Model-specific pricing calculator

inclusionai Ling 3.1 Flash Pricing Calculator

Estimate what inclusionai Ling 3.1 Flash costs at your workload, then compare it against the rest of the llm market without leaving the page.

Provider

inclusionai

Billing

Free

Category

LLM

Rank #238

Context

262.1K tokens

Pricing page Full model page

440 comparable models

LLM market

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Configure Usage

Monthly input tokens10M

1M100M

Monthly output tokens5M

1M100M

Time Period

This Model

Ling 3.1 Flash

inclusionai

Profile

$0.00/mo

Quality: 40

Rank #227$0.00 per 1M tokens

0.0000 less than the cheapest peer at this usage.

Cheapest

Gemma 4 31B (free)

Google

$0.00/mo

Best Value

GPT-5.6 Luna Pro (batch)

OpenAI

$2.45/mo

Quality: 89

Input: $1.40Output: $1.05

Estimated Monthly Cost440 models

#	Model	Provider	Quality	Cost per 1M tokens	In / Out Split	Est. Monthly
1	Gemma 4 31B (free)Cheapest	Google	80.6	Free	--	$0.00
2	Inkling (free)	thinkingmachines	73.2	Free	--	$0.00
3	Qwen3.8 27B (free)	Alibaba	73.1	Free	--	$0.00
4	Gemma 4 26B A4B (free)	Google	72.9	Free	--	$0.00
5	Inkling Small (free)	thinkingmachines	68.7	Free	--	$0.00
6	Ling 3.1 FlashFocus	inclusionai	40	Free	--	$0.00
7	Apodex 1.1 Mini (free)	apodex	40	Free	--	$0.00
8	Ling 3.0 Flash Sante (free)	inclusionai	40	Free	--	$0.00
9	Dots3-Note Preview (free)	dots-studio	40	Free	--	$0.00
10	LFM2.5-2.6B (free)	Liquid AI	40	Free	--	$0.00
11	Nemotron 3.5 Lightning (free)	NVIDIA	40	Free	--	$0.00
12	Laguna S 2.1 (free)	poolside	40	Free	--	$0.00
13	Laguna XS 2.1 (free)	poolside	40	Free	--	$0.00
14	North Mini Code (free)	Cohere	40	Free	--	$0.00
15	Nemotron 3.5 Content Safety (free)	NVIDIA	40	Free	--	$0.00
16	Nemotron 3 Ultra (free)	NVIDIA	40	Free	--	$0.00
17	Nemotron 3 Nano Omni (free)	NVIDIA	40	Free	--	$0.00
18	Lyria 3 Pro Preview	Google	40	Free	--	$0.00
19	Lyria 3 Clip Preview	Google	40	Free	--	$0.00
20	Nemotron 3 Super (free)	NVIDIA	40	Free	--	$0.00
21	ALLaM 34B	HUMAIN	40	Free	--	$0.00
22	Falcon-H1-Arabic 34B Instruct	TII	40	Free	--	$0.00
23	Falcon-H1-Arabic 7B Instruct	TII	40	Free	--	$0.00
24	Falcon-H1-Arabic 3B Instruct	TII	40	Free	--	$0.00
25	Falcon Arabic 7B Instruct	TII	40	Free	--	$0.00
26	Falcon3 10B Instruct	TII	40	Free	--	$0.00
27	Falcon3 7B Instruct	TII	40	Free	--	$0.00
28	ALLaM 7B Instruct (preview)	HUMAIN	34.9	Free	--	$0.00
29	Falcon Mamba 7B Instruct	TII	33.1	Free	--	$0.00
30	Space Bunny Alpha	stealth	20.2	Free	--	$0.00
31	Mistral Nemo	Mistral AI	40	$0.03	$0.10 / $0.07	$0.18
32	Ling 3.0 Flash VL	inclusionai	40	$0.04	$0.16 / $0.12	$0.29
33	Ling 3.0 Flash	inclusionai	40	$0.04	$0.17 / $0.13	$0.29
34	DeepSeek V4 Flash 0423	DeepSeek	40	$0.04	$0.17 / $0.13	$0.29
35	gpt-oss-20b	OpenAI	57.6	$0.05	$0.22 / $0.16	$0.38
36	Llama 3.1 8B Instruct	Meta	44.5	$0.07	$0.26 / $0.20	$0.46
37	Granite 4.0 Micro	IBM	40	$0.07	$0.26 / $0.20	$0.46
38	Mistral Small 3	Mistral AI	40	$0.07	$0.26 / $0.20	$0.46
39	gpt-oss-20b (batch)	OpenAI	57.6	$0.07	$0.27 / $0.20	$0.48
40	Ministral 3 8B 2512 (batch)	Mistral AI	40	$0.07	$0.30 / $0.22	$0.52
41	Gemma 3 4B	Google	40	$0.07	$0.30 / $0.22	$0.52
42	Qwen3.7 Flash	Alibaba	40	$0.08	$0.32 / $0.24	$0.56
43	gpt-oss-120b (batch)	OpenAI	61.6	$0.08	$0.33 / $0.25	$0.58
44	Nova Micro 1.0	Amazon	40	$0.09	$0.35 / $0.26	$0.62
45	Schematron V2 Turbo	inference-net	40	$0.09	$0.36 / $0.27	$0.63
46	Laguna XS 2.1	poolside	40	$0.09	$0.36 / $0.27	$0.63
47	Command R7B (12-2024)	Cohere	35.8	$0.09	$0.38 / $0.28	$0.66
48	Mercury 2.5	Inception	60.8	$0.10	$0.38 / $0.28	$0.67
49	Reka Edge	rekaai	40	$0.10	$0.40 / $0.30	$0.70
50	Ministral 3 3B 2512	Mistral AI	40	$0.10	$0.40 / $0.30	$0.70
51	Gemma 3 12B	Google	40	$0.10	$0.40 / $0.30	$0.70
52	gpt-oss-120b	OpenAI	61.6	$0.10	$0.42 / $0.31	$0.73
53	Phi 4	Microsoft	60.2	$0.10	$0.42 / $0.32	$0.74
54	Nemotron 3.5 Lightning	NVIDIA	40	$0.11	$0.44 / $0.33	$0.77
55	Hy-MT2-1.8B	Tencent	40	$0.11	$0.44 / $0.33	$0.78
56	GPT-5 Nano (batch)	OpenAI	76.8	$0.11	$0.45 / $0.34	$0.78
57	Llama 3.2 1B Instruct	Meta	17.8	$0.11	$0.46 / $0.34	$0.80
58	Ling 3.0 Flash Fin	inclusionai	40	$0.12	$0.48 / $0.36	$0.84
59	Qwen3 30B A3B Instruct 2507	Alibaba	40	$0.12	$0.48 / $0.36	$0.85
60	Gemini 2.5 Flash Lite (batch)	Google	79.1	$0.13	$0.50 / $0.38	$0.88
61	Qwen3.5-9B	Alibaba	66.5	$0.13	$0.50 / $0.38	$0.88
62	GPT-4.1 Nano (batch)	OpenAI	58.9	$0.13	$0.50 / $0.38	$0.88
63	Solar Mini 4	Upstage	40	$0.13	$0.50 / $0.38	$0.88
64	Nemotron 3 Nano 30B A3B	NVIDIA	40	$0.13	$0.50 / $0.38	$0.88
65	GLM 5.3 Flash (batch)	Zhipu AI	77.8	$0.13	$0.52 / $0.39	$0.91
66	Laguna S 2.1	poolside	40	$0.14	$0.54 / $0.41	$0.95
67	Schematron V2 Small	inference-net	40	$0.14	$0.56 / $0.42	$0.98
68	GPT-6 Luna Pro (batch)	OpenAI	40	$0.15	$0.60 / $0.45	$1.05
69	GPT-6 Luna (batch)	OpenAI	40	$0.15	$0.60 / $0.45	$1.05
70	Muse Spark 1.3 Contributor	meta	40	$0.15	$0.60 / $0.45	$1.05
71	Muse Spark 1.2 Contributor	meta	40	$0.15	$0.60 / $0.45	$1.05
72	Ministral 3 8B 2512	Mistral AI	40	$0.15	$0.60 / $0.45	$1.05
73	UI-TARS 7B	ByteDance	40	$0.15	$0.60 / $0.45	$1.05
74	Reka Flash 3	rekaai	40	$0.15	$0.60 / $0.45	$1.05
75	Nova Lite 1.0	Amazon	40	$0.15	$0.60 / $0.45	$1.05
76	Qwen2.5 7B Instruct	Alibaba	38.1	$0.15	$0.60 / $0.45	$1.05
77	Granite 4.2 8B	IBM	54	$0.15	$0.62 / $0.46	$1.09
78	Qwen3.5-Flash	Alibaba	68.4	$0.16	$0.65 / $0.49	$1.14
79	Mistral Small 3.2 24B	Mistral AI	40	$0.17	$0.69 / $0.52	$1.20
80	Qwen3 Coder 30B A3B Instruct	Alibaba	40	$0.17	$0.70 / $0.53	$1.23
81	Llama Guard 4 12B	Meta	40	$0.18	$0.72 / $0.54	$1.26
82	Qwen3 14B	Alibaba	40	$0.18	$0.72 / $0.54	$1.26
83	Qwen3 32B	Alibaba	40	$0.18	$0.72 / $0.54	$1.26
84	Hy-MT2-30B-A3B	Tencent	40	$0.18	$0.74 / $0.56	$1.30
85	Hy-MT2-7B	Tencent	40	$0.18	$0.74 / $0.56	$1.30
86	GPT-4o-mini (batch)	OpenAI	62.5	$0.19	$0.75 / $0.56	$1.32
87	Mistral Small 4 (batch)	Mistral AI	40	$0.19	$0.75 / $0.56	$1.32
88	Seed 1.6 Flash	ByteDance	40	$0.19	$0.75 / $0.56	$1.32
89	gpt-oss-safeguard-20b	OpenAI	40	$0.19	$0.75 / $0.56	$1.32
90	Llama 3.2 3B Instruct	Meta	34.3	$0.19	$0.76 / $0.57	$1.33
91	Gemma 4 26B A4B	Google	72.9	$0.20	$0.78 / $0.58	$1.37
92	Step 3.5 Flash	StepFun	66	$0.20	$0.80 / $0.60	$1.40
93	Llama 4 Scout	Meta	60.2	$0.20	$0.80 / $0.60	$1.40
94	Nemotron 3.5 Content Safety	NVIDIA	40	$0.20	$0.80 / $0.60	$1.40
95	Ministral 3 14B 2512	Mistral AI	40	$0.20	$0.80 / $0.60	$1.40
96	Voxtral Small 24B 2507	Mistral AI	40	$0.20	$0.80 / $0.60	$1.40
97	Hy3	Tencent	74.5	$0.21	$0.82 / $0.62	$1.44
98	MiMo-V2.6-Flash	Xiaomi	75.4	$0.21	$0.84 / $0.63	$1.47
99	MiMo-V2.5	Xiaomi	73	$0.21	$0.84 / $0.63	$1.47
100	Llama 3.3 70B Instruct	Meta	66.8	$0.21	$0.84 / $0.63	$1.47
101	Gemma 4 31B	Google	80.6	$0.21	$0.86 / $0.65	$1.51
102	Qwen3 235B A22B Instruct 2507	Alibaba	64.7	$0.22	$0.88 / $0.66	$1.53
103	DeepSeek Flash Latest	~deepseek	40	$0.22	$0.88 / $0.66	$1.54
104	DeepSeek V4.1 Flash	DeepSeek	40	$0.22	$0.88 / $0.66	$1.54
105	DeepSeek V4.1 Flash (batch)	DeepSeek	40	$0.22	$0.90 / $0.67	$1.57
106	GPT-5 Nano	OpenAI	61.9	$0.23	$0.90 / $0.68	$1.58
107	Solar Pro 4	Upstage	40	$0.23	$0.90 / $0.68	$1.58
108	GLM 4.7 Flash	Zhipu AI	63.3	$0.23	$0.92 / $0.69	$1.61
109	Gemini 2.5 Flash Lite	Google	79.1	$0.25	$1.00 / $0.75	$1.75
110	GPT-4.1 Nano	OpenAI	42.1	$0.25	$1.00 / $0.75	$1.75
111	Seed-2.0-Mini	ByteDance	40	$0.25	$1.00 / $0.75	$1.75
112	Qwen3 VL 32B Instruct	Alibaba	40	$0.26	$1.04 / $0.78	$1.82
113	DeepSeek Pro Latest	~deepseek	40	$0.26	$1.06 / $0.79	$1.85
114	Nemotron 3 Super	NVIDIA	40	$0.27	$1.06 / $0.80	$1.86
115	Gemma 3 27B	Google	40	$0.27	$1.06 / $0.80	$1.86
116	Qwen3 8B	Alibaba	61	$0.29	$1.14 / $0.86	$2.00
117	Qwen3 VL 8B Instruct	Alibaba	40	$0.29	$1.14 / $0.86	$2.00
118	Ternary Bonsai 2 27B	prism-ml	40	$0.29	$1.15 / $0.86	$2.02
119	GPT-6 Luna Pro	OpenAI	40	$0.30	$1.20 / $0.90	$2.10
120	GPT-6 Luna	OpenAI	40	$0.30	$1.20 / $0.90	$2.10
121	GPT Luna Latest	~openai	40	$0.30	$1.20 / $0.90	$2.10
122	Codestral 2508 (batch)	Mistral AI	40	$0.30	$1.20 / $0.90	$2.10
123	Qwen3 30B A3B	Alibaba	64.1	$0.31	$1.24 / $0.93	$2.17
124	Qwen3.8 Omni Flash	Alibaba	40	$0.31	$1.24 / $0.93	$2.17
125	Qwen3.8 Flash	Alibaba	40	$0.31	$1.24 / $0.93	$2.17
126	DeepSeek V4 Pro 0423	DeepSeek	40	$0.31	$1.25 / $0.94	$2.19
127	DeepSeek V3.2 Exp	DeepSeek	70.1	$0.34	$1.36 / $1.02	$2.38
128	GPT-5.6 Luna Pro (batch)Best Value	OpenAI	89	$0.35	$1.40 / $1.05	$2.45
129	GPT-5.6 Luna (batch)	OpenAI	89	$0.35	$1.40 / $1.05	$2.45
130	DeepSeek V3.2	DeepSeek	83.4	$0.35	$1.40 / $1.05	$2.45
131	Hunyuan A13B Instruct	Tencent	40	$0.35	$1.42 / $1.07	$2.49
132	GPT-5.4 Nano (batch)	OpenAI	79.3	$0.36	$1.45 / $1.09	$2.54
133	GPT-4o-mini	OpenAI	69.3	$0.38	$1.50 / $1.13	$2.63
134	GPT-4o-mini (2024-07-18)	OpenAI	56.5	$0.38	$1.50 / $1.13	$2.63
135	Command R (08-2024)	Cohere	48.7	$0.38	$1.50 / $1.13	$2.63
136	Mistral Small 4	Mistral AI	40	$0.38	$1.50 / $1.13	$2.63
137	Solar Pro 3	Upstage	40	$0.38	$1.50 / $1.13	$2.63
138	Qwen3 VL 30B A3B Instruct	Alibaba	40	$0.38	$1.50 / $1.13	$2.63
139	Qwen2.5 72B Instruct	Alibaba	40	$0.38	$1.52 / $1.14	$2.66
140	Hy3 preview	Tencent	67.9	$0.39	$1.56 / $1.17	$2.73
141	Llama 3.1 70B Instruct	Meta	65.3	$0.40	$1.60 / $1.20	$2.80
142	Saba	Mistral AI	40	$0.40	$1.60 / $1.20	$2.80
143	Llama 4 Maverick	Meta	70.7	$0.42	$1.68 / $1.26	$2.94
144	DeepSeek V4 Flash Vision Exp	DeepSeek	40	$0.43	$1.72 / $1.29	$3.02
145	Gemini 3.1 Flash Lite (batch)	Google	23.6	$0.44	$1.75 / $1.31	$3.07
146	Mistral Small 3.1 24B	Mistral AI	40	$0.45	$1.81 / $1.36	$3.17
147	Qwen3 Coder Next	Alibaba	40	$0.46	$1.84 / $1.38	$3.22
148	GLM 5.3 Flash	Zhipu AI	77.8	$0.46	$1.85 / $1.39	$3.24
149	GLM Flash Latest	~z-ai	40	$0.46	$1.85 / $1.39	$3.24
150	GLM 4.5 Air	Zhipu AI	70.7	$0.49	$1.96 / $1.47	$3.43
151	Mistral Large 3 2512 (batch)	Mistral AI	67	$0.50	$2.00 / $1.50	$3.50
152	Mercury 2	Inception	60.5	$0.50	$2.00 / $1.50	$3.50
153	GPT-4.1 Mini (batch)	OpenAI	58.9	$0.50	$2.00 / $1.50	$3.50
154	GPT-3.5 Turbo (batch)	OpenAI	40	$0.50	$2.00 / $1.50	$3.50
155	Qwen Plus 0728	Alibaba	40	$0.52	$2.08 / $1.56	$3.64
156	Qwen-Plus	Alibaba	40	$0.52	$2.08 / $1.56	$3.64
157	MiniMax M2.7	MiniMax	69.3	$0.53	$2.10 / $1.58	$3.68
158	Trinity Large Thinking	arcee-ai	62.8	$0.53	$2.10 / $1.58	$3.68
159	GPT-5 Mini (batch)	OpenAI	76.8	$0.56	$2.25 / $1.69	$3.94
160	Qwen3.5-35B-A3B	Alibaba	75.9	$0.57	$2.30 / $1.72	$4.02
161	Qwen3.6 35B A3B	Alibaba	40	$0.57	$2.30 / $1.72	$4.02
162	Qwen3 Coder Flash	Alibaba	40	$0.58	$2.34 / $1.76	$4.10
163	DeepSeek V3.1	DeepSeek	69.5	$0.60	$2.40 / $1.80	$4.20
164	Qwen3 Next 80B A3B Instruct	Alibaba	66.7	$0.60	$2.40 / $1.80	$4.20
165	GLM 4.6V	Zhipu AI	65.7	$0.60	$2.40 / $1.80	$4.20
166	Mistral Medium 3.1 (batch)	Mistral AI	40	$0.60	$2.40 / $1.80	$4.20
167	Codestral 2508	Mistral AI	40	$0.60	$2.40 / $1.80	$4.20
168	WizardLM-2 8x22B	Microsoft	28.8	$0.62	$2.48 / $1.86	$4.34
169	DeepSeek V3	DeepSeek	69.5	$0.64	$2.57 / $1.93	$4.50
170	DeepSeek V4 Flash Latest	~deepseek	40	$0.64	$2.58 / $1.93	$4.51
171	DeepSeek V4 Flash 0731	DeepSeek	40	$0.64	$2.58 / $1.93	$4.51
172	Gemma 2 27B	Google	77.4	$0.65	$2.60 / $1.95	$4.55
173	DeepSeek V3.1 Terminus	DeepSeek	69.3	$0.65	$2.60 / $1.95	$4.55
174	Qwen3 Coder 480B A35B	Alibaba	40	$0.65	$2.60 / $1.95	$4.55
175	MiniMax-01	MiniMax	40	$0.65	$2.60 / $1.95	$4.55
176	MiMo-V2.6-Pro	Xiaomi	78.5	$0.65	$2.61 / $1.96	$4.57
177	MiMo-V2.5-Pro	Xiaomi	76.2	$0.65	$2.61 / $1.96	$4.57
178	Qwen3.6 Flash	Alibaba	40	$0.66	$2.62 / $1.97	$4.59
179	MiniMax M2.5	MiniMax	71.6	$0.68	$2.70 / $2.03	$4.73
180	Qwen3 Next 80B A3B Thinking	Alibaba	63.9	$0.68	$2.70 / $2.03	$4.73
181	Step 3.7 Flash	StepFun	40	$0.68	$2.70 / $2.03	$4.73
182	GPT-5.6 Luna Pro	OpenAI	89	$0.70	$2.80 / $2.10	$4.90
183	GPT-5.6 Luna	OpenAI	89	$0.70	$2.80 / $2.10	$4.90
184	Gemini 2.5 Flash (batch)	Google	79.1	$0.70	$2.80 / $2.10	$4.90
185	Gemini 3.5 Flash Lite (batch)	Google	76.3	$0.70	$2.80 / $2.10	$4.90
186	DeepSeek V3 0324	DeepSeek	71.8	$0.71	$2.86 / $2.15	$5.01
187	GPT-5.4 Nano	OpenAI	79.3	$0.72	$2.90 / $2.18	$5.07
188	MiniMax M3	MiniMax	73.7	$0.75	$3.00 / $2.25	$5.25
189	MiniMax M2	MiniMax	70.8	$0.75	$3.00 / $2.25	$5.25
190	MiniMax M2.1	MiniMax	69.9	$0.75	$3.00 / $2.25	$5.25
191	MiniMax M2-her	MiniMax	68	$0.75	$3.00 / $2.25	$5.25
192	LongCat 2.0	Meituan	40	$0.75	$3.00 / $2.25	$5.25
193	Qwen3.7 Plus	Alibaba	75.6	$0.80	$3.20 / $2.40	$5.60
194	GLM 5.3 FlashX	Zhipu AI	77.8	$0.81	$3.24 / $2.43	$5.67
195	Inkling Small	thinkingmachines	68.5	$0.82	$3.30 / $2.47	$5.78
196	Perceptron Mk1.5	perceptron	40	$0.82	$3.30 / $2.47	$5.78
197	Perceptron Mk1	perceptron	40	$0.82	$3.30 / $2.47	$5.78
198	Qwen2.5 Coder 32B Instruct	Alibaba	40	$0.83	$3.32 / $2.49	$5.81
199	ERNIE 4.5 VL 424B A47B	Baidu	40	$0.83	$3.34 / $2.51	$5.85
200	Gemini 3 Flash Preview (batch)	Google	88.4	$0.88	$3.50 / $2.63	$6.13
201	Gemini 3.1 Flash Lite Preview	Google	79.4	$0.88	$3.50 / $2.63	$6.13
202	Gemini 3.1 Flash Lite	Google	23.6	$0.88	$3.50 / $2.63	$6.13
203	Qwen3.5-27B	Alibaba	77	$0.88	$3.51 / $2.63	$6.15
204	Command A+	Cohere	53.2	$0.90	$3.60 / $2.70	$6.30
205	Qwen2.5 VL 72B Instruct	Alibaba	40	$0.90	$3.60 / $2.70	$6.30
206	Qwen3.5 Plus 2026-02-15	Alibaba	40	$0.91	$3.64 / $2.73	$6.37
207	Muse Glimmer 30B	meta	40	$0.93	$3.70 / $2.78	$6.48
208	Mistral Large 3 2512	Mistral AI	67	$1.00	$4.00 / $3.00	$7.00
209	GPT-4.1 Mini	OpenAI	56.2	$1.00	$4.00 / $3.00	$7.00
210	Sonar	Perplexity	40	$1.00	$4.00 / $3.00	$7.00
211	GPT-3.5 Turbo	OpenAI	40	$1.00	$4.00 / $3.00	$7.00
212	Aion 3.5 Mini	aion-labs	40	$1.05	$4.20 / $3.15	$7.35
213	Aion-3.0-Mini	aion-labs	40	$1.05	$4.20 / $3.15	$7.35
214	Qwen3.5 Plus 2026-04-20	Alibaba	40	$1.05	$4.20 / $3.15	$7.35
215	Qwen3 VL 235B A22B Instruct	Alibaba	69.2	$1.05	$4.22 / $3.16	$7.39
216	GLM 4.6	Zhipu AI	70.4	$1.09	$4.36 / $3.27	$7.63
217	GPT-5.1-Codex-Mini	OpenAI	87.8	$1.13	$4.50 / $3.37	$7.88
218	Gemini 3.8 Flash (batch)	Google	81	$1.13	$4.50 / $3.37	$7.88
219	GPT-5 Mini	OpenAI	53.8	$1.13	$4.50 / $3.37	$7.88
220	Gemini 3.7 Flash (batch)	Google	40	$1.13	$4.50 / $3.37	$7.88
221	Gemini 3.6 Flash (batch)	Google	40	$1.13	$4.50 / $3.37	$7.88
222	Seed-2.0-Lite	ByteDance	40	$1.13	$4.50 / $3.37	$7.88
223	Seed 1.6	ByteDance	40	$1.13	$4.50 / $3.37	$7.88
224	Kimi K2.6	Moonshot AI	75.8	$1.13	$4.52 / $3.39	$7.92
225	Qwen3.6 Plus	Alibaba	74.1	$1.14	$4.55 / $3.41	$7.97
226	Qwen3 235B A22B	Alibaba	54	$1.14	$4.55 / $3.41	$7.97
227	Qwen3 VL 8B Thinking	Alibaba	40	$1.14	$4.56 / $3.42	$7.98
228	Qwen3.5-122B-A10B	Alibaba	77.7	$1.17	$4.68 / $3.51	$8.19
229	GLM 4.5V	Zhipu AI	62.2	$1.20	$4.80 / $3.60	$8.40
230	Aion-2.0	aion-labs	40	$1.20	$4.80 / $3.60	$8.40
231	Devstral 2 2512	Mistral AI	40	$1.20	$4.80 / $3.60	$8.40
232	Mistral Medium 3.1	Mistral AI	40	$1.20	$4.80 / $3.60	$8.40
233	Mistral Medium 3	Mistral AI	14.6	$1.20	$4.80 / $3.60	$8.40
234	GLM 5.3 (batch)	Zhipu AI	78.6	$1.23	$4.90 / $3.68	$8.58
235	GLM 5	Zhipu AI	78	$1.26	$5.04 / $3.78	$8.82
236	Qwen3 235B A22B Thinking 2507	Alibaba	65.3	$1.26	$5.06 / $3.79	$8.86
237	Qwen3 30B A3B Thinking 2507	Alibaba	64	$1.30	$5.20 / $3.90	$9.10
238	Qwen3 VL 30B A3B Thinking	Alibaba	40	$1.30	$5.20 / $3.90	$9.10
239	GPT-5.4 Mini (batch)	OpenAI	79.3	$1.31	$5.25 / $3.94	$9.19
240	DeepSeek V4 Pro 0813	DeepSeek	40	$1.32	$5.28 / $3.96	$9.24
241	R1 0528	DeepSeek	79.4	$1.32	$5.30 / $3.97	$9.28
242	Kimi K2.5	Moonshot AI	47.5	$1.35	$5.40 / $4.05	$9.45
243	o4 Mini (batch)	OpenAI	81.4	$1.38	$5.50 / $4.13	$9.63
244	o3 Mini (batch)	OpenAI	74.3	$1.38	$5.50 / $4.13	$9.63
245	MiniMax M1	MiniMax	70.8	$1.38	$5.50 / $4.13	$9.63
246	Gemini 2.5 Flash	Google	79.1	$1.40	$5.60 / $4.20	$9.80
247	Gemini 3.5 Flash Lite	Google	76.3	$1.40	$5.60 / $4.20	$9.80
248	GLM 4.5	Zhipu AI	75.1	$1.40	$5.60 / $4.20	$9.80
249	GLM 4.7	Zhipu AI	72.6	$1.40	$5.60 / $4.20	$9.80
250	Nova 2 Lite	Amazon	60.3	$1.40	$5.60 / $4.20	$9.80
251	Kimi K2 0711	Moonshot AI	40	$1.44	$5.74 / $4.31	$10.05
252	Grok 4.3 (batch)	xAI	81	$1.50	$6.00 / $4.50	$10.50
253	Claude Haiku 4.5 (batch)	Anthropic	69.9	$1.50	$6.00 / $4.50	$10.50
254	Composer 2	Cursor	65.7	$1.50	$6.00 / $4.50	$10.50
255	Seed 2.1 Turbo	ByteDance	40	$1.50	$6.00 / $4.50	$10.50
256	Nemotron 3 Ultra	NVIDIA	40	$1.50	$6.00 / $4.50	$10.50
257	Grok Build 0.1	xAI	40	$1.50	$6.00 / $4.50	$10.50
258	GPT Audio Mini	OpenAI	40	$1.50	$6.00 / $4.50	$10.50
259	GPT-3.5 Turbo (older v0613)	OpenAI	40	$1.50	$6.00 / $4.50	$10.50
260	Hy4 preview	Tencent	40	$1.50	$6.00 / $4.50	$10.51
261	Kimi K2 Thinking	Moonshot AI	40	$1.55	$6.20 / $4.65	$10.85
262	Kimi K2 0905	Moonshot AI	40	$1.55	$6.20 / $4.65	$10.85
263	R1	DeepSeek	73.8	$1.60	$6.40 / $4.80	$11.20
264	Qwen3.8 27B	Alibaba	73.6	$1.71	$6.84 / $5.13	$11.97
265	Gemini 3 Flash Preview	Google	88.4	$1.75	$7.00 / $5.25	$12.25
266	Seed-2.0-Code	ByteDance	40	$1.75	$7.00 / $5.25	$12.25
267	GPT-3.5 Turbo Instruct	OpenAI	34.6	$1.75	$7.00 / $5.25	$12.25
268	Qwen3.6 27B	Alibaba	40	$1.76	$7.04 / $5.28	$12.32
269	ALLaM 1 13B Instruct	HUMAIN	31.5	$1.80	$7.20 / $5.40	$12.60
270	KAT-Coder-Pro V2.5	Kuaishou	40	$1.85	$7.40 / $5.55	$12.95
271	Grok 4.20	xAI	88.8	$1.88	$7.50 / $5.63	$13.13
272	Grok 4.20 Multi-Agent	xAI	87.9	$1.88	$7.50 / $5.63	$13.13
273	Grok 4.3	xAI	81	$1.88	$7.50 / $5.63	$13.13
274	Qwen3 Coder Plus	Alibaba	40	$1.95	$7.80 / $5.85	$13.65
275	GLM 5.1	Zhipu AI	75.3	$2.00	$7.99 / $5.99	$13.99
276	Pareto 26.10 Preview	unbiased	40	$2.00	$8.00 / $6.00	$14.00
277	Nova Pro 1.0	Amazon	40	$2.00	$8.00 / $6.00	$14.00
278	Kimi K2.7 Code	Moonshot AI	40	$2.01	$8.04 / $6.03	$14.08
279	Qwen3.5 397B A17B	Alibaba	79.4	$2.02	$8.10 / $6.07	$14.18
280	GLM Latest	~z-ai	40	$2.06	$8.24 / $6.18	$14.42
281	GLM 5.2	Zhipu AI	78.6	$2.20	$8.80 / $6.60	$15.40
282	Qwen3 VL 235B A22B Thinking	Alibaba	67.6	$2.20	$8.80 / $6.60	$15.40
283	Gemini 3.8 Flash	Google	81	$2.25	$9.00 / $6.75	$15.75
284	Gemini 3.7 Flash	Google	40	$2.25	$9.00 / $6.75	$15.75
285	Gemini 3.6 Flash	Google	40	$2.25	$9.00 / $6.75	$15.75
286	Mistral Medium 3.5 (batch)	Mistral AI	40	$2.25	$9.00 / $6.75	$15.75
287	Gemini Flash Latest	~google	40	$2.25	$9.00 / $6.75	$15.75
288	Qwen3 Max Thinking	Alibaba	68.2	$2.34	$9.36 / $7.02	$16.38
289	Qwen3 Max	Alibaba	67.4	$2.34	$9.36 / $7.02	$16.38
290	Sakana Namazu	sakana	40	$2.48	$9.90 / $7.43	$17.33
291	o3 (batch)	OpenAI	86.7	$2.50	$10.00 / $7.50	$17.50
292	Inkling	thinkingmachines	72.9	$2.50	$10.00 / $7.50	$17.50
293	GPT-4.1 (batch)	OpenAI	67.7	$2.50	$10.00 / $7.50	$17.50
294	GLM 5V Turbo	Zhipu AI	72.5	$2.60	$10.40 / $7.80	$18.20
295	GLM 5 Turbo	Zhipu AI	71	$2.60	$10.40 / $7.80	$18.20
296	GPT-5.4 Mini	OpenAI	79.3	$2.63	$10.50 / $7.88	$18.38
297	Gemini 3.5 Flash (batch)	Google	79	$2.63	$10.50 / $7.88	$18.38
298	GPT Mini Latest	~openai	40	$2.63	$10.50 / $7.88	$18.38
299	o4 Mini	OpenAI	81.4	$2.75	$11.00 / $8.25	$19.25
300	Muse Spark 1.1	meta	80.8	$2.75	$11.00 / $8.25	$19.25
301	o3 Mini	OpenAI	75.3	$2.75	$11.00 / $8.25	$19.25
302	o4 Mini High	OpenAI	72.1	$2.75	$11.00 / $8.25	$19.25
303	o3 Mini High	OpenAI	64.1	$2.75	$11.00 / $8.25	$19.25
304	Muse Spark 1.3	meta	40	$2.75	$11.00 / $8.25	$19.25
305	Muse Spark 1.2	meta	40	$2.75	$11.00 / $8.25	$19.25
306	GPT-5 (batch)	OpenAI	88.7	$2.81	$11.25 / $8.44	$19.69
307	GPT-5.1 (batch)	OpenAI	87.8	$2.81	$11.25 / $8.44	$19.69
308	Gemini 2.5 Pro (batch)	Google	83.5	$2.81	$11.25 / $8.44	$19.69
309	GLM 5.3	Zhipu AI	77	$2.90	$11.60 / $8.70	$20.30
310	Qwen3.7 Max	Alibaba	40	$2.95	$11.80 / $8.85	$20.65
311	GPT-5.6 Sol Pro (batch)	OpenAI	89	$3.00	$12.00 / $9.00	$21.00
312	GPT-5.6 Sol (batch)	OpenAI	89	$3.00	$12.00 / $9.00	$21.00
313	Claude Haiku 4.5	Anthropic	69.9	$3.00	$12.00 / $9.00	$21.00
314	Claude Sonnet 5.5 (batch)	Anthropic	40	$3.00	$12.00 / $9.00	$21.00
315	GPT-6 Sol Pro (batch)	OpenAI	40	$3.00	$12.00 / $9.00	$21.00
316	GPT-6 Sol (batch)	OpenAI	40	$3.00	$12.00 / $9.00	$21.00
317	Claude Sonnet 5 (batch)	Anthropic	40	$3.00	$12.00 / $9.00	$21.00
318	Claude Haiku Latest	~anthropic	40	$3.00	$12.00 / $9.00	$21.00
319	GPT-4o (batch)	OpenAI	72	$3.13	$12.50 / $9.38	$21.88
320	Palmyra X5	Writer	40	$3.30	$13.20 / $9.90	$23.10
321	Gemini 3.1 Pro Preview (batch)	Google	92.2	$3.50	$14.00 / $10.50	$24.50
322	GPT-5.6 Terra Pro (batch)	OpenAI	89	$3.50	$14.00 / $10.50	$24.50
323	GPT-5.6 Terra (batch)	OpenAI	89	$3.50	$14.00 / $10.50	$24.50
324	GPT-3.5 Turbo 16k	OpenAI	40	$3.50	$14.00 / $10.50	$24.50
325	Qwen3.6 Max Preview	Alibaba	74.8	$3.60	$14.38 / $10.79	$25.17
326	GPT-5.2 (batch)	OpenAI	90.5	$3.94	$15.75 / $11.81	$27.57
327	Grok 4.7	xAI	88.3	$4.00	$16.00 / $12.00	$28.00
328	Grok 4.6	xAI	88.3	$4.00	$16.00 / $12.00	$28.00
329	Grok 4.5	xAI	77.4	$4.00	$16.00 / $12.00	$28.00
330	Mistral Large	Mistral AI	65.9	$4.00	$16.00 / $12.00	$28.00
331	Mixtral 8x22B Instruct	Mistral AI	63.4	$4.00	$16.00 / $12.00	$28.00
332	Mistral Large 2407	Mistral AI	56.2	$4.00	$16.00 / $12.00	$28.00
333	Fugu Max	sakana	40	$4.00	$16.00 / $12.00	$28.00
334	Qwen3.8 Max (0902)	Alibaba	40	$4.00	$16.00 / $12.00	$28.00
335	Qwen3.8 2.4T A95B	Alibaba	40	$4.00	$16.00 / $12.00	$28.00
336	Grok Latest	~x-ai	40	$4.00	$16.00 / $12.00	$28.00
337	GPT-5.4 (batch)	OpenAI	91.9	$4.38	$17.50 / $13.13	$30.63
338	Claude Sonnet 4.6 (batch)	Anthropic	85.2	$4.50	$18.00 / $13.50	$31.50
339	Claude Sonnet 4.5 (batch)	Anthropic	82.4	$4.50	$18.00 / $13.50	$31.50
340	Mistral Medium 3.5	Mistral AI	71.7	$4.50	$18.00 / $13.50	$31.50
341	Composer 2 Fast	Cursor	65.7	$4.50	$18.00 / $13.50	$31.50
342	Aion 3.5	aion-labs	40	$4.50	$18.00 / $13.50	$31.50
343	Aion-3.0	aion-labs	40	$4.50	$18.00 / $13.50	$31.50
344	o3	OpenAI	86.7	$5.00	$20.00 / $15.00	$35.00
345	GPT-4.1	OpenAI	67.7	$5.00	$20.00 / $15.00	$35.00
346	Pareto	unbiased	40	$5.00	$20.00 / $15.00	$35.00
347	Sonar Reasoning Pro	Perplexity	40	$5.00	$20.00 / $15.00	$35.00
348	Sonar Deep Research	Perplexity	40	$5.00	$20.00 / $15.00	$35.00
349	Gemini 3.5 Flash	Google	79	$5.25	$21.00 / $15.75	$36.75
350	GPT-5	OpenAI	88.7	$5.63	$22.50 / $16.88	$39.38
351	GPT-5.1-Codex-Max	OpenAI	87.8	$5.63	$22.50 / $16.88	$39.38
352	GPT-5.1	OpenAI	87.8	$5.63	$22.50 / $16.88	$39.38
353	GPT-5.1-Codex	OpenAI	87.8	$5.63	$22.50 / $16.88	$39.38
354	Gemini 2.5 Pro	Google	83.5	$5.63	$22.50 / $16.88	$39.38
355	Gemini 2.5 Pro Preview 06-05	Google	83.5	$5.63	$22.50 / $16.88	$39.38
356	GLM 5.3 Prime	Zhipu AI	78.6	$5.80	$23.20 / $17.40	$40.60
357	GPT-5.6 Sol	OpenAI	89	$6.00	$24.00 / $18.00	$42.00
358	GPT-6.1 Sol Pro	OpenAI	40	$6.00	$24.00 / $18.00	$42.00
359	GPT-6.1 Sol	OpenAI	40	$6.00	$24.00 / $18.00	$42.00
360	Claude Sonnet 5.5	Anthropic	40	$6.00	$24.00 / $18.00	$42.00
361	GPT-6 Sol Pro	OpenAI	40	$6.00	$24.00 / $18.00	$42.00
362	GPT-6 Sol	OpenAI	40	$6.00	$24.00 / $18.00	$42.00
363	Claude Opus 5.5 (batch)	Anthropic	40	$6.00	$24.00 / $18.00	$42.00
364	GPT Sol Latest	~openai	40	$6.00	$24.00 / $18.00	$42.00
365	Claude Sonnet 5	Anthropic	40	$6.00	$24.00 / $18.00	$42.00
366	Claude Sonnet Latest	~anthropic	40	$6.00	$24.00 / $18.00	$42.00
367	GPT-4o (2024-08-06)	OpenAI	71.2	$6.25	$25.00 / $18.75	$43.75
368	GPT-4o	OpenAI	71.2	$6.25	$25.00 / $18.75	$43.75
369	GPT-4o (2024-11-20)	OpenAI	52.9	$6.25	$25.00 / $18.75	$43.75
370	Command A	Cohere	50.8	$6.25	$25.00 / $18.75	$43.75
371	Command R+ (08-2024)	Cohere	48.7	$6.25	$25.00 / $18.75	$43.75
372	GPT Audio	OpenAI	40	$6.25	$25.00 / $18.75	$43.75
373	MiMo-V2.6-Pro-UltraSpeed	Xiaomi	78.5	$6.53	$26.10 / $19.58	$45.68
374	Kimi K3 (batch)	Moonshot AI	40	$6.84	$27.36 / $20.52	$47.88
375	Gemini 3.1 Pro Preview Custom Tools	Google	92.2	$7.00	$28.00 / $21.00	$49.00
376	Gemini 3.1 Pro Preview	Google	92.2	$7.00	$28.00 / $21.00	$49.00
377	GPT-5.6 Terra Pro	OpenAI	89	$7.00	$28.00 / $21.00	$49.00
378	GPT-5.6 Terra	OpenAI	89	$7.00	$28.00 / $21.00	$49.00
379	GPT Terra Latest	~openai	40	$7.00	$28.00 / $21.00	$49.00
380	Gemini Pro Latest	~google	40	$7.00	$28.00 / $21.00	$49.00
381	Kimi Latest	~moonshotai	40	$7.17	$28.68 / $21.51	$50.19
382	Claude Opus 4.7 (batch)	Anthropic	95.1	$7.50	$30.00 / $22.50	$52.50
383	Claude Opus 4.8 (batch)	Anthropic	94.6	$7.50	$30.00 / $22.50	$52.50
384	Claude Opus 4.6 (batch)	Anthropic	90.4	$7.50	$30.00 / $22.50	$52.50
385	Claude Opus 4.5 (batch)	Anthropic	85.1	$7.50	$30.00 / $22.50	$52.50
386	Claude Opus 5 (batch)	Anthropic	40	$7.50	$30.00 / $22.50	$52.50
387	Nova Premier 1.0	Amazon	40	$7.50	$30.00 / $22.50	$52.50
388	GPT-5.2-Codex	OpenAI	90.5	$7.88	$31.50 / $23.63	$55.13
389	GPT-5.2	OpenAI	90.5	$7.88	$31.50 / $23.63	$55.13
390	GPT-5.3-Codex	OpenAI	88.7	$7.88	$31.50 / $23.63	$55.13
391	GPT-5.2 Chat	OpenAI	77.3	$7.88	$31.50 / $23.63	$55.13
392	Qwen3.8 Max Prime	Alibaba	40	$8.00	$32.00 / $24.00	$56.00
393	Kimi K3	Moonshot AI	40	$8.10	$32.40 / $24.30	$56.70
394	GPT-5.5 (batch)	OpenAI	92.7	$8.75	$35.00 / $26.25	$61.25
395	GPT-5.4	OpenAI	91.9	$8.75	$35.00 / $26.25	$61.25
396	Claude Sonnet 4.6	Anthropic	85.2	$9.00	$36.00 / $27.00	$63.00
397	Claude Sonnet 4.5	Anthropic	82.4	$9.00	$36.00 / $27.00	$63.00
398	Claude Sonnet 4	Anthropic	73.9	$9.00	$36.00 / $27.00	$63.00
399	Ember-1	fireworks	40	$9.00	$36.00 / $27.00	$63.00
400	Sonar Pro Search	Perplexity	40	$9.00	$36.00 / $27.00	$63.00
401	Sonar Pro	Perplexity	40	$9.00	$36.00 / $27.00	$63.00
402	GPT-4o (2024-05-13)	OpenAI	71.2	$10.00	$40.00 / $30.00	$70.00
403	GPT-4 Turbo (batch)	OpenAI	61.5	$10.00	$40.00 / $30.00	$70.00
404	GPT-5.6 Sol Pro	OpenAI	89	$12.00	$48.00 / $36.00	$84.00
405	Claude Opus 5.5	Anthropic	40	$12.00	$48.00 / $36.00	$84.00
406	Claude Opus Latest	~anthropic	40	$12.00	$48.00 / $36.00	$84.00
407	Claude Fable 5.1 (batch)	Anthropic	95.9	$15.00	$60.00 / $45.00	$105.00
408	Claude Fable 5 (batch)	Anthropic	95.9	$15.00	$60.00 / $45.00	$105.00
409	Claude Opus 4.7	Anthropic	95.1	$15.00	$60.00 / $45.00	$105.00
410	Claude Opus 4.8	Anthropic	94.6	$15.00	$60.00 / $45.00	$105.00
411	Claude Opus 4.6	Anthropic	90.4	$15.00	$60.00 / $45.00	$105.00
412	Claude Opus 4.5	Anthropic	85.1	$15.00	$60.00 / $45.00	$105.00
413	GPT-6 Astra (batch)	OpenAI	81.8	$15.00	$60.00 / $45.00	$105.00
414	GPT-6 Astra Pro (batch)	OpenAI	81.8	$15.00	$60.00 / $45.00	$105.00
415	Claude Opus 5	Anthropic	40	$15.00	$60.00 / $45.00	$105.00
416	GPT-5.5	OpenAI	92.7	$17.50	$70.00 / $52.50	$122.50
417	Fugu Ultra v2	sakana	40	$17.50	$70.00 / $52.50	$122.50
418	Fugu Ultra	sakana	40	$17.50	$70.00 / $52.50	$122.50
419	GPT Chat Latest	OpenAI	40	$17.50	$70.00 / $52.50	$122.50
420	GPT-4 Turbo	OpenAI	66.7	$20.00	$80.00 / $60.00	$140.00
421	Claude Opus 4.1 (batch)	Anthropic	75.2	$22.50	$90.00 / $67.50	$157.50
422	Claude Fable 5.1	Anthropic	95.9	$30.00	$120.00 / $90.00	$210.00
423	Claude Fable 5	Anthropic	95.9	$30.00	$120.00 / $90.00	$210.00
424	GPT-6 Astra	OpenAI	81.8	$30.00	$120.00 / $90.00	$210.00
425	GPT-6 Astra Pro	OpenAI	81.8	$30.00	$120.00 / $90.00	$210.00
426	GPT Astra Latest	~openai	40	$30.00	$120.00 / $90.00	$210.00
427	Claude Fable Latest	~anthropic	40	$30.00	$120.00 / $90.00	$210.00
428	GPT-5 Pro (batch)	OpenAI	88.7	$33.75	$135.00 / $101.25	$236.25
429	o1	OpenAI	74.4	$37.50	$150.00 / $112.50	$262.50
430	Claude Opus 4.1	Anthropic	74.4	$45.00	$180.00 / $135.00	$315.00
431	GPT-4	OpenAI	64.9	$45.00	$180.00 / $135.00	$315.00
432	GPT-5.2 Pro (batch)	OpenAI	90.5	$47.25	$189.00 / $141.75	$330.75
433	o3 Pro	OpenAI	86.7	$50.00	$200.00 / $150.00	$350.00
434	GPT-5.5 Pro (batch)	OpenAI	92.7	$52.50	$210.00 / $157.50	$367.50
435	GPT-5.4 Pro (batch)	OpenAI	91.9	$52.50	$210.00 / $157.50	$367.50
436	GPT-5 Pro	OpenAI	88.7	$67.50	$270.00 / $202.50	$472.50
437	GPT-5.2 Pro	OpenAI	90.5	$94.50	$378.00 / $283.50	$661.50
438	GPT-5.4 Pro	OpenAI	91.9	$105.00	$420.00 / $315.00	$735.00
439	GPT-5.5 Pro	OpenAI	90.8	$105.00	$420.00 / $315.00	$735.00
440	o1-pro	OpenAI	73.6	$375.00	$1,500.00 / $1,125.00	$2,625.00

Frequently Asked Questions

This page uses the live rates we track for Ling 3.1 Flash and applies them to the workload sliders below. You can estimate monthly or annual spend, then compare the same workload against other llm models.

A model price only becomes useful in context. This calculator keeps Ling 3.1 Flash pinned while showing where it sits versus cheaper peers, higher-quality peers, and the current best-value options in the same market.

Yes. The calculator reads the same live pricing data that powers the rest of LM Market Cap. When a provider updates rates, the estimates here update on the next refresh cycle.