Model-specific pricing calculator

Gemini 3.1 Pro Preview (batch) Pricing Calculator

Estimate what Gemini 3.1 Pro Preview (batch) costs at your workload, then compare it against the rest of the llm market without leaving the page.

Provider

Google

Billing

$1.00/M in · $6.00/M out

Category

LLM

Rank #14

Context

1.0M tokens

Pricing page Full model page Provider pricing

430 comparable models

LLM market

Select Category

Configure Usage

Monthly input tokens10M

1M100M

Monthly output tokens5M

1M100M

Time Period

This Model

Gemini 3.1 Pro Preview (batch)

Google

Profile

$24.50/mo

Quality: 92.2

Rank #11$3.50 per 1M tokens

Input: $14.00Output: $10.50

$24.50 more than the cheapest model 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 Cost430 models

#	Model	Provider	Quality	Cost per 1M tokens	In / Out Split	Est. Monthly
1	Gemma 4 31B (free)Cheapest	Google	75.9	Free	--	$0.00
2	Flint (free)	recursive	40	Free	--	$0.00
3	Xing4.0 29B A4B (free)	xingchen-agi	40	Free	--	$0.00
4	Nemotron 3.5 Super VL (free)	NVIDIA	40	Free	--	$0.00
5	Dots3-Note Preview (free)	dots-studio	40	Free	--	$0.00
6	LFM2.5-2.6B (free)	Liquid AI	40	Free	--	$0.00
7	Nemotron 3.5 Lightning (free)	NVIDIA	40	Free	--	$0.00
8	Inkling Small (free)	thinkingmachines	40	Free	--	$0.00
9	Laguna S 2.1 (free)	poolside	40	Free	--	$0.00
10	Inkling (free)	thinkingmachines	40	Free	--	$0.00
11	Laguna XS 2.1 (free)	poolside	40	Free	--	$0.00
12	North Mini Code (free)	Cohere	40	Free	--	$0.00
13	Nemotron 3.5 Content Safety (free)	NVIDIA	40	Free	--	$0.00
14	Nemotron 3 Ultra (free)	NVIDIA	40	Free	--	$0.00
15	Nemotron 3 Nano Omni (free)	NVIDIA	40	Free	--	$0.00
16	Gemma 4 26B A4B (free)	Google	40	Free	--	$0.00
17	Lyria 3 Pro Preview	Google	40	Free	--	$0.00
18	Lyria 3 Clip Preview	Google	40	Free	--	$0.00
19	ALLaM 34B	HUMAIN	40	Free	--	$0.00
20	Falcon-H1-Arabic 34B Instruct	TII	40	Free	--	$0.00
21	Falcon-H1-Arabic 7B Instruct	TII	40	Free	--	$0.00
22	Falcon-H1-Arabic 3B Instruct	TII	40	Free	--	$0.00
23	Falcon Arabic 7B Instruct	TII	40	Free	--	$0.00
24	Falcon3 10B Instruct	TII	40	Free	--	$0.00
25	Falcon3 7B Instruct	TII	40	Free	--	$0.00
26	ALLaM 7B Instruct (preview)	HUMAIN	33.7	Free	--	$0.00
27	Falcon Mamba 7B Instruct	TII	33.1	Free	--	$0.00
28	Summarize	scaledown	40	$0.02	$0.08 / $0.06	$0.14
29	Extract	scaledown	40	$0.02	$0.08 / $0.06	$0.14
30	Llama 3.1 8B Instruct	Meta	40.7	$0.03	$0.12 / $0.09	$0.21
31	Mistral Nemo	Mistral AI	40	$0.03	$0.12 / $0.09	$0.21
32	Ling 3.0 Flash	inclusionai	40	$0.04	$0.17 / $0.13	$0.29
33	gpt-oss-20b	OpenAI	40	$0.05	$0.22 / $0.16	$0.38
34	Mistral Small 3	Mistral AI	40	$0.07	$0.26 / $0.20	$0.46
35	gpt-oss-20b (batch)	OpenAI	40	$0.07	$0.27 / $0.20	$0.48
36	GLM Flash Latest	~z-ai	40	$0.07	$0.28 / $0.21	$0.48
37	Gemma 3 4B	Google	40	$0.07	$0.30 / $0.22	$0.52
38	Qwen3.7 Flash	Alibaba	40	$0.08	$0.32 / $0.24	$0.56
39	gpt-oss-120b (batch)	OpenAI	40	$0.08	$0.33 / $0.25	$0.58
40	Nova Micro 1.0	Amazon	40	$0.09	$0.35 / $0.26	$0.62
41	Schematron V2 Turbo	inference-net	40	$0.09	$0.36 / $0.27	$0.63
42	Laguna XS 2.1	poolside	40	$0.09	$0.36 / $0.27	$0.63
43	Command R7B (12-2024)	Cohere	35.8	$0.09	$0.38 / $0.28	$0.66
44	Mercury 2.5	Inception	40	$0.10	$0.38 / $0.28	$0.67
45	DeepSeek V4.1 Flash (batch)	DeepSeek	40	$0.10	$0.40 / $0.30	$0.70
46	Reka Edge	rekaai	40	$0.10	$0.40 / $0.30	$0.70
47	Ministral 3 3B 2512	Mistral AI	40	$0.10	$0.40 / $0.30	$0.70
48	Gemma 3 12B	Google	40	$0.10	$0.40 / $0.30	$0.70
49	Phi 4	Microsoft	61	$0.10	$0.42 / $0.32	$0.74
50	Ternary Bonsai 2 9B	prism-ml	40	$0.10	$0.42 / $0.32	$0.74
51	DeepSeek V4 Flash Latest	~deepseek	40	$0.11	$0.42 / $0.32	$0.74
52	Hy-MT2-1.8B	Tencent	40	$0.11	$0.44 / $0.33	$0.78
53	GPT-5 Nano (batch)	OpenAI	76.8	$0.11	$0.45 / $0.34	$0.78
54	Llama 3.2 1B Instruct	Meta	10.5	$0.11	$0.46 / $0.34	$0.80
55	GLM 5.3 Flash (batch)	Zhipu AI	69.7	$0.12	$0.46 / $0.35	$0.81
56	Ling 3.0 Flash VL	inclusionai	40	$0.12	$0.48 / $0.36	$0.84
57	GPT-4.1 Nano (batch)	OpenAI	58.9	$0.13	$0.50 / $0.38	$0.88
58	Solar Mini 4	Upstage	40	$0.13	$0.50 / $0.38	$0.88
59	Nemotron 3.5 Lightning	NVIDIA	40	$0.14	$0.54 / $0.41	$0.95
60	Laguna S 2.1	poolside	40	$0.14	$0.54 / $0.41	$0.95
61	DeepSeek V4 Flash 0423	DeepSeek	40	$0.14	$0.55 / $0.41	$0.96
62	Mistral Small 3.2 24B	Mistral AI	40	$0.14	$0.55 / $0.41	$0.96
63	Schematron V2 Small	inference-net	40	$0.14	$0.56 / $0.42	$0.98
64	Claude Haiku 5.5 (batch)	Anthropic	58	$0.15	$0.60 / $0.45	$1.05
65	Ling 3.1 Flash	inclusionai	40	$0.15	$0.60 / $0.45	$1.05
66	GPT-6 Luna Pro (batch)	OpenAI	40	$0.15	$0.60 / $0.45	$1.05
67	GPT-6 Luna (batch)	OpenAI	40	$0.15	$0.60 / $0.45	$1.05
68	Muse Spark 1.3 Contributor	meta	40	$0.15	$0.60 / $0.45	$1.05
69	Muse Spark 1.2 Contributor	meta	40	$0.15	$0.60 / $0.45	$1.05
70	Nemotron 3 Nano 30B A3B	NVIDIA	40	$0.15	$0.60 / $0.45	$1.05
71	Ministral 3 8B 2512	Mistral AI	40	$0.15	$0.60 / $0.45	$1.05
72	UI-TARS 7B	ByteDance	40	$0.15	$0.60 / $0.45	$1.05
73	Reka Flash 3	rekaai	40	$0.15	$0.60 / $0.45	$1.05
74	Nova Lite 1.0	Amazon	40	$0.15	$0.60 / $0.45	$1.05
75	Qwen2.5 7B Instruct	Alibaba	38.1	$0.15	$0.60 / $0.45	$1.05
76	Granite 4.2 8B	IBM	40	$0.15	$0.62 / $0.46	$1.09
77	Qwen3.5-Flash	Alibaba	40	$0.16	$0.65 / $0.49	$1.14
78	Qwen3 Coder 30B A3B Instruct	Alibaba	40	$0.17	$0.70 / $0.53	$1.23
79	DeepSeek V4 Flash 0731	DeepSeek	40	$0.18	$0.72 / $0.54	$1.25
80	Llama Guard 4 12B	Meta	40	$0.18	$0.72 / $0.54	$1.26
81	Qwen3 14B	Alibaba	40	$0.18	$0.72 / $0.54	$1.26
82	Qwen3 32B	Alibaba	40	$0.18	$0.72 / $0.54	$1.26
83	Hy-MT2-30B-A3B	Tencent	40	$0.18	$0.74 / $0.56	$1.30
84	Hy-MT2-7B	Tencent	40	$0.18	$0.74 / $0.56	$1.30
85	GPT-4o-mini (batch)	OpenAI	62.5	$0.19	$0.75 / $0.56	$1.32
86	Seed 1.6 Flash	ByteDance	40	$0.19	$0.75 / $0.56	$1.32
87	gpt-oss-safeguard-20b	OpenAI	40	$0.19	$0.75 / $0.56	$1.32
88	Llama 3.2 3B Instruct	Meta	29.4	$0.19	$0.76 / $0.57	$1.33
89	Gemma 4 26B A4B	Google	40	$0.20	$0.78 / $0.58	$1.37
90	Llama 4 Scout	Meta	60.2	$0.20	$0.80 / $0.60	$1.40
91	Nemotron 3.5 Content Safety	NVIDIA	40	$0.20	$0.80 / $0.60	$1.40
92	Step 3.5 Flash	StepFun	40	$0.20	$0.80 / $0.60	$1.40
93	Ministral 3 14B 2512	Mistral AI	40	$0.20	$0.80 / $0.60	$1.40
94	Voxtral Small 24B 2507	Mistral AI	40	$0.20	$0.80 / $0.60	$1.40
95	Qwen3 30B A3B Instruct 2507	Alibaba	40	$0.20	$0.80 / $0.60	$1.40
96	Llama 3.3 70B Instruct	Meta	66.8	$0.21	$0.84 / $0.63	$1.47
97	Qwen3.5-9B	Alibaba	66.5	$0.21	$0.84 / $0.63	$1.47
98	MiMo-V2.6-Flash	Xiaomi	40	$0.21	$0.84 / $0.63	$1.47
99	Gemma 3 27B	Google	40	$0.21	$0.86 / $0.65	$1.51
100	GPT-5 Nano	OpenAI	76.8	$0.23	$0.90 / $0.68	$1.58
101	Mercury 3	Inception	40	$0.23	$0.90 / $0.68	$1.58
102	GLM 4.7 Flash	Zhipu AI	20.9	$0.23	$0.92 / $0.69	$1.61
103	Gemini 2.5 Flash Lite	Google	79.1	$0.25	$1.00 / $0.75	$1.75
104	Seed-2.0-Mini	ByteDance	40	$0.25	$1.00 / $0.75	$1.75
105	GPT-4.1 Nano	OpenAI	29.4	$0.25	$1.00 / $0.75	$1.75
106	DeepSeek V4.1 Flash	DeepSeek	40	$0.28	$1.12 / $0.84	$1.96
107	Ternary Bonsai 2 27B	prism-ml	40	$0.29	$1.15 / $0.86	$2.02
108	Gemma 4 31B	Google	75.9	$0.30	$1.20 / $0.90	$2.10
109	Claude Haiku 5.5	Anthropic	58	$0.30	$1.20 / $0.90	$2.10
110	GPT-6 Luna Pro	OpenAI	40	$0.30	$1.20 / $0.90	$2.10
111	GPT-6 Luna	OpenAI	40	$0.30	$1.20 / $0.90	$2.10
112	GPT Luna Latest	~openai	40	$0.30	$1.20 / $0.90	$2.10
113	Claude Haiku Latest	~anthropic	40	$0.30	$1.20 / $0.90	$2.10
114	Qwen3.8 Omni Flash	Alibaba	40	$0.31	$1.24 / $0.93	$2.17
115	Qwen3.8 Flash	Alibaba	40	$0.31	$1.24 / $0.93	$2.17
116	Qwen3 30B A3B	Alibaba	40	$0.31	$1.24 / $0.93	$2.17
117	Qwen3 235B A22B Instruct 2507	Alibaba	64.7	$0.32	$1.28 / $0.96	$2.24
118	GLM 5.3 Flash	Zhipu AI	69.7	$0.33	$1.30 / $0.98	$2.28
119	Nemotron 3.5 Super VL	NVIDIA	40	$0.33	$1.30 / $0.98	$2.28
120	Hy3	Tencent	40	$0.33	$1.32 / $0.99	$2.31
121	DeepSeek V3.2 Exp	DeepSeek	40	$0.34	$1.36 / $1.02	$2.38
122	GPT-5.6 Luna Pro (batch)Best Value	OpenAI	89	$0.35	$1.40 / $1.05	$2.45
123	GPT-5.6 Luna (batch)	OpenAI	89	$0.35	$1.40 / $1.05	$2.45
124	DeepSeek V3.2	DeepSeek	83.4	$0.35	$1.40 / $1.05	$2.45
125	Hunyuan A13B Instruct	Tencent	40	$0.35	$1.42 / $1.07	$2.49
126	GPT-5.4 Nano (batch)	OpenAI	79.3	$0.36	$1.45 / $1.09	$2.54
127	GPT-4o-mini	OpenAI	69.3	$0.38	$1.50 / $1.13	$2.63
128	GPT-4o-mini (2024-07-18)	OpenAI	46.3	$0.38	$1.50 / $1.13	$2.63
129	Command R (08-2024)	Cohere	40.5	$0.38	$1.50 / $1.13	$2.63
130	MiniMax M3.1 Flash	MiniMax	40	$0.38	$1.50 / $1.13	$2.63
131	DeepSeek V4.1 Flash 1017	DeepSeek	40	$0.38	$1.50 / $1.13	$2.63
132	LFM2.5-24B-A2B	Liquid AI	40	$0.38	$1.50 / $1.13	$2.63
133	Solar Pro 4	Upstage	40	$0.38	$1.50 / $1.13	$2.63
134	Mistral Small 4	Mistral AI	40	$0.38	$1.50 / $1.13	$2.63
135	Solar Pro 3	Upstage	40	$0.38	$1.50 / $1.13	$2.63
136	Qwen3 VL 30B A3B Instruct	Alibaba	40	$0.38	$1.50 / $1.13	$2.63
137	gpt-oss-120b	OpenAI	40	$0.38	$1.50 / $1.13	$2.63
138	Qwen2.5 72B Instruct	Alibaba	40	$0.38	$1.52 / $1.14	$2.66
139	Hy3 preview	Tencent	40	$0.39	$1.56 / $1.17	$2.73
140	Llama 3.1 70B Instruct	Meta	65.3	$0.40	$1.60 / $1.20	$2.80
141	Saba	Mistral AI	40	$0.40	$1.60 / $1.20	$2.80
142	Llama 4 Maverick	Meta	70.4	$0.42	$1.68 / $1.26	$2.94
143	LFM2.5-2.6B	Liquid AI	40	$0.42	$1.70 / $1.28	$2.98
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 4.5 Air	Zhipu AI	63.7	$0.49	$1.96 / $1.47	$3.43
149	GPT-4.1 Mini (batch)	OpenAI	58.9	$0.50	$2.00 / $1.50	$3.50
150	Qwen3.6 35B A3B	Alibaba	40	$0.50	$2.00 / $1.50	$3.50
151	Mercury 2	Inception	40	$0.50	$2.00 / $1.50	$3.50
152	Qwen3 VL 8B Instruct	Alibaba	40	$0.50	$2.00 / $1.50	$3.50
153	Qwen-Plus	Alibaba	40	$0.52	$2.08 / $1.56	$3.64
154	GPT-5 Mini (batch)	OpenAI	76.8	$0.56	$2.25 / $1.69	$3.94
155	Qwen3.5-35B-A3B	Alibaba	68.7	$0.57	$2.28 / $1.71	$3.99
156	Qwen3.7 Plus (batch)	Alibaba	40	$0.57	$2.30 / $1.72	$4.02
157	Qwen3 Coder Flash	Alibaba	40	$0.58	$2.34 / $1.76	$4.10
158	Qwen3 Next 80B A3B Instruct	Alibaba	40	$0.59	$2.38 / $1.79	$4.17
159	DeepSeek V3.1	DeepSeek	40	$0.60	$2.40 / $1.80	$4.20
160	Codestral 2508	Mistral AI	40	$0.60	$2.40 / $1.80	$4.20
161	GLM 4.6V	Zhipu AI	21.5	$0.60	$2.40 / $1.80	$4.20
162	Beam 1.0 501B A23B	reflection	40	$0.63	$2.50 / $1.88	$4.38
163	DeepSeek V3.1 Terminus	DeepSeek	40	$0.64	$2.54 / $1.91	$4.45
164	MiniMax M2	MiniMax	64.3	$0.64	$2.55 / $1.91	$4.47
165	DeepSeek V3	DeepSeek	69.5	$0.64	$2.57 / $1.93	$4.50
166	Qwen3.8 27B	Alibaba	40	$0.65	$2.58 / $1.94	$4.52
167	Qwen3 VL 30B A3B Thinking	Alibaba	40	$0.65	$2.58 / $1.94	$4.52
168	Gemma 2 27B	Google	77.4	$0.65	$2.60 / $1.95	$4.55
169	Qwen3 Coder 480B A35B	Alibaba	40	$0.65	$2.60 / $1.95	$4.55
170	MiniMax-01	MiniMax	40	$0.65	$2.60 / $1.95	$4.55
171	MiMo-V2.6-Pro	Xiaomi	40	$0.65	$2.61 / $1.96	$4.57
172	Qwen3.6 Flash	Alibaba	40	$0.66	$2.62 / $1.97	$4.59
173	Step 3.7 Flash	StepFun	40	$0.68	$2.70 / $2.03	$4.73
174	GPT-5.6 Luna Pro	OpenAI	89	$0.70	$2.80 / $2.10	$4.90
175	GPT-5.6 Luna	OpenAI	89	$0.70	$2.80 / $2.10	$4.90
176	Gemini 3.5 Flash Lite (batch)	Google	79	$0.70	$2.80 / $2.10	$4.90
177	DeepSeek V3 0324	DeepSeek	71.8	$0.71	$2.86 / $2.15	$5.01
178	GPT-5.4 Nano	OpenAI	79.3	$0.72	$2.90 / $2.18	$5.07
179	GLM 5.3	Zhipu AI	68.9	$0.73	$2.94 / $2.21	$5.15
180	GLM Latest	~z-ai	40	$0.73	$2.94 / $2.21	$5.15
181	MiniMax M2.1	MiniMax	69.9	$0.75	$3.00 / $2.25	$5.25
182	MiniMax M2.7	MiniMax	65.1	$0.75	$3.00 / $2.25	$5.25
183	MiniMax M2.5	MiniMax	63.6	$0.75	$3.00 / $2.25	$5.25
184	MiniMax M2-her	MiniMax	62.3	$0.75	$3.00 / $2.25	$5.25
185	Muse Glimmer 30B	meta	40	$0.75	$3.00 / $2.25	$5.25
186	LongCat 2.0	Meituan	40	$0.75	$3.00 / $2.25	$5.25
187	MiniMax M3	MiniMax	40	$0.75	$3.00 / $2.25	$5.25
188	Qwen3.7 Plus	Alibaba	40	$0.80	$3.20 / $2.40	$5.60
189	GLM 5.3 FlashX	Zhipu AI	69.7	$0.81	$3.24 / $2.43	$5.67
190	Perceptron Mk1.5	perceptron	40	$0.82	$3.30 / $2.47	$5.78
191	Inkling Small	thinkingmachines	40	$0.82	$3.30 / $2.47	$5.78
192	Perceptron Mk1	perceptron	40	$0.82	$3.30 / $2.47	$5.78
193	Qwen2.5 Coder 32B Instruct	Alibaba	40	$0.83	$3.32 / $2.49	$5.81
194	Gemini 3 Flash Preview (batch)	Google	88.4	$0.88	$3.50 / $2.63	$6.13
195	Gemini 3.1 Flash Lite Preview	Google	70.7	$0.88	$3.50 / $2.63	$6.13
196	Gemini 3.1 Flash Lite	Google	23.6	$0.88	$3.50 / $2.63	$6.13
197	Command A+	Cohere	53.2	$0.90	$3.60 / $2.70	$6.30
198	Qwen2.5 VL 72B Instruct	Alibaba	40	$0.90	$3.60 / $2.70	$6.30
199	DeepSeek Flash Latest	~deepseek	40	$0.91	$3.62 / $2.72	$6.34
200	Qwen3.5 Plus 2026-02-15	Alibaba	40	$0.91	$3.64 / $2.73	$6.37
201	Mistral Large 3 2512	Mistral AI	67	$1.00	$4.00 / $3.00	$7.00
202	GPT-4.1 Mini	OpenAI	44.2	$1.00	$4.00 / $3.00	$7.00
203	Sonar	Perplexity	40	$1.00	$4.00 / $3.00	$7.00
204	Aion 3.5 Mini	aion-labs	40	$1.05	$4.20 / $3.15	$7.35
205	Aion-3.0-Mini	aion-labs	40	$1.05	$4.20 / $3.15	$7.35
206	Qwen3.5 Plus 2026-04-20	Alibaba	40	$1.05	$4.20 / $3.15	$7.35
207	Qwen3 VL 235B A22B Instruct	Alibaba	40	$1.05	$4.22 / $3.16	$7.39
208	GPT-5.1-Codex-Mini	OpenAI	88.7	$1.13	$4.50 / $3.37	$7.88
209	Gemini 3.8 Flash (batch)	Google	81	$1.13	$4.50 / $3.37	$7.88
210	GPT-5 Mini	OpenAI	40.5	$1.13	$4.50 / $3.37	$7.88
211	Gemini 3.7 Flash (batch)	Google	40	$1.13	$4.50 / $3.37	$7.88
212	Gemini 3.6 Flash (batch)	Google	40	$1.13	$4.50 / $3.37	$7.88
213	Seed-2.0-Lite	ByteDance	40	$1.13	$4.50 / $3.37	$7.88
214	Seed 1.6	ByteDance	40	$1.13	$4.50 / $3.37	$7.88
215	Qwen3.6 Plus	Alibaba	40	$1.14	$4.55 / $3.41	$7.97
216	MiMo-V2.5-Pro	Xiaomi	40	$1.14	$4.56 / $3.42	$7.98
217	Qwen3.5-122B-A10B	Alibaba	69.8	$1.17	$4.68 / $3.51	$8.19
218	GLM 4.5V	Zhipu AI	67.7	$1.20	$4.80 / $3.60	$8.40
219	MiMo-V2.5	Xiaomi	40	$1.20	$4.80 / $3.60	$8.40
220	Aion-2.0	aion-labs	40	$1.20	$4.80 / $3.60	$8.40
221	Devstral 2 2512	Mistral AI	40	$1.20	$4.80 / $3.60	$8.40
222	Mistral Medium 3.1	Mistral AI	40	$1.20	$4.80 / $3.60	$8.40
223	Mistral Medium 3	Mistral AI	14.6	$1.20	$4.80 / $3.60	$8.40
224	GLM 5.3 (batch)	Zhipu AI	68.9	$1.23	$4.90 / $3.68	$8.58
225	GLM 4.7	Zhipu AI	20.9	$1.26	$5.04 / $3.78	$8.82
226	GPT-5.4 Mini (batch)	OpenAI	79.3	$1.31	$5.25 / $3.94	$9.19
227	DeepSeek V4 Pro 0813	DeepSeek	40	$1.32	$5.28 / $3.96	$9.24
228	R1 0528	DeepSeek	79.4	$1.32	$5.30 / $3.97	$9.28
229	DeepSeek V4 Pro 0423	DeepSeek	40	$1.33	$5.33 / $4.00	$9.33
230	Nemotron 3 Super	NVIDIA	40	$1.35	$5.40 / $4.05	$9.45
231	o4 Mini (batch)	OpenAI	81.4	$1.38	$5.50 / $4.13	$9.63
232	o3 Mini (batch)	OpenAI	74.3	$1.38	$5.50 / $4.13	$9.63
233	MiniMax M1	MiniMax	64.1	$1.38	$5.50 / $4.13	$9.63
234	GLM 4.6	Zhipu AI	20.9	$1.38	$5.50 / $4.13	$9.63
235	Gemini 2.5 Flash	Google	79.1	$1.40	$5.60 / $4.20	$9.80
236	Gemini 3.5 Flash Lite	Google	79	$1.40	$5.60 / $4.20	$9.80
237	GLM 4.5	Zhipu AI	67.1	$1.40	$5.60 / $4.20	$9.80
238	Moondream 3 Preview	moondream	40	$1.40	$5.60 / $4.20	$9.80
239	Moondream 3.1	moondream	40	$1.40	$5.60 / $4.20	$9.80
240	Nova 2 Lite	Amazon	40	$1.40	$5.60 / $4.20	$9.80
241	Qwen3.5-27B	Alibaba	69.3	$1.43	$5.72 / $4.29	$10.01
242	Kimi K2 0711	Moonshot AI	40	$1.44	$5.74 / $4.31	$10.05
243	Grok 4.3 (batch)	xAI	88.5	$1.50	$6.00 / $4.50	$10.50
244	Claude Haiku 4.5 (batch)	Anthropic	69.9	$1.50	$6.00 / $4.50	$10.50
245	Composer 2	Cursor	65.7	$1.50	$6.00 / $4.50	$10.50
246	Kimi K2.5	Moonshot AI	47.5	$1.50	$6.00 / $4.50	$10.50
247	GPT-6.1 Terra Pro (batch)	OpenAI	40	$1.50	$6.00 / $4.50	$10.50
248	GPT-6.1 Terra (batch)	OpenAI	40	$1.50	$6.00 / $4.50	$10.50
249	Seed 2.1 Turbo	ByteDance	40	$1.50	$6.00 / $4.50	$10.50
250	Nemotron 3 Ultra	NVIDIA	40	$1.50	$6.00 / $4.50	$10.50
251	Grok Build 0.1	xAI	40	$1.50	$6.00 / $4.50	$10.50
252	GPT Audio Mini	OpenAI	40	$1.50	$6.00 / $4.50	$10.50
253	GPT-3.5 Turbo (older v0613)	OpenAI	40	$1.50	$6.00 / $4.50	$10.50
254	Kimi K2 Thinking	Moonshot AI	40	$1.55	$6.20 / $4.65	$10.85
255	Kimi K2 0905	Moonshot AI	40	$1.55	$6.20 / $4.65	$10.85
256	Qwen3.6 27B	Alibaba	40	$1.57	$6.30 / $4.73	$11.02
257	Hy4 preview	Tencent	40	$1.67	$6.67 / $5.00	$11.68
258	Gemini 3 Flash Preview	Google	88.4	$1.75	$7.00 / $5.25	$12.25
259	Seed-2.0-Code	ByteDance	40	$1.75	$7.00 / $5.25	$12.25
260	Glimpse	elorian	40	$1.80	$7.20 / $5.40	$12.60
261	ALLaM 1 13B Instruct	HUMAIN	30.3	$1.80	$7.20 / $5.40	$12.60
262	Kimi K2.7 Code	Moonshot AI	40	$1.83	$7.32 / $5.49	$12.81
263	Step 5 Preview	StepFun	40	$1.85	$7.40 / $5.55	$12.95
264	Grok 4.20	xAI	88.8	$1.88	$7.50 / $5.63	$13.13
265	Grok 4.3	xAI	88.5	$1.88	$7.50 / $5.63	$13.13
266	Grok 4.20 Multi-Agent	xAI	87.9	$1.88	$7.50 / $5.63	$13.13
267	Qwen3 235B A22B Thinking 2507	Alibaba	64.4	$1.98	$7.90 / $5.93	$13.83
268	Pareto 26.10	unbiased	40	$2.00	$8.00 / $6.00	$14.00
269	Pareto Latest	~unbiased	40	$2.00	$8.00 / $6.00	$14.00
270	Nova Pro 1.0	Amazon	40	$2.00	$8.00 / $6.00	$14.00
271	Kimi K2.6	Moonshot AI	40	$2.03	$8.12 / $6.09	$14.21
272	Qwen3.5 397B A17B	Alibaba	70.7	$2.05	$8.20 / $6.15	$14.35
273	GLM 5	Zhipu AI	68.3	$2.10	$8.40 / $6.30	$14.70
274	Gemini 3.7 Flash	Google	40	$2.25	$9.00 / $6.75	$15.75
275	Gemini 3.6 Flash	Google	40	$2.25	$9.00 / $6.75	$15.75
276	Mistral Medium 3.5 (batch)	Mistral AI	40	$2.25	$9.00 / $6.75	$15.75
277	Gemini Flash Latest	~google	40	$2.25	$9.00 / $6.75	$15.75
278	Gemini 3.8 Flash	Google	81	$2.48	$9.90 / $7.43	$17.33
279	Sakana Namazu	sakana	40	$2.48	$9.90 / $7.43	$17.33
280	o3 (batch)	OpenAI	86.7	$2.50	$10.00 / $7.50	$17.50
281	GPT-4.1 (batch)	OpenAI	67.7	$2.50	$10.00 / $7.50	$17.50
282	Inkling	thinkingmachines	40	$2.52	$10.10 / $7.57	$17.67
283	GLM 5V Turbo	Zhipu AI	69.2	$2.60	$10.40 / $7.80	$18.20
284	GLM 5 Turbo	Zhipu AI	62.3	$2.60	$10.40 / $7.80	$18.20
285	GPT-5.4 Mini	OpenAI	79.3	$2.63	$10.50 / $7.88	$18.38
286	Gemini 3.5 Flash (batch)	Google	79	$2.63	$10.50 / $7.88	$18.38
287	GPT Mini Latest	~openai	40	$2.63	$10.50 / $7.88	$18.38
288	Muse Spark Open	meta	40	$2.75	$11.00 / $8.25	$19.25
289	Muse Spark 1.3	meta	40	$2.75	$11.00 / $8.25	$19.25
290	Muse Spark 1.2	meta	40	$2.75	$11.00 / $8.25	$19.25
291	Muse Spark 1.1	meta	40	$2.75	$11.00 / $8.25	$19.25
292	Mistral Large 4	Mistral AI	68.3	$2.77	$11.08 / $8.31	$19.39
293	GPT-5.1 (batch)	OpenAI	88.7	$2.81	$11.25 / $8.44	$19.69
294	GPT-5 (batch)	OpenAI	88.7	$2.81	$11.25 / $8.44	$19.69
295	GLM 5.1	Zhipu AI	68.3	$2.90	$11.60 / $8.70	$20.30
296	Qwen3.7 Max	Alibaba	40	$2.95	$11.80 / $8.85	$20.65
297	Claude Haiku 4.5	Anthropic	69.9	$3.00	$12.00 / $9.00	$21.00
298	GPT-6.1 Terra Pro	OpenAI	40	$3.00	$12.00 / $9.00	$21.00
299	GPT-6.1 Terra	OpenAI	40	$3.00	$12.00 / $9.00	$21.00
300	Gemini 4 Argon (batch)	Google	40	$3.00	$12.00 / $9.00	$21.00
301	GPT-6.1 Sol Pro (batch)	OpenAI	40	$3.00	$12.00 / $9.00	$21.00
302	GPT-6.1 Sol (batch)	OpenAI	40	$3.00	$12.00 / $9.00	$21.00
303	Claude Sonnet 5.5 (batch)	Anthropic	40	$3.00	$12.00 / $9.00	$21.00
304	GPT-6 Sol Pro (batch)	OpenAI	40	$3.00	$12.00 / $9.00	$21.00
305	GPT-6 Sol (batch)	OpenAI	40	$3.00	$12.00 / $9.00	$21.00
306	GPT Terra Latest	~openai	40	$3.00	$12.00 / $9.00	$21.00
307	Claude Sonnet 5 (batch)	Anthropic	40	$3.00	$12.00 / $9.00	$21.00
308	GPT-4o (batch)	OpenAI	72	$3.13	$12.50 / $9.38	$21.88
309	Palmyra X5	Writer	40	$3.30	$13.20 / $9.90	$23.10
310	Gemini 3.1 Pro Preview (batch)Focus	Google	92.2	$3.50	$14.00 / $10.50	$24.50
311	GPT-5.6 Terra Pro (batch)	OpenAI	89	$3.50	$14.00 / $10.50	$24.50
312	GPT-5.6 Terra (batch)	OpenAI	89	$3.50	$14.00 / $10.50	$24.50
313	GPT-3.5 Turbo 16k	OpenAI	40	$3.50	$14.00 / $10.50	$24.50
314	GLM 5.2	Zhipu AI	68.9	$3.51	$14.03 / $10.52	$24.55
315	GPT-5.2 (batch)	OpenAI	88.7	$3.94	$15.75 / $11.81	$27.57
316	Grok 4.7	xAI	88.3	$4.00	$16.00 / $12.00	$28.00
317	Grok 4.6	xAI	88.3	$4.00	$16.00 / $12.00	$28.00
318	Grok 4.5	xAI	88.3	$4.00	$16.00 / $12.00	$28.00
319	Mistral Large	Mistral AI	65.9	$4.00	$16.00 / $12.00	$28.00
320	Mixtral 8x22B Instruct	Mistral AI	63.4	$4.00	$16.00 / $12.00	$28.00
321	Fugu Max	sakana	40	$4.00	$16.00 / $12.00	$28.00
322	Qwen3.8 Max (0902)	Alibaba	40	$4.00	$16.00 / $12.00	$28.00
323	Qwen3.8 2.4T A95B	Alibaba	40	$4.00	$16.00 / $12.00	$28.00
324	Grok Latest	~x-ai	40	$4.00	$16.00 / $12.00	$28.00
325	Mistral Large 2407	Mistral AI	40	$4.00	$16.00 / $12.00	$28.00
326	DeepSeek Pro Latest	~deepseek	40	$4.10	$16.41 / $12.31	$28.71
327	GPT-5.4 (batch)	OpenAI	89	$4.38	$17.50 / $13.13	$30.63
328	Claude Sonnet 4.6 (batch)	Anthropic	75.3	$4.50	$18.00 / $13.50	$31.50
329	Claude Sonnet 4.5 (batch)	Anthropic	75.3	$4.50	$18.00 / $13.50	$31.50
330	Composer 2 Fast	Cursor	65.7	$4.50	$18.00 / $13.50	$31.50
331	Aion 3.5	aion-labs	40	$4.50	$18.00 / $13.50	$31.50
332	Aion-3.0	aion-labs	40	$4.50	$18.00 / $13.50	$31.50
333	Mistral Medium 3.5	Mistral AI	40	$4.50	$18.00 / $13.50	$31.50
334	Kimi Latest	~moonshotai	40	$4.96	$19.82 / $14.86	$34.69
335	o3	OpenAI	86.7	$5.00	$20.00 / $15.00	$35.00
336	GPT-4.1	OpenAI	67.7	$5.00	$20.00 / $15.00	$35.00
337	Pareto 26.9	unbiased	40	$5.00	$20.00 / $15.00	$35.00
338	Sonar Reasoning Pro	Perplexity	40	$5.00	$20.00 / $15.00	$35.00
339	Sonar Deep Research	Perplexity	40	$5.00	$20.00 / $15.00	$35.00
340	Gemini 3.5 Flash	Google	79	$5.25	$21.00 / $15.75	$36.75
341	GPT-5.1-Codex-Max	OpenAI	88.7	$5.63	$22.50 / $16.88	$39.38
342	GPT-5.1-Codex	OpenAI	88.7	$5.63	$22.50 / $16.88	$39.38
343	GPT-5	OpenAI	88.7	$5.63	$22.50 / $16.88	$39.38
344	GPT-5.1	OpenAI	87.8	$5.63	$22.50 / $16.88	$39.38
345	Gemini 2.5 Pro	Google	83.5	$5.63	$22.50 / $16.88	$39.38
346	Gemini 2.5 Pro Preview 06-05	Google	83.5	$5.63	$22.50 / $16.88	$39.38
347	GLM 5.3 Prime	Zhipu AI	68.9	$5.80	$23.20 / $17.40	$40.60
348	GPT-5.6 Sol Pro (batch)	OpenAI	89	$6.00	$24.00 / $18.00	$42.00
349	GPT-5.6 Sol (batch)	OpenAI	89	$6.00	$24.00 / $18.00	$42.00
350	Kimi K3.1 Pro	Moonshot AI	40	$6.00	$24.00 / $18.00	$42.00
351	Gemini 4 Argon	Google	40	$6.00	$24.00 / $18.00	$42.00
352	GPT-6.1 Sol Pro	OpenAI	40	$6.00	$24.00 / $18.00	$42.00
353	GPT-6.1 Sol	OpenAI	40	$6.00	$24.00 / $18.00	$42.00
354	Claude Sonnet 5.5	Anthropic	40	$6.00	$24.00 / $18.00	$42.00
355	GPT-6 Sol Pro	OpenAI	40	$6.00	$24.00 / $18.00	$42.00
356	GPT-6 Sol	OpenAI	40	$6.00	$24.00 / $18.00	$42.00
357	Claude Opus 5.5 (batch)	Anthropic	40	$6.00	$24.00 / $18.00	$42.00
358	GPT Sol Latest	~openai	40	$6.00	$24.00 / $18.00	$42.00
359	Claude Sonnet 5	Anthropic	40	$6.00	$24.00 / $18.00	$42.00
360	Gemini Pro Latest	~google	40	$6.00	$24.00 / $18.00	$42.00
361	Claude Sonnet Latest	~anthropic	40	$6.00	$24.00 / $18.00	$42.00
362	GPT-4o (2024-08-06)	OpenAI	71.2	$6.25	$25.00 / $18.75	$43.75
363	GPT-4o	OpenAI	71.2	$6.25	$25.00 / $18.75	$43.75
364	GPT-4o (2024-11-20)	OpenAI	52.9	$6.25	$25.00 / $18.75	$43.75
365	Command A	Cohere	50.8	$6.25	$25.00 / $18.75	$43.75
366	Command R+ (08-2024)	Cohere	40.5	$6.25	$25.00 / $18.75	$43.75
367	GPT Audio	OpenAI	40	$6.25	$25.00 / $18.75	$43.75
368	MiMo-V2.6-Pro-UltraSpeed	Xiaomi	40	$6.53	$26.10 / $19.58	$45.68
369	Kimi K3 (batch)	Moonshot AI	40	$6.84	$27.36 / $20.52	$47.88
370	Gemini 3.1 Pro Preview Custom Tools	Google	92.2	$7.00	$28.00 / $21.00	$49.00
371	Gemini 3.1 Pro Preview	Google	92.2	$7.00	$28.00 / $21.00	$49.00
372	GPT-5.6 Terra Pro	OpenAI	89	$7.00	$28.00 / $21.00	$49.00
373	GPT-5.6 Terra	OpenAI	89	$7.00	$28.00 / $21.00	$49.00
374	Claude Opus 4.5 (batch)	Anthropic	85.1	$7.50	$30.00 / $22.50	$52.50
375	Claude Opus 4.8 (batch)	Anthropic	83.5	$7.50	$30.00 / $22.50	$52.50
376	Claude Opus 4.7 (batch)	Anthropic	83.5	$7.50	$30.00 / $22.50	$52.50
377	Claude Opus 4.6 (batch)	Anthropic	83.5	$7.50	$30.00 / $22.50	$52.50
378	Claude Opus 5 (batch)	Anthropic	40	$7.50	$30.00 / $22.50	$52.50
379	Nova Premier 1.0	Amazon	40	$7.50	$30.00 / $22.50	$52.50
380	GPT-5.2	OpenAI	90.5	$7.88	$31.50 / $23.63	$55.13
381	GPT-5.3-Codex	OpenAI	88.7	$7.88	$31.50 / $23.63	$55.13
382	GPT-5.2-Codex	OpenAI	88.7	$7.88	$31.50 / $23.63	$55.13
383	GPT-5.2 Chat	OpenAI	87.4	$7.88	$31.50 / $23.63	$55.13
384	Qwen3.8 Max Prime	Alibaba	40	$8.00	$32.00 / $24.00	$56.00
385	GPT-5.4	OpenAI	91.9	$8.75	$35.00 / $26.25	$61.25
386	GPT-5.5 (batch)	OpenAI	89	$8.75	$35.00 / $26.25	$61.25
387	Claude Sonnet 4.6	Anthropic	85.2	$9.00	$36.00 / $27.00	$63.00
388	Claude Sonnet 4.5	Anthropic	82.4	$9.00	$36.00 / $27.00	$63.00
389	Ember-1	fireworks	40	$9.00	$36.00 / $27.00	$63.00
390	Sonar Pro Search	Perplexity	40	$9.00	$36.00 / $27.00	$63.00
391	Sonar Pro	Perplexity	40	$9.00	$36.00 / $27.00	$63.00
392	GPT-4o (2024-05-13)	OpenAI	71.2	$10.00	$40.00 / $30.00	$70.00
393	GPT-4 Turbo (batch)	OpenAI	57.2	$10.00	$40.00 / $30.00	$70.00
394	Kimi K3	Moonshot AI	40	$10.09	$40.35 / $30.26	$70.61
395	GPT-5.6 Sol Pro	OpenAI	89	$12.00	$48.00 / $36.00	$84.00
396	GPT-5.6 Sol	OpenAI	89	$12.00	$48.00 / $36.00	$84.00
397	Muse Wonder	meta	40	$12.00	$48.00 / $36.00	$84.00
398	Claude Opus 5.5	Anthropic	40	$12.00	$48.00 / $36.00	$84.00
399	Claude Opus Latest	~anthropic	40	$12.00	$48.00 / $36.00	$84.00
400	Claude Fable 5.1 (batch)	Anthropic	95.9	$15.00	$60.00 / $45.00	$105.00
401	Claude Fable 5 (batch)	Anthropic	95.9	$15.00	$60.00 / $45.00	$105.00
402	Claude Opus 4.7	Anthropic	95.1	$15.00	$60.00 / $45.00	$105.00
403	Claude Opus 4.8	Anthropic	94.6	$15.00	$60.00 / $45.00	$105.00
404	Claude Opus 4.6	Anthropic	90.4	$15.00	$60.00 / $45.00	$105.00
405	Claude Opus 4.5	Anthropic	85.1	$15.00	$60.00 / $45.00	$105.00
406	GPT-6 Astra (batch)	OpenAI	81.8	$15.00	$60.00 / $45.00	$105.00
407	GPT-6 Astra Pro (batch)	OpenAI	81.8	$15.00	$60.00 / $45.00	$105.00
408	Claude Opus 5	Anthropic	40	$15.00	$60.00 / $45.00	$105.00
409	GPT-5.5	OpenAI	92.7	$17.50	$70.00 / $52.50	$122.50
410	Fugu Ultra v2	sakana	40	$17.50	$70.00 / $52.50	$122.50
411	Fugu Ultra	sakana	40	$17.50	$70.00 / $52.50	$122.50
412	GPT Chat Latest	OpenAI	40	$17.50	$70.00 / $52.50	$122.50
413	Claude Opus 4.1 (batch)	Anthropic	82.9	$22.50	$90.00 / $67.50	$157.50
414	Claude Fable 5.1	Anthropic	95.9	$30.00	$120.00 / $90.00	$210.00
415	Claude Fable 5	Anthropic	95.9	$30.00	$120.00 / $90.00	$210.00
416	GPT-6 Astra	OpenAI	81.8	$30.00	$120.00 / $90.00	$210.00
417	GPT-6 Astra Pro	OpenAI	81.8	$30.00	$120.00 / $90.00	$210.00
418	GPT Astra Latest	~openai	40	$30.00	$120.00 / $90.00	$210.00
419	Claude Fable Latest	~anthropic	40	$30.00	$120.00 / $90.00	$210.00
420	GPT-5 Pro (batch)	OpenAI	88.7	$33.75	$135.00 / $101.25	$236.25
421	Claude Opus 4.1	Anthropic	82.1	$45.00	$180.00 / $135.00	$315.00
422	GPT-4	OpenAI	60	$45.00	$180.00 / $135.00	$315.00
423	GPT-5.2 Pro (batch)	OpenAI	90.5	$47.25	$189.00 / $141.75	$330.75
424	o3 Pro	OpenAI	86.7	$50.00	$200.00 / $150.00	$350.00
425	GPT-5.5 Pro (batch)	OpenAI	92.7	$52.50	$210.00 / $157.50	$367.50
426	GPT-5.4 Pro (batch)	OpenAI	91.9	$52.50	$210.00 / $157.50	$367.50
427	GPT-5 Pro	OpenAI	88.7	$67.50	$270.00 / $202.50	$472.50
428	GPT-5.2 Pro	OpenAI	90.5	$94.50	$378.00 / $283.50	$661.50
429	GPT-5.4 Pro	OpenAI	91.9	$105.00	$420.00 / $315.00	$735.00
430	GPT-5.5 Pro	OpenAI	90.8	$105.00	$420.00 / $315.00	$735.00

Frequently Asked Questions

This page uses the live rates we track for Gemini 3.1 Pro Preview (batch) 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 Gemini 3.1 Pro Preview (batch) 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.