Home / Tasks / Summarize a 20-page PDF

How much does it cost to summarize a 20-page PDF with AI?

Between 0.10¢ (GLM 5.3 Flash) and 22¢ (Claude Fable 5.1) among popular models. The median across all 336 models is 0.84¢.

Cheapest popular0.10¢

Median0.84¢

Priciest popular22¢

1,000 tasks, cheapest$0.99

1,000 tasks, median$8.40

Models priced336

Full ranking: 336 models

Sorted by cost. Click a column to sort by quality or tokens.

#	Model	Cost per task	Text score	Tokens in / out	Basis
1	gpt-oss-20bOpenAI	0.03¢$0.28 / 1,000	1317	12,987 / 508	estimated best value
2	I Ling 3.0 FlashInclusionai	0.04¢$0.44 / 1,000	-	13,106 / 2,641	estimated
3	Mistral NemoMistral	0.05¢$0.45 / 1,000	-	13,373 / 2,170	estimated
4	Granite 4.0 MicroIBM	0.05¢$0.52 / 1,000	-	13,015 / 2,638	estimated
5	N Nex-N2.5-MiniNex Agi	0.05¢$0.52 / 1,000	-	12,970 / 1,992	estimated
6	S SummarizeScaledown	0.05¢$0.52 / 1,000	-	13,119 / 2,642	estimated
7	S ExtractScaledown	0.05¢$0.52 / 1,000	-	13,119 / 2,642	estimated
8	S Llama 3 8B LunarisSao10K	0.07¢$0.66 / 1,000	-	13,119 / 2,642	estimated
9	Qwen3.7 FlashAlibaba Qwen	0.07¢$0.74 / 1,000	-	13,119 / 2,642	estimated
10	Gemma 3 4BGoogle	0.08¢$0.76 / 1,000	1303	12,741 / 1,248	estimated
11	I Schematron V2 TurboInference Net	0.08¢$0.79 / 1,000	-	13,157 / 2,643	estimated
12	I Mercury 2.5Inception	0.08¢$0.80 / 1,000	-	12,606 / 1,980	estimated
13	Nova Micro 1.0Amazon	0.08¢$0.81 / 1,000	-	12,742 / 2,627	estimated
14	Gemma 3 12BGoogle	0.08¢$0.82 / 1,000	1342	12,741 / 1,248	estimated best value
15	Mistral Small 3Mistral	0.08¢$0.84 / 1,000	1274	13,373 / 2,170	estimated
16	GPT-5 NanoOpenAI	0.09¢$0.85 / 1,000	1338	12,987 / 508	estimated
17	Llama 3.1 8B InstructMeta	0.09¢$0.86 / 1,000	1211	13,015 / 2,638	estimated
18	Command R7B (12-2024)Cohere	0.09¢$0.88 / 1,000	-	12,937 / 2,635	estimated
19	Llama 3.2 1B InstructMeta	0.09¢$0.88 / 1,000	1111	13,015 / 2,638	estimated
20	GLM 5.3 FlashZ.ai	0.10¢$0.99 / 1,000	1474	12,995 / 1,814	measured best value
21	U Solar Mini 4Upstage	0.10¢$1.04 / 1,000	-	12,918 / 1,990	estimated
22	Hy-MT2-1.8BTencent	0.10¢$1.04 / 1,000	-	13,119 / 2,642	estimated
23	P Laguna XS 2.1Poolside	0.11¢$1.12 / 1,000	-	13,365 / 2,651	estimated
24	gpt-oss-safeguard-20bOpenAI	0.11¢$1.13 / 1,000	-	12,987 / 508	estimated
25	Gemma 4 26B A4B Google	0.11¢$1.14 / 1,000	1438	12,741 / 1,248	estimated
26	DeepSeek V4.1 FlashDeepSeek	0.12¢$1.22 / 1,000	1475	12,970 / 1,992	measured best value
27	I Ling 3.0 Flash VLInclusionai	0.13¢$1.26 / 1,000	-	13,106 / 2,641	estimated
28	I Schematron V2 SmallInference Net	0.13¢$1.27 / 1,000	-	13,157 / 2,643	estimated
29	Granite 4.2 8BIBM	0.13¢$1.28 / 1,000	1290	13,008 / 1,993	estimated
30	Phi 4Microsoft	0.13¢$1.28 / 1,000	1256	13,015 / 2,638	estimated
31	P Ternary Bonsai 2 27BPrism Ml	0.13¢$1.28 / 1,000	-	13,093 / 606	estimated
32	Nemotron 3 SuperNVIDIA	0.13¢$1.33 / 1,000	1360	13,223 / 611	estimated
33	G MythoMax 13BGryphe	0.13¢$1.34 / 1,000	-	13,119 / 2,642	estimated
34	U Solar Pro 4Upstage	0.14¢$1.38 / 1,000	1386	12,924 / 600	estimated
35	Nova Lite 1.0Amazon	0.14¢$1.40 / 1,000	1260	12,742 / 2,627	estimated
36	Nemotron 3 Nano 30B A3BNVIDIA	0.14¢$1.43 / 1,000	1314	13,222 / 2,645	estimated
37	Nemotron 3.5 LightningNVIDIA	0.15¢$1.45 / 1,000	1351	13,222 / 2,645	estimated
38	Gemma 3 27BGoogle	0.15¢$1.46 / 1,000	1366	12,741 / 1,248	estimated
39	N Nex-N2.5-ProNex Agi	0.15¢$1.47 / 1,000	-	12,970 / 1,992	estimated
40	GLM 4.7 FlashZ.ai	0.15¢$1.51 / 1,000	1364	12,995 / 1,814	estimated
41	GPT-4.1 NanoOpenAI	0.15¢$1.51 / 1,000	1322	12,987 / 533	estimated
42	Llama 3.2 3B InstructMeta	0.15¢$1.52 / 1,000	1167	13,015 / 2,638	estimated
43	Qwen3.5-FlashAlibaba Qwen	0.15¢$1.54 / 1,000	1396	13,119 / 2,642	estimated
44	DeepSeek V4 Flash 0423DeepSeek	0.15¢$1.54 / 1,000	1439	12,970 / 1,992	estimated
45	Ministral 3 3B 2512Mistral	0.16¢$1.55 / 1,000	-	13,373 / 2,170	estimated
46	Seed-2.0-MiniByteDance Seed	0.16¢$1.55 / 1,000	-	13,119 / 607	estimated
47	GPT-6 Luna ProOpenAI	0.16¢$1.57 / 1,000	-	12,987 / 533	estimated
48	GPT-6 LunaOpenAI	0.16¢$1.57 / 1,000	1443	12,987 / 533	measured
49	R Reka EdgeRekaai	0.16¢$1.57 / 1,000	-	13,015 / 2,638	estimated
50	I Ling 3.1 FlashInclusionai	0.16¢$1.58 / 1,000	-	13,106 / 2,641	estimated
51	Qwen3 Coder 30B A3B InstructAlibaba Qwen	0.17¢$1.66 / 1,000	-	13,119 / 2,642	estimated
52	Muse Spark 1.3 ContributorMeta	0.17¢$1.66 / 1,000	-	12,995 / 1,814	estimated
53	Muse Spark 1.2 ContributorMeta	0.17¢$1.66 / 1,000	-	12,995 / 1,814	estimated
54	R Reka Flash 3Rekaai	0.17¢$1.66 / 1,000	-	13,007 / 1,814	estimated
55	P Laguna S 2.1Poolside	0.17¢$1.68 / 1,000	-	13,365 / 2,651	estimated
56	Qwen3.5-9BAlibaba Qwen	0.17¢$1.71 / 1,000	-	13,119 / 2,642	estimated
57	Hy-MT2-30B-A3BTencent	0.18¢$1.75 / 1,000	-	13,119 / 2,642	estimated
58	Hy-MT2-7BTencent	0.18¢$1.75 / 1,000	-	13,119 / 2,642	estimated
59	Gemini 2.5 Flash LiteGoogle	0.18¢$1.77 / 1,000	1375	12,741 / 1,248	estimated
60	Seed 1.6 FlashByteDance Seed	0.18¢$1.78 / 1,000	-	13,119 / 2,642	estimated
61	Qwen3 32BAlibaba Qwen	0.18¢$1.79 / 1,000	1347	13,119 / 2,642	estimated
62	Mistral Small 3.2 24BMistral	0.18¢$1.80 / 1,000	1356	13,373 / 2,170	estimated
63	UI-TARS 7B ByteDance	0.18¢$1.83 / 1,000	-	13,015 / 2,638	estimated
64	Step 3.5 FlashStepFun	0.18¢$1.84 / 1,000	1393	12,956 / 1,812	estimated
65	Qwen2.5 7B InstructAlibaba Qwen	0.18¢$1.84 / 1,000	-	13,119 / 2,642	estimated
66	DeepSeek V4 Flash 0731DeepSeek	0.19¢$1.89 / 1,000	-	12,970 / 1,992	estimated
67	LFM2.5-24B-A2BLiquid AI	0.19¢$1.92 / 1,000	-	12,995 / 1,814	estimated
68	Qwen3 30B A3B Instruct 2507Alibaba Qwen	0.20¢$1.97 / 1,000	1382	13,119 / 2,642	estimated
69	Voxtral Small 24B 2507Mistral	0.20¢$1.99 / 1,000	-	13,373 / 2,170	estimated
70	Llama 4 ScoutMeta	0.21¢$2.09 / 1,000	1322	13,015 / 2,638	estimated
71	Llama 3.3 70B InstructMeta	0.21¢$2.15 / 1,000	1318	13,015 / 2,638	estimated
72	Claude Haiku 5.5Anthropic	0.22¢$2.20 / 1,000	-	18,004 / 790	measured
73	Qwen3 14BAlibaba Qwen	0.22¢$2.21 / 1,000	-	13,119 / 2,642	estimated
74	gpt-oss-120bOpenAI	0.23¢$2.25 / 1,000	1352	12,987 / 508	estimated
75	GPT-4o-miniOpenAI	0.23¢$2.27 / 1,000	-	12,987 / 533	estimated
76	GPT-4o-mini (2024-07-18)OpenAI	0.23¢$2.27 / 1,000	1318	12,987 / 533	estimated
77	U Solar Pro 3Upstage	0.23¢$2.30 / 1,000	-	12,924 / 600	estimated
78	Ministral 3 8B 2512Mistral	0.23¢$2.33 / 1,000	-	13,373 / 2,170	estimated
79	Nemotron 3.5 Super VLNVIDIA	0.24¢$2.38 / 1,000	-	13,222 / 2,645	estimated
80	MiMo-V2.6-FlashXiaomi	0.26¢$2.56 / 1,000	1451	13,015 / 2,638	estimated
81	MiMo-V2.5Xiaomi	0.26¢$2.56 / 1,000	1434	13,015 / 2,638	estimated
82	Qwen3 235B A22B Instruct 2507Alibaba Qwen	0.26¢$2.63 / 1,000	1422	13,119 / 2,642	estimated
83	Hy3Tencent	0.28¢$2.79 / 1,000	1453	18,004 / 790	estimated
84	Llama Guard 4 12BMeta	0.28¢$2.82 / 1,000	-	13,015 / 2,638	estimated
85	Qwen3 30B A3BAlibaba Qwen	0.29¢$2.90 / 1,000	1327	13,119 / 2,642	estimated
86	P Perceptron Mk1Perceptron	0.30¢$3.04 / 1,000	-	13,095 / 714	estimated
87	Gemma 4 31BGoogle	0.30¢$3.05 / 1,000	1452	12,741 / 1,248	estimated
88	Ministral 3 14B 2512Mistral	0.31¢$3.11 / 1,000	-	13,373 / 2,170	estimated
89	DeepSeek V4.1 Flash 1017DeepSeek	0.31¢$3.14 / 1,000	-	12,970 / 1,992	estimated
90	Nemotron 3.5 Content SafetyNVIDIA	0.32¢$3.17 / 1,000	-	13,222 / 2,645	estimated
91	Qwen3.8 Omni FlashAlibaba Qwen	0.32¢$3.21 / 1,000	-	13,119 / 2,642	estimated
92	Qwen3.8 FlashAlibaba Qwen	0.32¢$3.21 / 1,000	-	13,119 / 2,642	measured
93	GLM 4.5 AirZ.ai	0.32¢$3.23 / 1,000	1373	12,995 / 1,814	estimated
94	GPT-5.6 Luna ProOpenAI	0.32¢$3.24 / 1,000	-	12,987 / 533	estimated
95	GPT-5.6 LunaOpenAI	0.32¢$3.24 / 1,000	1453	12,987 / 533	estimated
96	GPT-5.4 NanoOpenAI	0.33¢$3.26 / 1,000	1401	12,987 / 533	estimated
97	C UncensoredCognitivecomputations	0.33¢$3.29 / 1,000	-	13,225 / 719	estimated
98	Mistral Small 4Mistral	0.33¢$3.31 / 1,000	-	13,373 / 2,170	estimated
99	Hunyuan A13B InstructTencent	0.33¢$3.34 / 1,000	-	13,119 / 2,642	estimated
100	MiniMax-01MiniMax	0.34¢$3.36 / 1,000	-	12,901 / 708	estimated
101	Command R (08-2024)Cohere	0.35¢$3.52 / 1,000	1250	12,937 / 2,635	estimated
102	DeepSeek V4 Pro 0423DeepSeek	0.35¢$3.54 / 1,000	1458	12,970 / 1,992	estimated
103	Qwen3 VL 30B A3B InstructAlibaba Qwen	0.36¢$3.55 / 1,000	-	13,119 / 2,642	estimated
104	I Mercury 2Inception	0.36¢$3.59 / 1,000	1343	12,613 / 588	estimated
105	Qwen3 Coder NextAlibaba Qwen	0.37¢$3.69 / 1,000	-	13,119 / 2,642	estimated
106	Hy3 previewTencent	0.37¢$3.71 / 1,000	1409	18,004 / 790	estimated
107	SabaMistral	0.40¢$3.98 / 1,000	-	13,373 / 2,170	estimated
108	MiniMax M2MiniMax	0.40¢$4.01 / 1,000	1343	12,901 / 708	estimated
109	Step 3.7 FlashStepFun	0.40¢$4.04 / 1,000	-	12,961 / 1,257	estimated
110	DeepSeek V4 Flash Vision ExpDeepSeek	0.41¢$4.08 / 1,000	-	12,970 / 1,992	estimated
111	Qwen3 Next 80B A3B InstructAlibaba Qwen	0.41¢$4.09 / 1,000	1398	13,119 / 2,642	estimated
112	MiniMax M2.5MiniMax	0.42¢$4.16 / 1,000	1391	12,901 / 708	estimated
113	Llama 4 MaverickMeta	0.42¢$4.16 / 1,000	1327	13,015 / 2,638	estimated
114	GPT-5.1-Codex-MiniOpenAI	0.43¢$4.26 / 1,000	-	12,987 / 508	estimated
115	GPT-5 MiniOpenAI	0.43¢$4.26 / 1,000	1390	12,987 / 508	estimated
116	DeepSeek V3.2 ExpDeepSeek	0.43¢$4.32 / 1,000	1425	12,970 / 1,992	estimated
117	DeepSeek V3.2DeepSeek	0.45¢$4.47 / 1,000	1425	12,970 / 1,992	estimated
118	A Trinity Large ThinkingArcee AI	0.45¢$4.55 / 1,000	1367	12,449 / 1,791	estimated
119	Qwen3.6 35B A3BAlibaba Qwen	0.46¢$4.61 / 1,000	-	13,119 / 2,642	estimated
120	Qwen3.5-35B-A3BAlibaba Qwen	0.46¢$4.61 / 1,000	1394	13,119 / 2,642	estimated
121	Seed 1.6ByteDance Seed	0.47¢$4.71 / 1,000	-	13,121 / 715	estimated
122	MiniMax M3MiniMax	0.47¢$4.72 / 1,000	1441	12,901 / 708	measured
123	MiniMax M2.7MiniMax	0.47¢$4.72 / 1,000	1415	12,901 / 708	estimated
124	MiniMax M2-herMiniMax	0.47¢$4.72 / 1,000	-	12,901 / 708	estimated
125	MiniMax M2.1MiniMax	0.47¢$4.72 / 1,000	1384	12,901 / 708	estimated
126	M LongCat 2.0Meituan	0.48¢$4.75 / 1,000	-	13,004 / 711	estimated
127	Command A+Cohere	0.49¢$4.95 / 1,000	-	12,939 / 709	estimated
128	Gemini 3.1 Flash LiteGoogle	0.51¢$5.06 / 1,000	-	12,741 / 1,248	estimated
129	Gemini 3.1 Flash Lite PreviewGoogle	0.51¢$5.06 / 1,000	1433	12,741 / 1,248	estimated
130	Qwen3 Coder FlashAlibaba Qwen	0.51¢$5.13 / 1,000	-	13,119 / 2,642	estimated
131	DeepSeek V3.1DeepSeek	0.51¢$5.13 / 1,000	1417	12,970 / 1,992	estimated
132	Qwen3 Next 80B A3B ThinkingAlibaba Qwen	0.51¢$5.14 / 1,000	1369	13,119 / 2,642	estimated
133	P Perceptron Mk1.5Perceptron	0.52¢$5.21 / 1,000	-	13,087 / 2,166	estimated
134	Qwen3 VL 8B InstructAlibaba Qwen	0.53¢$5.26 / 1,000	-	13,119 / 2,642	estimated
135	T Cydonia 24B V4.1Thedrummer	0.53¢$5.29 / 1,000	-	13,222 / 2,645	estimated
136	Muse Glimmer 30BMeta	0.53¢$5.32 / 1,000	-	12,741 / 1,248	estimated
137	Qwen3.6 FlashAlibaba Qwen	0.54¢$5.43 / 1,000	-	13,119 / 2,642	estimated
138	Qwen-PlusAlibaba Qwen	0.55¢$5.47 / 1,000	-	13,119 / 2,642	estimated
139	DeepSeek V3.1 TerminusDeepSeek	0.55¢$5.49 / 1,000	1416	12,970 / 1,992	estimated
140	GLM 4.6VZ.ai	0.55¢$5.53 / 1,000	1378	12,995 / 1,814	estimated
141	Nova 2 LiteAmazon	0.56¢$5.58 / 1,000	1335	12,745 / 702	estimated
142	M Moondream 3 PreviewMoondream	0.56¢$5.64 / 1,000	-	12,901 / 708	estimated
143	M Moondream 3.1Moondream	0.56¢$5.64 / 1,000	-	12,901 / 708	estimated
144	Qwen2.5 72B InstructAlibaba Qwen	0.58¢$5.78 / 1,000	1303	13,119 / 2,642	estimated
145	Mistral Small 3.1 24BMistral	0.59¢$5.90 / 1,000	1303	13,373 / 2,170	estimated
146	DeepSeek V3DeepSeek	0.59¢$5.92 / 1,000	1358	12,970 / 1,992	estimated
147	Codestral 2508Mistral	0.60¢$5.96 / 1,000	-	13,373 / 2,170	estimated
148	DeepSeek V3 0324DeepSeek	0.60¢$6.03 / 1,000	1395	12,970 / 1,992	estimated
149	GPT-4.1 MiniOpenAI	0.60¢$6.05 / 1,000	1383	12,987 / 533	estimated
150	Llama 3.1 70B InstructMeta	0.63¢$6.26 / 1,000	1293	13,015 / 2,638	estimated
151	MiMo-V2.6-ProXiaomi	0.63¢$6.28 / 1,000	1479	13,017 / 712	estimated best value
152	MiMo-V2.5-ProXiaomi	0.63¢$6.28 / 1,000	1467	13,017 / 712	estimated
153	U ReMM SLERP 13BUndi95	0.63¢$6.31 / 1,000	-	13,119 / 2,642	estimated
154	T UnslopNemo 12BThedrummer	0.63¢$6.35 / 1,000	-	13,222 / 2,645	estimated
155	Qwen3 VL 30B A3B ThinkingAlibaba Qwen	0.64¢$6.45 / 1,000	-	13,119 / 2,642	estimated
156	Qwen3 Coder 480B A35BAlibaba Qwen	0.66¢$6.58 / 1,000	1388	13,119 / 2,642	estimated
157	Gemini 3.5 Flash LiteGoogle	0.69¢$6.94 / 1,000	1455	12,741 / 1,248	estimated
158	Gemini 2.5 FlashGoogle	0.69¢$6.94 / 1,000	1409	12,741 / 1,248	estimated
159	GLM 5.3 FlashXZ.ai	0.71¢$7.08 / 1,000	-	12,995 / 1,814	estimated
160	M Weaver (alpha)Mancer	0.72¢$7.23 / 1,000	-	13,119 / 2,642	estimated
161	GPT-3.5 TurboOpenAI	0.73¢$7.29 / 1,000	-	12,987 / 533	estimated
162	Qwen3.5 Plus 2026-02-15Alibaba Qwen	0.75¢$7.53 / 1,000	-	13,119 / 2,642	estimated
163	Qwen3.7 PlusAlibaba Qwen	0.76¢$7.58 / 1,000	1456	13,119 / 2,642	estimated
164	Seed-2.0-LiteByteDance Seed	0.76¢$7.61 / 1,000	-	13,113 / 2,167	estimated
165	Qwen3 VL 235B A22B InstructAlibaba Qwen	0.78¢$7.77 / 1,000	1413	13,119 / 2,642	estimated
166	T Skyfall 36B V2Thedrummer	0.78¢$7.85 / 1,000	-	13,225 / 719	estimated
167	Seed 2.1 TurboByteDance Seed	0.83¢$8.35 / 1,000	-	13,121 / 715	estimated
168	Kimi K2.5Moonshot AI	0.83¢$8.35 / 1,000	1450	13,121 / 715	estimated
169	T Inkling SmallThinkingmachines	0.84¢$8.45 / 1,000	1404	12,996 / 2,165	estimated
170	Qwen3.6 27BAlibaba Qwen	0.86¢$8.56 / 1,000	-	13,119 / 2,642	estimated
171	MiniMax M1MiniMax	0.87¢$8.65 / 1,000	1364	12,901 / 708	estimated
172	Qwen3.5 Plus 2026-04-20Alibaba Qwen	0.87¢$8.69 / 1,000	-	13,119 / 2,642	estimated
173	Qwen3.5-122B-A10BAlibaba Qwen	0.89¢$8.91 / 1,000	1416	13,119 / 2,642	estimated
174	Qwen3.8 27BAlibaba Qwen	0.90¢$8.96 / 1,000	1438	13,119 / 2,642	estimated
175	Gemma 2 27BGoogle	0.91¢$9.09 / 1,000	1290	12,741 / 1,248	estimated
176	Kimi K2 0711Moonshot AI	0.91¢$9.12 / 1,000	1418	13,121 / 715	estimated
177	Qwen3.6 PlusAlibaba Qwen	0.94¢$9.42 / 1,000	1443	13,119 / 2,642	estimated
178	Kimi K2 0905Moonshot AI	0.97¢$9.66 / 1,000	1419	13,121 / 715	estimated
179	Devstral 2 2512Mistral	0.97¢$9.69 / 1,000	-	13,373 / 2,170	estimated
180	Mistral Medium 3.1Mistral	0.97¢$9.69 / 1,000	1408	13,373 / 2,170	estimated
181	Mistral Medium 3Mistral	0.97¢$9.69 / 1,000	1387	13,373 / 2,170	estimated
182	WizardLM-2 8x22BMicrosoft	0.97¢$9.70 / 1,000	-	13,015 / 2,638	estimated
183	GLM 5.3Z.ai	0.97¢$9.73 / 1,000	1478	12,995 / 1,814	estimated
184	E GlimpseElorian	0.99¢$9.86 / 1,000	-	12,901 / 708	estimated
185	Mistral Large 3 2512Mistral	0.99¢$9.94 / 1,000	1414	13,373 / 2,170	estimated
186	Gemini 3 Flash PreviewGoogle	1.0¢$10.11 / 1,000	1473	12,741 / 1,248	estimated
187	GLM 4.6Z.ai	1.0¢$10.13 / 1,000	1424	12,995 / 1,814	estimated
188	Qwen3.5-27BAlibaba Qwen	1.0¢$10.28 / 1,000	1409	13,119 / 2,642	estimated
189	S Llama 3.3 Euryale 70BSao10K	1.1¢$10.51 / 1,000	-	13,119 / 2,642	estimated
190	GLM 4.7Z.ai	1.1¢$10.61 / 1,000	1441	12,995 / 1,814	estimated
191	R1 0528DeepSeek	1.1¢$10.77 / 1,000	1421	12,970 / 1,992	estimated
192	A Aion 3.5 MiniAion Labs	1.1¢$10.86 / 1,000	-	13,000 / 1,258	estimated
193	A Aion-3.0-MiniAion Labs	1.1¢$10.86 / 1,000	-	13,000 / 1,258	estimated
194	N Hermes 3 70B InstructNous Research	1.1¢$10.96 / 1,000	-	13,015 / 2,638	estimated
195	Kimi K2.6Moonshot AI	1.1¢$10.97 / 1,000	1461	13,121 / 715	estimated
196	Kimi K2 ThinkingMoonshot AI	1.1¢$11.03 / 1,000	-	13,117 / 1,263	estimated
197	GLM 4.5VZ.ai	1.1¢$11.06 / 1,000	1352	12,995 / 1,814	estimated
198	Qwen2.5 Coder 32B InstructAlibaba Qwen	1.1¢$11.30 / 1,000	1271	13,119 / 2,642	estimated
199	M Morph V3 FastMorph	1.1¢$11.33 / 1,000	-	13,095 / 714	estimated
200	A Aion-RP 1.0 (8B)Aion Labs	1.2¢$11.54 / 1,000	-	13,004 / 711	estimated
201	S Llama 3.1 Euryale 70B v2.2Sao10K	1.2¢$11.57 / 1,000	-	12,901 / 708	estimated
202	GLM 4.5Z.ai	1.2¢$11.79 / 1,000	1411	12,995 / 1,814	estimated
203	R Relace Apply 3Relace	1.2¢$11.85 / 1,000	-	12,901 / 708	estimated
204	W Palmyra X5Writer	1.2¢$12.08 / 1,000	-	13,017 / 712	estimated
205	GPT-5.4 MiniOpenAI	1.2¢$12.14 / 1,000	1447	12,987 / 533	estimated
206	A Aion-2.0Aion Labs	1.2¢$12.41 / 1,000	-	13,000 / 1,258	estimated
207	Nova Pro 1.0Amazon	1.2¢$12.44 / 1,000	1290	12,745 / 702	estimated
208	GLM 5.2Z.ai	1.2¢$12.45 / 1,000	1476	12,995 / 1,814	estimated
209	DeepSeek V4 Pro 0813DeepSeek	1.3¢$12.50 / 1,000	-	12,970 / 1,992	estimated
210	U Pareto 26.10Unbiased	1.3¢$12.63 / 1,000	-	12,952 / 709	estimated
211	Kimi K2.7 CodeMoonshot AI	1.3¢$13.04 / 1,000	-	13,117 / 1,263	estimated
212	Seed-2.0-CodeByteDance Seed	1.3¢$13.06 / 1,000	-	13,113 / 2,167	estimated
213	Nemotron 3 UltraNVIDIA	1.3¢$13.13 / 1,000	1426	13,217 / 2,168	estimated
214	Qwen2.5 VL 72B InstructAlibaba Qwen	1.3¢$13.14 / 1,000	-	13,119 / 2,642	estimated
215	M Morph V3 LargeMorph	1.3¢$13.14 / 1,000	-	13,095 / 714	estimated
216	SonarPerplexity	1.4¢$13.61 / 1,000	-	12,901 / 708	estimated
217	Mistral Large 4Mistral	1.4¢$13.63 / 1,000	1432	13,373 / 2,170	measured
218	N Hermes 3 405B InstructNous Research	1.4¢$13.73 / 1,000	-	13,017 / 712	estimated
219	GPT-3.5 Turbo (older v0613)OpenAI	1.4¢$14.05 / 1,000	-	12,987 / 533	estimated
220	R1DeepSeek	1.4¢$14.06 / 1,000	1398	12,970 / 1,992	estimated
221	Gemini 3.7 FlashGoogle	1.4¢$14.24 / 1,000	1488	12,741 / 1,248	estimated best value
222	Gemini 3.6 FlashGoogle	1.4¢$14.24 / 1,000	1483	12,741 / 1,248	estimated
223	R Relace SearchRelace	1.5¢$15.03 / 1,000	-	12,901 / 708	estimated
224	Qwen3 235B A22B Thinking 2507Alibaba Qwen	1.5¢$15.15 / 1,000	1400	13,119 / 2,642	estimated
225	N Hermes 4 405BNous Research	1.5¢$15.15 / 1,000	-	13,017 / 712	estimated
226	Gemini 3.8 FlashGoogle	1.6¢$15.66 / 1,000	1496	12,741 / 1,248	measured best value
227	Grok Build 0.1xAI	1.6¢$16.07 / 1,000	-	13,954 / 1,058	estimated
228	Qwen3.5 397B A17BAlibaba Qwen	1.6¢$16.07 / 1,000	1442	13,119 / 2,642	estimated
229	Step 5 PreviewStepFun	1.6¢$16.35 / 1,000	1447	12,961 / 1,257	estimated
230	R Beam 1.0 501B A23BReflection	1.6¢$16.48 / 1,000	-	12,741 / 1,248	estimated
231	o4 Mini HighOpenAI	1.7¢$16.52 / 1,000	-	12,987 / 508	estimated
232	o4 MiniOpenAI	1.7¢$16.52 / 1,000	1391	12,987 / 508	estimated
233	o3 Mini HighOpenAI	1.7¢$16.52 / 1,000	1364	12,987 / 508	estimated
234	o3 MiniOpenAI	1.7¢$16.52 / 1,000	1348	12,987 / 508	estimated
235	Hy4 previewTencent	1.7¢$16.58 / 1,000	-	13,373 / 2,170	estimated
236	GLM 5.1Z.ai	1.8¢$18.06 / 1,000	1465	12,995 / 1,814	estimated
237	GLM 5Z.ai	1.9¢$18.80 / 1,000	1457	12,995 / 1,814	estimated
238	Grok 4.3xAI	2.0¢$20.09 / 1,000	1442	13,954 / 1,058	estimated
239	Grok 4.20 Multi-AgentxAI	2.0¢$20.09 / 1,000	-	13,954 / 1,058	estimated
240	Grok 4.20xAI	2.0¢$20.09 / 1,000	-	13,954 / 1,058	estimated
241	GPT-3.5 Turbo InstructOpenAI	2.1¢$20.55 / 1,000	-	12,987 / 533	estimated
242	Muse Spark OpenMeta	2.1¢$21.23 / 1,000	-	12,741 / 1,248	estimated
243	Muse Spark 1.3Meta	2.1¢$21.23 / 1,000	1494	12,741 / 1,248	estimated
244	Muse Spark 1.2Meta	2.1¢$21.23 / 1,000	1493	12,741 / 1,248	estimated
245	Muse Spark 1.1Meta	2.1¢$21.23 / 1,000	1490	12,741 / 1,248	estimated
246	GPT-5.1-Codex-MaxOpenAI	2.1¢$21.31 / 1,000	-	12,987 / 508	estimated
247	GPT-5.1-CodexOpenAI	2.1¢$21.31 / 1,000	-	12,987 / 508	estimated
248	GPT-5OpenAI	2.1¢$21.31 / 1,000	1435	12,987 / 508	estimated
249	S Sakana NamazuSakana	2.1¢$21.38 / 1,000	-	13,373 / 2,170	estimated
250	GPT-5.1OpenAI	2.2¢$21.56 / 1,000	1456	12,987 / 533	estimated
251	T InklingThinkingmachines	2.2¢$21.76 / 1,000	1441	12,996 / 2,165	estimated
252	Claude Haiku 4.5Anthropic	2.2¢$22.29 / 1,000	1414	18,004 / 857	estimated
253	GLM 5V TurboZ.ai	2.3¢$22.85 / 1,000	1434	12,995 / 1,814	estimated
254	GLM 5 TurboZ.ai	2.3¢$22.85 / 1,000	-	12,995 / 1,814	estimated
255	GPT-5.2-CodexOpenAI	3.0¢$29.84 / 1,000	-	12,987 / 508	estimated
256	GPT-5.2 ChatOpenAI	3.0¢$29.84 / 1,000	1476	12,987 / 508	estimated
257	Kimi K3Moonshot AI	3.0¢$29.85 / 1,000	1487	13,113 / 2,167	estimated
258	o3OpenAI	3.0¢$30.04 / 1,000	1432	12,987 / 508	estimated
259	GPT-4.1OpenAI	3.0¢$30.04 / 1,000	1415	12,987 / 508	estimated
260	GPT-5.3-CodexOpenAI	3.0¢$30.19 / 1,000	-	12,987 / 533	estimated
261	GPT-5.2OpenAI	3.0¢$30.19 / 1,000	1437	12,987 / 533	estimated
262	Qwen3.7 MaxAlibaba Qwen	3.1¢$31.04 / 1,000	1474	13,119 / 2,642	estimated
263	GPT-6.1 Sol ProOpenAI	3.1¢$31.05 / 1,000	-	12,987 / 508	estimated
264	GPT-6.1 SolOpenAI	3.1¢$31.05 / 1,000	1484	12,987 / 508	measured
265	GPT-6 Sol ProOpenAI	3.1¢$31.30 / 1,000	-	12,987 / 533	estimated
266	GPT-6 SolOpenAI	3.1¢$31.30 / 1,000	1459	12,987 / 533	estimated
267	GPT-5.6 Terra ProOpenAI	3.2¢$32.37 / 1,000	-	12,987 / 533	estimated
268	GPT-5.6 TerraOpenAI	3.2¢$32.37 / 1,000	1466	12,987 / 533	estimated
269	Gemini 2.5 ProGoogle	3.3¢$32.83 / 1,000	1445	12,741 / 1,690	estimated
270	Gemini 2.5 Pro Preview 06-05Google	3.3¢$32.83 / 1,000	-	12,741 / 1,690	estimated
271	Grok 4.7xAI	3.4¢$34.26 / 1,000	1444	13,954 / 1,058	measured
272	S Fugu MaxSakana	3.4¢$34.26 / 1,000	-	13,954 / 1,058	estimated
273	Grok 4.6xAI	3.4¢$34.26 / 1,000	1454	13,954 / 1,058	estimated
274	Grok 4.5xAI	3.4¢$34.26 / 1,000	1466	13,954 / 1,058	estimated
275	Gemini 3.5 FlashGoogle	3.4¢$34.32 / 1,000	1478	12,741 / 1,690	estimated
276	A Magnum v4 72BAnthracite Org	3.6¢$36.10 / 1,000	-	13,017 / 712	estimated
277	Mistral Medium 3.5Mistral	3.6¢$36.33 / 1,000	1426	13,373 / 2,170	estimated
278	GPT-4o (2024-11-20)OpenAI	3.8¢$37.55 / 1,000	-	12,987 / 508	estimated
279	GPT-4o (2024-08-06)OpenAI	3.8¢$37.55 / 1,000	1336	12,987 / 508	estimated
280	GPT-4oOpenAI	3.8¢$37.55 / 1,000	-	12,987 / 508	estimated
281	U Pareto 26.9Unbiased	3.8¢$37.70 / 1,000	-	12,952 / 709	estimated
282	Command ACohere	3.9¢$39.44 / 1,000	1354	12,939 / 709	estimated
283	Command R+ (08-2024)Cohere	3.9¢$39.44 / 1,000	1276	12,939 / 709	estimated
284	Mistral Large 2407Mistral	4.0¢$39.77 / 1,000	1314	13,373 / 2,170	estimated
285	Mixtral 8x22B InstructMistral	4.0¢$39.77 / 1,000	-	13,373 / 2,170	estimated
286	Mistral LargeMistral	4.0¢$39.77 / 1,000	-	13,373 / 2,170	estimated
287	GPT-5.4OpenAI	4.0¢$40.46 / 1,000	1475	12,987 / 533	estimated
288	Nova Premier 1.0Amazon	4.1¢$40.64 / 1,000	-	12,745 / 702	estimated
289	GPT-3.5 Turbo 16kOpenAI	4.1¢$40.99 / 1,000	-	12,987 / 508	estimated
290	Qwen3.8 Max (0902)Alibaba Qwen	4.2¢$42.09 / 1,000	1482	13,119 / 2,642	estimated
291	Qwen3.8 2.4T A95BAlibaba Qwen	4.2¢$42.09 / 1,000	-	13,119 / 2,642	estimated
292	Gemini 4 ArgonGoogle	4.2¢$42.38 / 1,000	1524	12,741 / 1,690	estimated best value
293	Sonar Reasoning ProPerplexity	4.3¢$42.86 / 1,000	-	18,004 / 857	estimated
294	Sonar Deep ResearchPerplexity	4.3¢$42.86 / 1,000	-	18,004 / 857	estimated
295	Claude Sonnet 5Anthropic	4.4¢$43.91 / 1,000	1461	18,004 / 790	estimated
296	Claude Sonnet 5.5Anthropic	4.5¢$44.58 / 1,000	1475	18,004 / 857	measured
297	A Aion 3.5Aion Labs	4.5¢$45.14 / 1,000	-	13,005 / 1,021	estimated
298	A Aion-3.0Aion Labs	4.5¢$45.14 / 1,000	-	13,005 / 1,021	estimated
299	Gemini 3.1 Pro Preview Custom ToolsGoogle	4.6¢$45.76 / 1,000	-	12,741 / 1,690	estimated
300	Gemini 3.1 Pro PreviewGoogle	4.6¢$45.76 / 1,000	1487	12,741 / 1,690	measured
301	Sonar ProPerplexity	4.9¢$49.32 / 1,000	-	12,901 / 708	estimated
302	GLM 5.3 PrimeZ.ai	5.2¢$52.35 / 1,000	-	12,995 / 1,814	estimated
303	GPT-5.6 Sol ProOpenAI	6.3¢$62.61 / 1,000	-	12,987 / 533	estimated
304	GPT-5.6 SolOpenAI	6.3¢$62.61 / 1,000	1485	12,987 / 533	estimated
305	MiMo-V2.6-Pro-UltraSpeedXiaomi	6.3¢$62.82 / 1,000	-	13,017 / 712	estimated
306	Sonar Pro SearchPerplexity	6.4¢$63.57 / 1,000	-	12,741 / 1,690	estimated
307	Claude Sonnet 4.6Anthropic	6.6¢$65.86 / 1,000	1472	18,004 / 790	estimated
308	Claude Sonnet 4.5Anthropic	6.7¢$66.87 / 1,000	1455	18,004 / 857	estimated
309	F Ember-1Fireworks	7.2¢$71.84 / 1,000	-	13,113 / 2,167	estimated
310	GPT-4o (2024-05-13)OpenAI	7.3¢$72.55 / 1,000	1346	12,987 / 508	estimated
311	GPT Chat LatestOpenAI	8.0¢$80.17 / 1,000	-	12,987 / 508	estimated
312	GPT-5.5OpenAI	8.1¢$80.92 / 1,000	1481	12,987 / 533	estimated
313	Qwen3.8 Max PrimeAlibaba Qwen	8.4¢$84.18 / 1,000	-	13,119 / 2,642	estimated
314	Muse WonderMeta	8.5¢$84.76 / 1,000	1509	12,741 / 1,690	estimated
315	Claude Opus 5.5Anthropic	8.9¢$89.16 / 1,000	1508	18,004 / 857	estimated
316	Claude Opus 5Anthropic	11¢$110 / 1,000	1490	18,004 / 790	estimated
317	Claude Opus 4.8Anthropic	11¢$110 / 1,000	1482	18,004 / 790	estimated
318	Claude Opus 4.7Anthropic	11¢$110 / 1,000	1501	18,004 / 790	estimated
319	Claude Opus 4.6Anthropic	11¢$110 / 1,000	1503	18,004 / 790	estimated
320	Claude Opus 4.5Anthropic	11¢$111 / 1,000	1470	18,004 / 857	estimated
321	S Fugu Ultra v2Sakana	11¢$114 / 1,000	-	12,741 / 1,690	estimated
322	S Fugu UltraSakana	11¢$114 / 1,000	-	12,741 / 1,690	estimated
323	GPT-4 TurboOpenAI	15¢$145 / 1,000	1324	12,987 / 508	estimated
324	GPT-6 AstraOpenAI	16¢$155 / 1,000	1477	12,987 / 508	estimated
325	GPT-6 Astra ProOpenAI	16¢$155 / 1,000	-	12,987 / 508	estimated
326	Claude Fable 5.1Anthropic	22¢$223 / 1,000	1502	18,004 / 857	estimated
327	Claude Fable 5Anthropic	22¢$223 / 1,000	1504	18,004 / 857	estimated
328	o1OpenAI	23¢$225 / 1,000	1402	12,987 / 508	estimated
329	GPT-5 ProOpenAI	26¢$256 / 1,000	-	12,987 / 508	estimated
330	o3 ProOpenAI	30¢$300 / 1,000	-	12,987 / 508	estimated
331	Claude Opus 4.1Anthropic	33¢$334 / 1,000	1448	18,004 / 857	estimated
332	GPT-5.2 ProOpenAI	36¢$358 / 1,000	-	12,987 / 508	estimated
333	GPT-4OpenAI	42¢$420 / 1,000	1288	12,987 / 508	estimated
334	GPT-5.5 ProOpenAI	48¢$481 / 1,000	-	12,987 / 508	estimated
335	GPT-5.4 ProOpenAI	48¢$481 / 1,000	-	12,987 / 508	estimated
336	o1-proOpenAI	$2.25$2,253 / 1,000	-	12,987 / 508	estimated

Showing 100 of 336 models.

How the price is spread

Number of models per price band (log scale). Most models cluster in a narrow band; a few frontier and reasoning-heavy models cost 100x more.

FAQ

How much does it cost to summarize a 20-page PDF with AI?

On Oct 18, 2026 it costs from 0.10¢ with GLM 5.3 Flash to 22¢ with Claude Fable 5.1 among popular models. The median of 336 models is 0.84¢ per task.

What is the cheapest AI to summarize a 20-page PDF?

The cheapest model overall is gpt-oss-20b at 0.03¢; the cheapest popular model is GLM 5.3 Flash at 0.10¢. The best value among popular models (cheap and highly rated) is Gemini 3.8 Flash at 1.6¢.

Why do reasoning models cost more for the same task?

Reasoning (thinking) tokens are billed as output tokens even though you never see them. On some tasks a model thinks for thousands of tokens before a short answer, which can multiply the cost.

How is the cost calculated?

About 10,000 words of text (roughly 20 pages) summarized to about 300 words plus 5 key takeaways. We send the same prompt (10,023 words of input) to every measured model through OpenRouter with default settings and record the input, output and reasoning tokens it uses.