	$0.0006
123	Alibaba	Qwen3.7 Plus	$0.32	$1.28	$0.0006	$0.0006
124	Zhipu AI	GLM 5.2	$0.42	$1.32	$0.0007	$0.0007
125	Alibaba	Qwen3 VL 8B Thinking	$0.12	$1.36	$0.0007	$0.0007
126	aion-labs	Aion-3.0-Mini	$0.70	$1.40	$0.0007	$0.0007
127	Alibaba	Qwen3 235B A22B Thinking 2507	$0.15	$1.50	$0.0007	$0.0007
128	perceptron	Perceptron Mk1	$0.15	$1.50	$0.0008	$0.0008
129	Google	Gemini 3.1 Flash Lite	$0.25	$1.50	$0.0008	$0.0008
130	Google	Gemini 3.1 Flash Lite Preview	$0.25	$1.50	$0.0008	$0.0008
131	Mistral AI	Mistral Large 3 2512	$0.50	$1.50	$0.0008	$0.0008
132	OpenAI	GPT-3.5 Turbo	$0.50	$1.50	$0.0008	$0.0008
133	Alibaba	Qwen3 VL 30B A3B Thinking	$0.13	$1.56	$0.0008	$0.0008
134	Alibaba	Qwen3 30B A3B Thinking 2507	$0.13	$1.56	$0.0008	$0.0008
135	Alibaba	Qwen3.5-27B	$0.20	$1.56	$0.0008	$0.0008
136	Alibaba	Qwen3.5 Plus 2026-02-15	$0.26	$1.56	$0.0008	$0.0008
137	OpenAI	GPT-4.1 Mini	$0.40	$1.60	$0.0008	$0.0008
138	aion-labs	Aion-2.0	$0.80	$1.60	$0.0008	$0.0008
139	Zhipu AI	GLM 4.7	$0.40	$1.75	$0.0009	$0.0009
140	Zhipu AI	GLM 4.6	$0.43	$1.75	$0.0009	$0.0009
141	Alibaba	Qwen3 Coder 480B A35B	$0.22	$1.80	$0.0009	$0.0009
142	Alibaba	Qwen3.5 Plus 2026-04-20	$0.30	$1.80	$0.0009	$0.0009
143	Zhipu AI	GLM 4.5V	$0.60	$1.80	$0.0009	$0.0009
144	HUMAIN	ALLaM 1 13B Instruct	$1.80	$1.80	$0.0009	$0.0009
145	Alibaba	Qwen3 235B A22B	$0.45	$1.82	$0.0009	$0.0009
146	Zhipu AI	GLM 5	$0.60	$1.92	$0.0010	$0.0010
147	Alibaba	Qwen3.6 Plus	$0.33	$1.95	$0.0010	$0.0010
148	ByteDance	Seed-2.0-Lite	$0.25	$2.00	$0.0010	$0.0010
149	ByteDance	Seed 1.6	$0.25	$2.00	$0.0010	$0.0010
150	OpenAI	GPT-5.1-Codex-Mini	$0.25	$2.00	$0.0010	$0.0010
151	OpenAI	GPT-5 Mini	$0.25	$2.00	$0.0010	$0.0010
152	Mistral AI	Devstral 2 2512	$0.40	$2.00	$0.0010	$0.0010
153	Mistral AI	Mistral Medium 3.1	$0.40	$2.00	$0.0010	$0.0010
154	Mistral AI	Mistral Medium 3	$0.40	$2.00	$0.0010	$0.0010
155	xAI	Grok Build 0.1	$1.00	$2.00	$0.0010	$0.0010
156	OpenAI	GPT-3.5 Turbo (older v0613)	$1.00	$2.00	$0.0010	$0.0010
157	OpenAI	GPT-3.5 Turbo Instruct	$1.50	$2.00	$0.0010	$0.0010
158	Moonshot AI	Kimi K2.5	$0.38	$2.02	$0.0010	$0.0010
159	Alibaba	Qwen3.5-122B-A10B	$0.26	$2.08	$0.0010	$0.0010
160	DeepSeek	R1 0528	$0.50	$2.15	$0.0011	$0.0011
161	MiniMax	MiniMax M1	$0.40	$2.20	$0.0011	$0.0011
162	NVIDIA	Nemotron 3 Ultra	$0.50	$2.20	$0.0011	$0.0011
163	Zhipu AI	GLM 4.5	$0.60	$2.20	$0.0011	$0.0011
164	Moonshot AI	Kimi K2 0711	$0.57	$2.30	$0.0011	$0.0011
165	Alibaba	Qwen3.6 27B	$0.29	$2.40	$0.0012	$0.0012
166	OpenAI	GPT Audio Mini	$0.60	$2.40	$0.0012	$0.0012
167	Alibaba	Qwen3.5 397B A17B	$0.39	$2.45	$0.0012	$0.0012
168	Amazon	Nova 2 Lite	$0.30	$2.50	$0.0013	$0.0013
169	Google	Gemini 2.5 Flash	$0.30	$2.50	$0.0013	$0.0013
170	Cursor	Composer 2	$0.50	$2.50	$0.0013	$0.0013
171	Moonshot AI	Kimi K2 Thinking	$0.60	$2.50	$0.0013	$0.0013
172	Moonshot AI	Kimi K2 0905	$0.60	$2.50	$0.0013	$0.0013
173	DeepSeek	R1	$0.70	$2.50	$0.0013	$0.0013
174	xAI	Grok 4.3	$1.25	$2.50	$0.0013	$0.0013
175	xAI	Grok 4.20 Multi-Agent	$1.25	$2.50	$0.0013	$0.0013
176	xAI	Grok 4.20	$1.25	$2.50	$0.0013	$0.0013
177	Alibaba	Qwen3 VL 235B A22B Thinking	$0.26	$2.60	$0.0013	$0.0013
178	Google	Gemini 3 Flash Preview	$0.50	$3.00	$0.0015	$0.0015
179	Zhipu AI	GLM 5.1	$0.97	$3.04	$0.0015	$0.0015
180	Amazon	Nova Pro 1.0	$0.80	$3.20	$0.0016	$0.0016
181	Alibaba	Qwen3 Coder Plus	$0.65	$3.25	$0.0016	$0.0016
182	~moonshotai	MoonshotAI Kimi Latest	$0.66	$3.41	$0.0017	$0.0017
183	Moonshot AI	Kimi K2.6	$0.66	$3.41	$0.0017	$0.0017
184	Moonshot AI	Kimi K2.7 Code	$0.72	$3.50	$0.0018	$0.0018
185	Alibaba	Qwen3.7 Max	$1.25	$3.75	$0.0019	$0.0019
186	Alibaba	Qwen3 Max Thinking	$0.78	$3.90	$0.0019	$0.0019
187	Alibaba	Qwen3 Max	$0.78	$3.90	$0.0019	$0.0019
188	Zhipu AI	GLM 5V Turbo	$1.20	$4.00	$0.0020	$0.0020
189	Zhipu AI	GLM 5 Turbo	$1.20	$4.00	$0.0020	$0.0020
190	OpenAI	GPT-3.5 Turbo 16k	$3.00	$4.00	$0.0020	$0.0020
191	OpenAI	o4 Mini High	$1.10	$4.40	$0.0022	$0.0022
192	OpenAI	o4 Mini	$1.10	$4.40	$0.0022	$0.0022
193	OpenAI	o3 Mini High	$1.10	$4.40	$0.0022	$0.0022
194	OpenAI	o3 Mini	$1.10	$4.40	$0.0022	$0.0022
195	~openai	OpenAI GPT Mini Latest	$0.75	$4.50	$0.0023	$0.0023
196	OpenAI	GPT-5.4 Mini	$0.75	$4.50	$0.0023	$0.0023
197	~anthropic	Anthropic Claude Haiku Latest	$1.00	$5.00	$0.0025	$0.0025
198	Anthropic	Claude Haiku 4.5	$1.00	$5.00	$0.0025	$0.0025
199	Writer	Palmyra X5	$0.60	$6.00	$0.0030	$0.0030
200	OpenAI	GPT-5.6 Luna Pro	$1.00	$6.00	$0.0030	$0.0030
201	OpenAI	GPT-5.6 Luna	$1.00	$6.00	$0.0030	$0.0030
202	xAI	Grok 4.5	$2.00	$6.00	$0.0030	$0.0030
203	~x-ai	Grok Latest	$2.00	$6.00	$0.0030	$0.0030
204	Mistral AI	Mistral Large 2407	$2.00	$6.00	$0.0030	$0.0030
205	Mistral AI	Mixtral 8x22B Instruct	$2.00	$6.00	$0.0030	$0.0030
206	Mistral AI	Mistral Large	$2.00	$6.00	$0.0030	$0.0030
207	aion-labs	Aion-3.0	$3.00	$6.00	$0.0030	$0.0030
208	Alibaba	Qwen3.6 Max Preview	$1.04	$6.24	$0.0031	$0.0031
209	Mistral AI	Mistral Medium 3.5	$1.50	$7.50	$0.0037	$0.0037
210	Cursor	Composer 2 Fast	$1.50	$7.50	$0.0037	$0.0037
211	OpenAI	o4 Mini Deep Research	$2.00	$8.00	$0.0040	$0.0040
212	AI21 Labs	Jamba Large 1.7	$2.00	$8.00	$0.0040	$0.0040
213	OpenAI	o3	$2.00	$8.00	$0.0040	$0.0040
214	OpenAI	GPT-4.1	$2.00	$8.00	$0.0040	$0.0040
215	Perplexity	Sonar Reasoning Pro	$2.00	$8.00	$0.0040	$0.0040
216	Perplexity	Sonar Deep Research	$2.00	$8.00	$0.0040	$0.0040
217	Google	Gemini 3.5 Flash	$1.50	$9.00	$0.0045	$0.0045
218	~google	Google Gemini Flash Latest	$1.50	$9.00	$0.0045	$0.0045
219	OpenAI	GPT-5.1-Codex-Max	$1.25	$10.00	$0.0050	$0.0050
220	OpenAI	GPT-5.1	$1.25	$10.00	$0.0050	$0.0050
221	OpenAI	GPT-5.1 Chat	$1.25	$10.00	$0.0050	$0.0050
222	OpenAI	GPT-5.1-Codex	$1.25	$10.00	$0.0050	$0.0050
223	OpenAI	GPT-5 Codex	$1.25	$10.00	$0.0050	$0.0050
224	OpenAI	GPT-5 Chat	$1.25	$10.00	$0.0050	$0.0050
225	OpenAI	GPT-5	$1.25	$10.00	$0.0050	$0.0050
226	Google	Gemini 2.5 Pro	$1.25	$10.00	$0.0050	$0.0050
227	Google	Gemini 2.5 Pro Preview 06-05	$1.25	$10.00	$0.0050	$0.0050
228	Google	Gemini 2.5 Pro Preview 05-06	$1.25	$10.00	$0.0050	$0.0050
229	Anthropic	Claude Sonnet 5	$2.00	$10.00	$0.0050	$0.0050
230	~anthropic	Anthropic Claude Sonnet Latest	$2.00	$10.00	$0.0050	$0.0050
231	OpenAI	GPT Audio	$2.50	$10.00	$0.0050	$0.0050
232	Cohere	Command A	$2.50	$10.00	$0.0050	$0.0050
233	OpenAI	GPT-4o Search Preview	$2.50	$10.00	$0.0050	$0.0050
234	OpenAI	GPT-4o (2024-11-20)	$2.50	$10.00	$0.0050	$0.0050
235	Inflection	Inflection 3 Productivity	$2.50	$10.00	$0.0050	$0.0050
236	Inflection	Inflection 3 Pi	$2.50	$10.00	$0.0050	$0.0050
237	Cohere	Command R+ (08-2024)	$2.50	$10.00	$0.0050	$0.0050
238	OpenAI	GPT-4o (2024-08-06)	$2.50	$10.00	$0.0050	$0.0050
239	OpenAI	GPT-4o	$2.50	$10.00	$0.0050	$0.0050
240	~google	Google Gemini Pro Latest	$2.00	$12.00	$0.0060	$0.0060
241	Google	Gemini 3.1 Pro Preview Custom Tools	$2.00	$12.00	$0.0060	$0.0060
242	Google	Gemini 3.1 Pro Preview	$2.00	$12.00	$0.0060	$0.0060
243	Amazon	Nova Premier 1.0	$2.50	$12.50	$0.0063	$0.0063
244	OpenAI	GPT-5.3 Chat	$1.75	$14.00	$0.0070	$0.0070
245	OpenAI	GPT-5.3-Codex	$1.75	$14.00	$0.0070	$0.0070
246	OpenAI	GPT-5.2-Codex	$1.75	$14.00	$0.0070	$0.0070
247	OpenAI	GPT-5.2 Chat	$1.75	$14.00	$0.0070	$0.0070
248	OpenAI	GPT-5.2	$1.75	$14.00	$0.0070	$0.0070
249	OpenAI	GPT-5.6 Terra Pro	$2.50	$15.00	$0.0075	$0.0075
250	OpenAI	GPT-5.6 Terra	$2.50	$15.00	$0.0075	$0.0075
251	OpenAI	GPT-5.4	$2.50	$15.00	$0.0075	$0.0075
252	Anthropic	Claude Sonnet 4.6	$3.00	$15.00	$0.0075	$0.0075
253	Perplexity	Sonar Pro Search	$3.00	$15.00	$0.0075	$0.0075
254	Anthropic	Claude Sonnet 4.5	$3.00	$15.00	$0.0075	$0.0075
255	Anthropic	Claude Sonnet 4	$3.00	$15.00	$0.0075	$0.0075
256	Perplexity	Sonar Pro	$3.00	$15.00	$0.0075	$0.0075
257	OpenAI	GPT-4o (2024-05-13)	$5.00	$15.00	$0.0075	$0.0075
258	Anthropic	Claude Opus 4.8	$5.00	$25.00	$0.0125	$0.0125
259	~anthropic	Claude Opus Latest	$5.00	$25.00	$0.0125	$0.0125
260	Anthropic	Claude Opus 4.7	$5.00	$25.00	$0.0125	$0.0125
261	Anthropic	Claude Opus 4.6	$5.00	$25.00	$0.0125	$0.0125
262	Anthropic	Claude Opus 4.5	$5.00	$25.00	$0.0125	$0.0125
263	OpenAI	GPT-5.6 Sol Pro	$5.00	$30.00	$0.0150	$0.0150
264	OpenAI	GPT-5.6 Sol	$5.00	$30.00	$0.0150	$0.0150
265	sakana	Fugu Ultra	$5.00	$30.00	$0.0150	$0.0150
266	OpenAI	GPT Chat Latest	$5.00	$30.00	$0.0150	$0.0150
267	~openai	OpenAI GPT Latest	$5.00	$30.00	$0.0150	$0.0150
268	OpenAI	GPT-5.5	$5.00	$30.00	$0.0150	$0.0150
269	OpenAI	GPT-4 Turbo	$10.00	$30.00	$0.0150	$0.0150
270	OpenAI	GPT-4 Turbo Preview	$10.00	$30.00	$0.0150	$0.0150
271	OpenAI	o3 Deep Research	$10.00	$40.00	$0.0200	$0.0200
272	~anthropic	Claude Fable Latest	$10.00	$50.00	$0.0250	$0.0250
273	Anthropic	Claude Fable 5	$10.00	$50.00	$0.0250	$0.0250
274	Anthropic	Claude Opus 4.8 (Fast)Focus	$10.00	$50.00	$0.0250	$0.0250
275	OpenAI	o1	$15.00	$60.00	$0.0300	$0.0300
276	OpenAI	GPT-4	$30.00	$60.00	$0.0300	$0.0300
277	Anthropic	Claude Opus 4.1	$15.00	$75.00	$0.0375	$0.0375
278	Anthropic	Claude Opus 4	$15.00	$75.00	$0.0375	$0.0375
279	OpenAI	o3 Pro	$20.00	$80.00	$0.0400	$0.0400
280	OpenAI	GPT-5 Pro	$15.00	$120.00	$0.0600	$0.0600
281	Anthropic	Claude Opus 4.7 (Fast)	$30.00	$150.00	$0.0750	$0.0750
282	OpenAI	GPT-5.2 Pro	$21.00	$168.00	$0.0840	$0.0840
283	OpenAI	GPT-5.5 Pro	$30.00	$180.00	$0.0900	$0.0900
284	OpenAI	GPT-5.4 Pro	$30.00	$180.00	$0.0900	$0.0900
285	OpenAI	o1-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 (Fast)'s live input and output rates to estimate cost per call and total spend.

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