Home / Tasks / Review 500 lines of code

How much does it cost to review 500 lines of code with AI?

Between 0.26¢ (DeepSeek V4.1 Flash) and 40¢ (Claude Fable 5.1) among popular models. The median across all 336 models is 1.2¢.

Cheapest popular0.26¢

Median1.2¢

Priciest popular40¢

1,000 tasks, cheapest$2.65

1,000 tasks, median$12.33

Models priced336

Full ranking: 336 models

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

#	Model	Cost per task	WebDev score	Tokens in / out	Basis
1	S SummarizeScaledown	≥0.02¢$0.20 / 1,000	-	4,874 / 16,000	estimated capped
2	S ExtractScaledown	≥0.02¢$0.20 / 1,000	-	4,874 / 16,000	estimated capped
3	Mistral NemoMistral	0.04¢$0.41 / 1,000	-	4,658 / 9,116	estimated
4	gpt-oss-20bOpenAI	0.04¢$0.44 / 1,000	1317	4,557 / 3,978	estimated best value
5	Gemma 3 4BGoogle	0.05¢$0.47 / 1,000	1303	5,207 / 2,074	estimated
6	Gemma 3 12BGoogle	0.06¢$0.57 / 1,000	1342	5,207 / 2,074	estimated best value
7	Gemma 4 26B A4B Google	0.08¢$0.82 / 1,000	1360	5,207 / 2,074	estimated best value
8	Mistral Small 3Mistral	0.10¢$0.96 / 1,000	1274	4,658 / 9,116	estimated
9	S Llama 3 8B LunarisSao10K	≥0.10¢$0.99 / 1,000	-	4,874 / 16,000	estimated capped
10	I Ling 3.0 FlashInclusionai	≥0.11¢$1.11 / 1,000	-	4,869 / 16,000	estimated capped
11	Gemma 3 27BGoogle	0.11¢$1.14 / 1,000	1366	5,207 / 2,074	estimated best value
12	Gemini 2.5 Flash LiteGoogle	0.14¢$1.35 / 1,000	1375	5,207 / 2,074	estimated best value
13	Ministral 3 3B 2512Mistral	0.14¢$1.38 / 1,000	-	4,658 / 9,116	estimated
14	Llama 3.1 8B InstructMeta	≥0.15¢$1.52 / 1,000	1211	4,835 / 16,000	estimated capped
15	gpt-oss-safeguard-20bOpenAI	0.15¢$1.54 / 1,000	-	4,557 / 3,978	estimated
16	N Nex-N2.5-MiniNex Agi	≥0.17¢$1.72 / 1,000	-	4,801 / 16,000	estimated capped
17	GPT-5 NanoOpenAI	0.18¢$1.82 / 1,000	1338	4,557 / 3,978	estimated
18	Gemma 4 31BGoogle	0.19¢$1.87 / 1,000	1367	5,207 / 2,074	estimated
19	Granite 4.0 MicroIBM	≥0.19¢$1.87 / 1,000	-	4,835 / 16,000	estimated capped
20	Ministral 3 8B 2512Mistral	0.21¢$2.07 / 1,000	-	4,658 / 9,116	estimated
21	R Reka EdgeRekaai	≥0.21¢$2.08 / 1,000	-	4,835 / 16,000	estimated capped
22	G MythoMax 13BGryphe	≥0.21¢$2.15 / 1,000	-	4,874 / 16,000	estimated capped
23	P Laguna XS 2.1Poolside	≥0.22¢$2.22 / 1,000	-	4,965 / 16,000	estimated capped
24	Qwen3.7 FlashAlibaba Qwen	≥0.22¢$2.23 / 1,000	-	4,874 / 16,000	estimated capped
25	Nova Micro 1.0Amazon	≥0.24¢$2.41 / 1,000	-	4,734 / 16,000	estimated capped
26	I Schematron V2 TurboInference Net	≥0.25¢$2.55 / 1,000	-	4,888 / 16,000	estimated capped
27	GPT-4.1 NanoOpenAI	0.26¢$2.56 / 1,000	1322	4,557 / 5,258	estimated
28	Phi 4Microsoft	≥0.26¢$2.58 / 1,000	1256	4,835 / 16,000	estimated capped
29	Command R7B (12-2024)Cohere	≥0.26¢$2.58 / 1,000	-	4,806 / 16,000	estimated capped
30	I Mercury 2.5Inception	≥0.26¢$2.59 / 1,000	-	4,666 / 16,000	estimated capped
31	DeepSeek V4.1 FlashDeepSeek	≥0.26¢$2.65 / 1,000	1618	4,801 / 16,000	measured best value capped
32	Mistral Small 3.2 24BMistral	0.27¢$2.72 / 1,000	1356	4,658 / 9,116	estimated
33	Ministral 3 14B 2512Mistral	0.28¢$2.75 / 1,000	-	4,658 / 9,116	estimated
34	Qwen3.5-9BAlibaba Qwen	≥0.29¢$2.89 / 1,000	-	4,874 / 16,000	estimated capped
35	Hy-MT2-1.8BTencent	≥0.30¢$3.05 / 1,000	-	4,874 / 16,000	estimated capped
36	gpt-oss-120bOpenAI	0.31¢$3.07 / 1,000	1352	4,557 / 3,978	estimated
37	GPT-6 Luna ProOpenAI	0.31¢$3.08 / 1,000	-	4,557 / 5,258	estimated
38	GPT-6 LunaOpenAI	0.31¢$3.08 / 1,000	1578	4,557 / 5,258	measured
39	I Ling 3.0 Flash VLInclusionai	≥0.32¢$3.17 / 1,000	-	4,869 / 16,000	estimated capped
40	Voxtral Small 24B 2507Mistral	0.32¢$3.20 / 1,000	-	4,658 / 9,116	estimated
41	P Laguna S 2.1Poolside	≥0.33¢$3.33 / 1,000	-	4,965 / 16,000	estimated capped
42	Llama 3.2 1B InstructMeta	≥0.33¢$3.35 / 1,000	1111	4,835 / 16,000	estimated capped
43	DeepSeek V4 Flash 0423DeepSeek	≥0.33¢$3.35 / 1,000	1581	4,801 / 16,000	estimated capped
44	C UncensoredCognitivecomputations	0.34¢$3.36 / 1,000	-	4,881 / 2,653	estimated
45	GLM 5.3 FlashZ.ai	≥0.34¢$3.42 / 1,000	1606	4,532 / 16,000	measured capped
46	U Solar Mini 4Upstage	≥0.34¢$3.44 / 1,000	-	4,781 / 16,000	estimated capped
47	Step 3.7 FlashStepFun	0.35¢$3.48 / 1,000	-	5,297 / 2,109	estimated
48	Nemotron 3.5 LightningNVIDIA	≥0.35¢$3.54 / 1,000	1351	4,912 / 16,000	estimated capped
49	Muse Spark 1.3 ContributorMeta	≥0.37¢$3.65 / 1,000	-	4,532 / 16,000	estimated capped
50	Muse Spark 1.2 ContributorMeta	≥0.37¢$3.65 / 1,000	-	4,532 / 16,000	estimated capped
51	R Reka Flash 3Rekaai	≥0.37¢$3.65 / 1,000	-	4,536 / 16,000	estimated capped
52	UI-TARS 7B ByteDance	≥0.37¢$3.68 / 1,000	-	4,835 / 16,000	estimated capped
53	Qwen2.5 7B InstructAlibaba Qwen	≥0.37¢$3.69 / 1,000	-	4,874 / 16,000	estimated capped
54	MiniMax M2.5MiniMax	0.37¢$3.74 / 1,000	1386	4,762 / 2,588	estimated
55	Llama Guard 4 12BMeta	≥0.38¢$3.75 / 1,000	-	4,835 / 16,000	estimated capped
56	MiniMax-01MiniMax	0.38¢$3.80 / 1,000	-	4,762 / 2,588	estimated
57	GPT-4o-miniOpenAI	0.38¢$3.84 / 1,000	-	4,557 / 5,258	estimated
58	GPT-4o-mini (2024-07-18)OpenAI	0.38¢$3.84 / 1,000	1318	4,557 / 5,258	estimated
59	MiniMax M2MiniMax	0.39¢$3.85 / 1,000	1297	4,762 / 2,588	estimated
60	I Schematron V2 SmallInference Net	≥0.39¢$3.92 / 1,000	-	4,888 / 16,000	estimated capped
61	I Ling 3.1 FlashInclusionai	≥0.40¢$3.97 / 1,000	-	4,869 / 16,000	estimated capped
62	Muse Glimmer 30BMeta	0.41¢$4.05 / 1,000	-	5,207 / 2,074	estimated
63	Nova Lite 1.0Amazon	≥0.41¢$4.12 / 1,000	1260	4,734 / 16,000	estimated capped
64	Nemotron 3 Nano 30B A3BNVIDIA	≥0.41¢$4.13 / 1,000	1314	4,912 / 16,000	estimated capped
65	Nemotron 3.5 Content SafetyNVIDIA	≥0.42¢$4.18 / 1,000	-	4,912 / 16,000	estimated capped
66	Granite 4.2 8BIBM	≥0.43¢$4.29 / 1,000	1290	4,815 / 16,000	estimated capped
67	N Nex-N2.5-ProNex Agi	≥0.44¢$4.36 / 1,000	-	4,801 / 16,000	estimated capped
68	MiMo-V2.6-ProXiaomi	0.44¢$4.36 / 1,000	1625	4,805 / 2,611	estimated best value
69	MiMo-V2.5-ProXiaomi	0.44¢$4.36 / 1,000	1481	4,805 / 2,611	estimated
70	U Solar Pro 4Upstage	0.44¢$4.37 / 1,000	1371	5,109 / 10,870	estimated
71	Gemini 3.1 Flash LiteGoogle	0.44¢$4.41 / 1,000	-	5,207 / 2,074	estimated
72	Gemini 3.1 Flash Lite PreviewGoogle	0.44¢$4.41 / 1,000	1257	5,207 / 2,074	estimated
73	Qwen3 14BAlibaba Qwen	≥0.44¢$4.42 / 1,000	-	4,874 / 16,000	estimated capped
74	Qwen3.5-FlashAlibaba Qwen	≥0.45¢$4.48 / 1,000	1244	4,874 / 16,000	estimated capped
75	MiniMax M3MiniMax	0.45¢$4.53 / 1,000	1482	4,762 / 2,588	measured
76	MiniMax M2.7MiniMax	0.45¢$4.53 / 1,000	1399	4,762 / 2,588	estimated
77	MiniMax M2-herMiniMax	0.45¢$4.53 / 1,000	-	4,762 / 2,588	estimated
78	MiniMax M2.1MiniMax	0.45¢$4.53 / 1,000	1384	4,762 / 2,588	estimated
79	M LongCat 2.0Meituan	0.46¢$4.57 / 1,000	-	4,800 / 2,608	estimated
80	P Perceptron Mk1Perceptron	0.47¢$4.67 / 1,000	-	4,833 / 2,627	estimated
81	Gemma 2 27BGoogle	0.47¢$4.73 / 1,000	1290	5,207 / 2,074	estimated
82	T Skyfall 36B V2Thedrummer	0.48¢$4.81 / 1,000	-	4,881 / 2,653	estimated
83	Qwen3 Coder 30B A3B InstructAlibaba Qwen	≥0.48¢$4.82 / 1,000	-	4,874 / 16,000	estimated capped
84	Qwen3 32BAlibaba Qwen	≥0.49¢$4.87 / 1,000	1347	4,874 / 16,000	estimated capped
85	Seed-2.0-MiniByteDance Seed	0.49¢$4.88 / 1,000	-	5,186 / 10,906	estimated
86	Hy-MT2-30B-A3BTencent	≥0.51¢$5.08 / 1,000	-	4,874 / 16,000	estimated capped
87	Hy-MT2-7BTencent	≥0.51¢$5.08 / 1,000	-	4,874 / 16,000	estimated capped
88	MiMo-V2.6-FlashXiaomi	≥0.52¢$5.16 / 1,000	1634	4,835 / 16,000	estimated best value capped
89	MiMo-V2.5Xiaomi	≥0.52¢$5.16 / 1,000	1438	4,835 / 16,000	estimated capped
90	Seed 1.6 FlashByteDance Seed	≥0.52¢$5.17 / 1,000	-	4,874 / 16,000	estimated capped
91	Qwen3 30B A3B Instruct 2507Alibaba Qwen	≥0.52¢$5.24 / 1,000	1382	4,874 / 16,000	estimated capped
92	Step 3.5 FlashStepFun	≥0.53¢$5.25 / 1,000	1393	4,518 / 15,999	estimated capped
93	DeepSeek V4 Flash 0731DeepSeek	≥0.53¢$5.28 / 1,000	-	4,801 / 16,000	estimated capped
94	Llama 4 ScoutMeta	≥0.53¢$5.28 / 1,000	1322	4,835 / 16,000	estimated capped
95	Command A+Cohere	0.53¢$5.33 / 1,000	-	4,776 / 2,595	estimated
96	Nemotron 3 SuperNVIDIA	0.53¢$5.33 / 1,000	1360	5,227 / 10,924	estimated
97	Llama 3.2 3B InstructMeta	≥0.55¢$5.52 / 1,000	1167	4,835 / 16,000	estimated capped
98	Llama 3.3 70B InstructMeta	≥0.56¢$5.60 / 1,000	1318	4,835 / 16,000	estimated capped
99	P Ternary Bonsai 2 27BPrism Ml	0.58¢$5.84 / 1,000	-	5,176 / 10,901	estimated
100	Mistral Small 4Mistral	0.62¢$6.17 / 1,000	-	4,658 / 9,116	estimated
101	S Llama 3.1 Euryale 70B v2.2Sao10K	0.62¢$6.25 / 1,000	-	4,762 / 2,588	estimated
102	SabaMistral	0.64¢$6.40 / 1,000	-	4,658 / 9,116	estimated
103	Seed 1.6ByteDance Seed	0.65¢$6.47 / 1,000	-	4,843 / 2,632	estimated
104	Claude Haiku 5.5Anthropic	0.66¢$6.61 / 1,000	1585	7,117 / 11,790	measured
105	GLM 4.7 FlashZ.ai	≥0.67¢$6.67 / 1,000	1364	4,532 / 16,000	estimated capped
106	A Aion 3.5 MiniAion Labs	0.67¢$6.68 / 1,000	-	5,313 / 2,116	estimated
107	A Aion-3.0-MiniAion Labs	0.67¢$6.68 / 1,000	-	5,313 / 2,116	estimated
108	Mistral Small 3.1 24BMistral	0.67¢$6.69 / 1,000	1303	4,658 / 9,116	estimated
109	Gemini 3.5 Flash LiteGoogle	0.67¢$6.75 / 1,000	1441	5,207 / 2,074	estimated
110	Gemini 2.5 FlashGoogle	0.67¢$6.75 / 1,000	1409	5,207 / 2,074	estimated
111	Nemotron 3.5 Super VLNVIDIA	≥0.69¢$6.89 / 1,000	-	4,912 / 16,000	estimated capped
112	M Morph V3 FastMorph	0.70¢$7.02 / 1,000	-	4,833 / 2,627	estimated
113	Hy3Tencent	0.72¢$7.16 / 1,000	1506	7,117 / 11,790	estimated
114	GPT-5.6 Luna ProOpenAI	0.72¢$7.22 / 1,000	-	4,557 / 5,258	estimated
115	GPT-5.6 LunaOpenAI	0.72¢$7.22 / 1,000	1519	4,557 / 5,258	estimated
116	R Relace Apply 3Relace	0.73¢$7.28 / 1,000	-	4,762 / 2,588	estimated
117	U Solar Pro 3Upstage	0.73¢$7.29 / 1,000	-	5,109 / 10,870	estimated
118	SonarPerplexity	0.73¢$7.35 / 1,000	-	4,762 / 2,588	estimated
119	N Hermes 3 405B InstructNous Research	0.74¢$7.42 / 1,000	-	4,805 / 2,611	estimated
120	GPT-5.4 NanoOpenAI	0.75¢$7.48 / 1,000	1401	4,557 / 5,258	estimated
121	A Aion-2.0Aion Labs	0.76¢$7.64 / 1,000	-	5,313 / 2,116	estimated
122	DeepSeek V4 Pro 0423DeepSeek	≥0.77¢$7.68 / 1,000	1582	4,801 / 16,000	estimated capped
123	Nova 2 LiteAmazon	0.78¢$7.80 / 1,000	1335	4,704 / 2,556	estimated
124	DeepSeek V3.2 ExpDeepSeek	≥0.79¢$7.86 / 1,000	1272	4,801 / 16,000	estimated capped
125	M Moondream 3 PreviewMoondream	0.79¢$7.90 / 1,000	-	4,762 / 2,588	estimated
126	M Moondream 3.1Moondream	0.79¢$7.90 / 1,000	-	4,762 / 2,588	estimated
127	A Aion-RP 1.0 (8B)Aion Labs	0.80¢$8.01 / 1,000	-	4,800 / 2,608	estimated
128	DeepSeek V3.2DeepSeek	≥0.81¢$8.06 / 1,000	1362	4,801 / 16,000	estimated capped
129	Qwen2.5 72B InstructAlibaba Qwen	≥0.82¢$8.15 / 1,000	1303	4,874 / 16,000	estimated capped
130	Qwen3.8 Omni FlashAlibaba Qwen	≥0.83¢$8.25 / 1,000	-	4,874 / 16,000	estimated capped
131	Qwen3.8 FlashAlibaba Qwen	≥0.83¢$8.25 / 1,000	-	4,874 / 16,000	measured capped
132	MiniMax M1MiniMax	0.83¢$8.31 / 1,000	1364	4,762 / 2,588	estimated
133	Llama 3.1 70B InstructMeta	≥0.83¢$8.33 / 1,000	1293	4,835 / 16,000	estimated capped
134	Hy3 previewTencent	0.84¢$8.36 / 1,000	1357	7,117 / 11,790	estimated
135	T UnslopNemo 12BThedrummer	≥0.84¢$8.36 / 1,000	-	4,912 / 16,000	estimated capped
136	Kimi K2 ThinkingMoonshot AI	0.86¢$8.55 / 1,000	-	5,360 / 2,135	estimated
137	Qwen3 30B A3BAlibaba Qwen	≥0.86¢$8.58 / 1,000	1327	4,874 / 16,000	estimated capped
138	Kimi K2 0711Moonshot AI	0.88¢$8.81 / 1,000	1418	4,843 / 2,632	estimated
139	Gemini 3 Flash PreviewGoogle	0.88¢$8.83 / 1,000	1440	5,207 / 2,074	estimated
140	Seed 2.1 TurboByteDance Seed	0.90¢$9.00 / 1,000	-	4,843 / 2,632	estimated
141	Kimi K2.5Moonshot AI	0.90¢$9.00 / 1,000	1437	4,843 / 2,632	estimated
142	GPT-5.1-Codex-MiniOpenAI	0.91¢$9.10 / 1,000	1244	4,557 / 3,978	estimated
143	GPT-5 MiniOpenAI	0.91¢$9.10 / 1,000	1390	4,557 / 3,978	estimated
144	Qwen3 235B A22B Instruct 2507Alibaba Qwen	≥0.92¢$9.24 / 1,000	1422	4,874 / 16,000	estimated capped
145	M Morph V3 LargeMorph	0.93¢$9.34 / 1,000	-	4,833 / 2,627	estimated
146	I Mercury 2Inception	0.94¢$9.36 / 1,000	1171	4,986 / 10,814	estimated
147	T Cydonia 24B V4.1Thedrummer	≥0.95¢$9.47 / 1,000	-	4,912 / 16,000	estimated capped
148	Kimi K2 0905Moonshot AI	0.95¢$9.49 / 1,000	1419	4,843 / 2,632	estimated
149	Codestral 2508Mistral	0.96¢$9.60 / 1,000	-	4,658 / 9,116	estimated
150	Hunyuan A13B InstructTencent	≥0.98¢$9.80 / 1,000	-	4,874 / 16,000	estimated capped
151	GPT-3.5 TurboOpenAI	1.0¢$10.17 / 1,000	-	4,557 / 5,258	estimated
152	GPT-4.1 MiniOpenAI	1.0¢$10.24 / 1,000	1383	4,557 / 5,258	estimated
153	DeepSeek V4.1 Flash 1017DeepSeek	≥1.0¢$10.32 / 1,000	-	4,801 / 16,000	estimated capped
154	Command R (08-2024)Cohere	≥1.0¢$10.32 / 1,000	1250	4,806 / 16,000	estimated capped
155	Qwen3 VL 30B A3B InstructAlibaba Qwen	≥1.0¢$10.33 / 1,000	-	4,874 / 16,000	estimated capped
156	E GlimpseElorian	1.1¢$10.62 / 1,000	-	4,762 / 2,588	estimated
157	Kimi K2.7 CodeMoonshot AI	1.1¢$10.75 / 1,000	1474	5,360 / 2,135	estimated
158	Step 5 PreviewStepFun	1.1¢$10.99 / 1,000	1565	5,297 / 2,109	estimated
159	Llama 4 MaverickMeta	≥1.1¢$11.35 / 1,000	1327	4,835 / 16,000	estimated capped
160	DeepSeek V4 Flash Vision ExpDeepSeek	≥1.1¢$11.38 / 1,000	-	4,801 / 16,000	estimated capped
161	LFM2.5-24B-A2BLiquid AI	≥1.1¢$11.43 / 1,000	-	4,532 / 16,000	estimated capped
162	R Beam 1.0 501B A23BReflection	1.1¢$11.43 / 1,000	1438	5,207 / 2,074	estimated
163	Gemini 3.7 FlashGoogle	1.2¢$11.68 / 1,000	1591	5,207 / 2,074	estimated
164	Gemini 3.6 FlashGoogle	1.2¢$11.68 / 1,000	1538	5,207 / 2,074	estimated
165	Nova Pro 1.0Amazon	1.2¢$11.94 / 1,000	1290	4,704 / 2,556	estimated
166	U ReMM SLERP 13BUndi95	≥1.2¢$12.11 / 1,000	-	4,874 / 16,000	estimated capped
167	Kimi K2.6Moonshot AI	1.2¢$12.12 / 1,000	1510	4,843 / 2,632	estimated
168	U Pareto 26.10Unbiased	1.2¢$12.14 / 1,000	-	4,781 / 2,598	estimated
169	R Relace SearchRelace	1.3¢$12.53 / 1,000	-	4,762 / 2,588	estimated
170	N Hermes 4 405BNous Research	1.3¢$12.64 / 1,000	-	4,805 / 2,611	estimated
171	Gemini 3.8 FlashGoogle	1.3¢$12.85 / 1,000	1585	5,207 / 2,074	measured
172	WizardLM-2 8x22BMicrosoft	≥1.3¢$12.92 / 1,000	-	4,835 / 16,000	estimated capped
173	T Inkling SmallThinkingmachines	1.3¢$12.92 / 1,000	1409	4,526 / 9,071	estimated
174	Qwen3 VL 8B InstructAlibaba Qwen	≥1.3¢$13.22 / 1,000	-	4,874 / 16,000	estimated capped
175	Qwen3 Coder NextAlibaba Qwen	≥1.3¢$13.38 / 1,000	-	4,874 / 16,000	estimated capped
176	Qwen-PlusAlibaba Qwen	≥1.4¢$13.75 / 1,000	-	4,874 / 16,000	estimated capped
177	A Trinity Large ThinkingArcee AI	≥1.4¢$13.88 / 1,000	1238	4,341 / 15,999	estimated capped
178	M Weaver (alpha)Mancer	≥1.4¢$13.95 / 1,000	-	4,874 / 16,000	estimated capped
179	GLM 4.5 AirZ.ai	≥1.4¢$14.19 / 1,000	1373	4,532 / 16,000	estimated capped
180	P Perceptron Mk1.5Perceptron	1.4¢$14.31 / 1,000	-	4,558 / 9,081	estimated
181	N Hermes 3 70B InstructNous Research	≥1.5¢$14.58 / 1,000	-	4,835 / 16,000	estimated capped
182	GPT-3.5 Turbo (older v0613)OpenAI	1.5¢$15.07 / 1,000	-	4,557 / 5,258	estimated
183	S Llama 3.3 Euryale 70BSao10K	≥1.5¢$15.17 / 1,000	-	4,874 / 16,000	estimated capped
184	Muse Spark OpenMeta	1.5¢$15.32 / 1,000	1511	5,207 / 2,074	estimated
185	Muse Spark 1.3Meta	1.5¢$15.32 / 1,000	1658	5,207 / 2,074	estimated best value
186	Muse Spark 1.2Meta	1.5¢$15.32 / 1,000	1534	5,207 / 2,074	estimated
187	Muse Spark 1.1Meta	1.5¢$15.32 / 1,000	1542	5,207 / 2,074	estimated
188	GLM 4.6VZ.ai	≥1.6¢$15.76 / 1,000	1378	4,532 / 16,000	estimated capped
189	DeepSeek V3DeepSeek	≥1.6¢$15.78 / 1,000	1358	4,801 / 16,000	estimated capped
190	Mistral Large 3 2512Mistral	1.6¢$16.00 / 1,000	1230	4,658 / 9,116	estimated
191	DeepSeek V3.1DeepSeek	≥1.6¢$16.40 / 1,000	1417	4,801 / 16,000	estimated capped
192	Qwen3 Coder FlashAlibaba Qwen	≥1.7¢$16.55 / 1,000	-	4,874 / 16,000	estimated capped
193	Qwen3.6 35B A3BAlibaba Qwen	≥1.7¢$16.73 / 1,000	-	4,874 / 16,000	estimated capped
194	Qwen3.5-35B-A3BAlibaba Qwen	≥1.7¢$16.73 / 1,000	1254	4,874 / 16,000	estimated capped
195	DeepSeek V3.1 TerminusDeepSeek	≥1.7¢$17.30 / 1,000	1416	4,801 / 16,000	estimated capped
196	GPT-3.5 Turbo InstructOpenAI	1.7¢$17.35 / 1,000	-	4,557 / 5,258	estimated
197	Qwen3 VL 30B A3B ThinkingAlibaba Qwen	≥1.7¢$17.41 / 1,000	-	4,874 / 16,000	estimated capped
198	Qwen3 Coder 480B A35BAlibaba Qwen	≥1.7¢$17.46 / 1,000	1275	4,874 / 16,000	estimated capped
199	Qwen3 Next 80B A3B InstructAlibaba Qwen	≥1.8¢$18.04 / 1,000	1398	4,874 / 16,000	estimated capped
200	W Palmyra X5Writer	1.9¢$18.55 / 1,000	-	4,805 / 2,611	estimated
201	Qwen3.6 FlashAlibaba Qwen	≥1.9¢$18.91 / 1,000	-	4,874 / 16,000	estimated capped
202	Qwen2.5 Coder 32B InstructAlibaba Qwen	≥1.9¢$19.22 / 1,000	1271	4,874 / 16,000	estimated capped
203	Seed-2.0-LiteByteDance Seed	1.9¢$19.31 / 1,000	-	4,567 / 9,085	estimated
204	DeepSeek V3 0324DeepSeek	≥2.0¢$19.63 / 1,000	1395	4,801 / 16,000	estimated capped
205	Qwen2.5 VL 72B InstructAlibaba Qwen	≥2.0¢$19.90 / 1,000	-	4,874 / 16,000	estimated capped
206	Qwen3 Next 80B A3B ThinkingAlibaba Qwen	≥2.0¢$19.93 / 1,000	1369	4,874 / 16,000	estimated capped
207	Devstral 2 2512Mistral	2.0¢$20.10 / 1,000	1196	4,658 / 9,116	estimated
208	Mistral Medium 3.1Mistral	2.0¢$20.10 / 1,000	1408	4,658 / 9,116	estimated
209	Mistral Medium 3Mistral	2.0¢$20.10 / 1,000	1387	4,658 / 9,116	estimated
210	GLM 5.3 FlashXZ.ai	≥2.2¢$21.68 / 1,000	-	4,532 / 16,000	estimated capped
211	Qwen3.7 PlusAlibaba Qwen	≥2.2¢$22.04 / 1,000	1456	4,874 / 16,000	estimated capped
212	Mistral Large 4Mistral	2.2¢$22.22 / 1,000	1542	4,658 / 9,116	measured
213	o4 Mini HighOpenAI	2.3¢$22.52 / 1,000	-	4,557 / 3,978	estimated
214	o4 MiniOpenAI	2.3¢$22.52 / 1,000	1391	4,557 / 3,978	estimated
215	o3 Mini HighOpenAI	2.3¢$22.52 / 1,000	1364	4,557 / 3,978	estimated
216	o3 MiniOpenAI	2.3¢$22.52 / 1,000	1348	4,557 / 3,978	estimated
217	Nemotron 3 UltraNVIDIA	2.5¢$24.59 / 1,000	1426	4,603 / 9,097	estimated
218	A Magnum v4 72BAnthracite Org	2.5¢$25.07 / 1,000	-	4,805 / 2,611	estimated
219	Qwen3.5 Plus 2026-02-15Alibaba Qwen	≥2.6¢$26.23 / 1,000	-	4,874 / 16,000	estimated capped
220	Hy4 previewTencent	2.7¢$26.68 / 1,000	1632	4,658 / 9,116	estimated
221	GPT-5.4 MiniOpenAI	2.7¢$27.08 / 1,000	1398	4,557 / 5,258	estimated
222	Seed-2.0-CodeByteDance Seed	3.0¢$29.54 / 1,000	-	4,567 / 9,085	estimated
223	GPT-3.5 Turbo 16kOpenAI	3.0¢$29.58 / 1,000	-	4,557 / 3,978	estimated
224	Qwen3.5 Plus 2026-04-20Alibaba Qwen	≥3.0¢$30.26 / 1,000	-	4,874 / 16,000	estimated capped
225	Qwen3 VL 235B A22B InstructAlibaba Qwen	≥3.1¢$31.42 / 1,000	1413	4,874 / 16,000	estimated capped
226	U Pareto 26.9Unbiased	3.1¢$31.44 / 1,000	-	4,781 / 2,598	estimated
227	GLM 4.5VZ.ai	≥3.2¢$31.52 / 1,000	1352	4,532 / 16,000	estimated capped
228	Qwen3.6 PlusAlibaba Qwen	≥3.3¢$32.78 / 1,000	1462	4,874 / 16,000	estimated capped
229	Qwen3.6 27BAlibaba Qwen	≥3.3¢$33.22 / 1,000	-	4,874 / 16,000	estimated capped
230	GLM 4.7Z.ai	≥3.4¢$34.13 / 1,000	1435	4,532 / 16,000	estimated capped
231	GLM 4.6Z.ai	≥3.4¢$34.27 / 1,000	1341	4,532 / 16,000	estimated capped
232	Qwen3.5-122B-A10BAlibaba Qwen	≥3.5¢$34.55 / 1,000	1360	4,874 / 16,000	estimated capped
233	DeepSeek V4 Pro 0813DeepSeek	≥3.5¢$34.85 / 1,000	-	4,801 / 16,000	estimated capped
234	Qwen3.8 27BAlibaba Qwen	≥3.6¢$36.37 / 1,000	1593	4,874 / 16,000	estimated capped
235	R1 0528DeepSeek	≥3.7¢$36.80 / 1,000	1421	4,801 / 16,000	estimated capped
236	Command ACohere	3.8¢$37.89 / 1,000	1354	4,776 / 2,595	estimated
237	Command R+ (08-2024)Cohere	3.8¢$37.89 / 1,000	1276	4,776 / 2,595	estimated
238	GLM 4.5Z.ai	≥3.8¢$37.92 / 1,000	1411	4,532 / 16,000	estimated capped
239	Claude Haiku 4.5Anthropic	4.0¢$39.83 / 1,000	1330	7,117 / 6,543	estimated
240	S Sakana NamazuSakana	4.1¢$40.89 / 1,000	-	4,658 / 9,116	estimated
241	o3OpenAI	4.1¢$40.94 / 1,000	1432	4,557 / 3,978	estimated
242	GPT-4.1OpenAI	4.1¢$40.94 / 1,000	1415	4,557 / 3,978	estimated
243	T InklingThinkingmachines	4.1¢$41.26 / 1,000	1414	4,526 / 9,071	estimated
244	GLM 5.2Z.ai	≥4.2¢$41.53 / 1,000	1605	4,532 / 16,000	estimated capped
245	Qwen3.5-27BAlibaba Qwen	≥4.3¢$42.87 / 1,000	1358	4,874 / 16,000	estimated capped
246	R1DeepSeek	≥4.3¢$43.36 / 1,000	1398	4,801 / 16,000	estimated capped
247	MiMo-V2.6-Pro-UltraSpeedXiaomi	4.4¢$43.62 / 1,000	-	4,805 / 2,611	estimated
248	Nova Premier 1.0Amazon	4.4¢$43.71 / 1,000	-	4,704 / 2,556	estimated
249	GPT-5.1-Codex-MaxOpenAI	4.5¢$45.48 / 1,000	-	4,557 / 3,978	estimated
250	GPT-5.1-CodexOpenAI	4.5¢$45.48 / 1,000	1337	4,557 / 3,978	estimated
251	GPT-5OpenAI	4.5¢$45.48 / 1,000	1418	4,557 / 3,978	estimated
252	GPT-6.1 Sol ProOpenAI	4.9¢$48.89 / 1,000	-	4,557 / 3,978	estimated
253	GPT-6.1 SolOpenAI	4.9¢$48.89 / 1,000	1756	4,557 / 3,978	measured best value
254	GPT-4o (2024-11-20)OpenAI	5.1¢$51.17 / 1,000	-	4,557 / 3,978	estimated
255	GPT-4o (2024-08-06)OpenAI	5.1¢$51.17 / 1,000	1336	4,557 / 3,978	estimated
256	GPT-4oOpenAI	5.1¢$51.17 / 1,000	-	4,557 / 3,978	estimated
257	GLM 5.1Z.ai	≥5.3¢$52.95 / 1,000	1508	4,532 / 16,000	estimated capped
258	Sonar ProPerplexity	5.3¢$53.11 / 1,000	-	4,762 / 2,588	estimated
259	GLM 5Z.ai	≥5.6¢$55.73 / 1,000	1435	4,532 / 16,000	estimated capped
260	Qwen3 235B A22B Thinking 2507Alibaba Qwen	≥5.8¢$58.19 / 1,000	1400	4,874 / 16,000	estimated capped
261	GPT-5.1OpenAI	5.8¢$58.28 / 1,000	1396	4,557 / 5,258	estimated
262	Qwen3.5 397B A17BAlibaba Qwen	≥6.0¢$60.04 / 1,000	1400	4,874 / 16,000	estimated capped
263	GPT-6 Sol ProOpenAI	6.2¢$61.69 / 1,000	-	4,557 / 5,258	estimated
264	GPT-6 SolOpenAI	6.2¢$61.69 / 1,000	1683	4,557 / 5,258	estimated
265	GPT-5.2-CodexOpenAI	6.4¢$63.67 / 1,000	1339	4,557 / 3,978	estimated
266	GPT-5.2 ChatOpenAI	6.4¢$63.67 / 1,000	1476	4,557 / 3,978	estimated
267	Mistral Large 2407Mistral	6.4¢$64.01 / 1,000	1314	4,658 / 9,116	estimated
268	Mixtral 8x22B InstructMistral	6.4¢$64.01 / 1,000	-	4,658 / 9,116	estimated
269	Mistral LargeMistral	6.4¢$64.01 / 1,000	-	4,658 / 9,116	estimated
270	Sonar Reasoning ProPerplexity	6.7¢$66.58 / 1,000	-	7,117 / 6,543	estimated
271	Sonar Deep ResearchPerplexity	6.7¢$66.58 / 1,000	-	7,117 / 6,543	estimated
272	GLM 5V TurboZ.ai	≥6.9¢$69.44 / 1,000	1402	4,532 / 16,000	estimated capped
273	GLM 5 TurboZ.ai	≥6.9¢$69.44 / 1,000	-	4,532 / 16,000	estimated capped
274	GPT-5.6 Terra ProOpenAI	7.2¢$72.21 / 1,000	-	4,557 / 5,258	estimated
275	GPT-5.6 TerraOpenAI	7.2¢$72.21 / 1,000	1522	4,557 / 5,258	estimated
276	Mistral Medium 3.5Mistral	7.5¢$75.36 / 1,000	1264	4,658 / 9,116	estimated
277	Grok Build 0.1xAI	7.6¢$75.72 / 1,000	-	6,185 / 34,769	estimated
278	GLM 5.3Z.ai	≥7.7¢$77.16 / 1,000	1621	4,532 / 16,000	estimated capped
279	Qwen3.7 MaxAlibaba Qwen	≥7.8¢$77.99 / 1,000	1515	4,874 / 16,000	estimated capped
280	Claude Sonnet 5.5Anthropic	8.0¢$79.66 / 1,000	1768	7,117 / 6,543	measured best value
281	GPT-5.3-CodexOpenAI	8.2¢$81.59 / 1,000	1407	4,557 / 5,258	estimated
282	GPT-5.2OpenAI	8.2¢$81.59 / 1,000	1417	4,557 / 5,258	estimated
283	GPT-4o (2024-05-13)OpenAI	8.2¢$82.45 / 1,000	1346	4,557 / 3,978	estimated
284	Gemini 3.5 FlashGoogle	8.5¢$85.43 / 1,000	1500	5,207 / 8,624	estimated
285	GPT-5.4OpenAI	9.0¢$90.26 / 1,000	1464	4,557 / 5,258	estimated
286	Gemini 2.5 ProGoogle	9.3¢$92.75 / 1,000	1226	5,207 / 8,624	estimated
287	Gemini 2.5 Pro Preview 06-05Google	9.3¢$92.75 / 1,000	-	5,207 / 8,624	estimated
288	Grok 4.3xAI	9.5¢$94.65 / 1,000	1358	6,185 / 34,769	estimated
289	Grok 4.20 Multi-AgentxAI	9.5¢$94.65 / 1,000	-	6,185 / 34,769	estimated
290	Grok 4.20xAI	9.5¢$94.65 / 1,000	1376	6,185 / 34,769	estimated
291	Gemini 4 ArgonGoogle	9.7¢$96.65 / 1,000	1678	5,207 / 8,624	estimated
292	Qwen3.8 Max (0902)Alibaba Qwen	≥11¢$106 / 1,000	1674	4,874 / 16,000	estimated capped
293	Qwen3.8 2.4T A95BAlibaba Qwen	≥11¢$106 / 1,000	-	4,874 / 16,000	estimated capped
294	Kimi K3Moonshot AI	11¢$110 / 1,000	1655	4,567 / 9,085	estimated
295	Gemini 3.1 Pro Preview Custom ToolsGoogle	11¢$114 / 1,000	-	5,207 / 8,624	estimated
296	Gemini 3.1 Pro PreviewGoogle	11¢$114 / 1,000	1447	5,207 / 8,624	measured
297	Claude Sonnet 4.5Anthropic	12¢$119 / 1,000	1394	7,117 / 6,543	estimated
298	GPT-5.6 Sol ProOpenAI	12¢$123 / 1,000	-	4,557 / 5,258	estimated
299	GPT-5.6 SolOpenAI	12¢$123 / 1,000	1616	4,557 / 5,258	estimated
300	Claude Sonnet 5Anthropic	13¢$132 / 1,000	1540	7,117 / 11,790	estimated
301	GPT Chat LatestOpenAI	14¢$142 / 1,000	-	4,557 / 3,978	estimated
302	Sonar Pro SearchPerplexity	14¢$145 / 1,000	-	5,207 / 8,624	estimated
303	F Ember-1Fireworks	15¢$150 / 1,000	-	4,567 / 9,085	estimated
304	GLM 5.3 PrimeZ.ai	≥15¢$153 / 1,000	-	4,532 / 16,000	estimated capped
305	Claude Opus 5.5Anthropic	16¢$159 / 1,000	1807	7,117 / 6,543	estimated best value
306	GPT-4 TurboOpenAI	16¢$165 / 1,000	1324	4,557 / 3,978	estimated
307	GPT-5.5OpenAI	18¢$181 / 1,000	1513	4,557 / 5,258	estimated
308	Muse WonderMeta	19¢$193 / 1,000	1650	5,207 / 8,624	estimated
309	Claude Sonnet 4.6Anthropic	20¢$198 / 1,000	1523	7,117 / 11,790	estimated
310	Claude Opus 4.5Anthropic	20¢$199 / 1,000	1494	7,117 / 6,543	estimated
311	Qwen3.8 Max PrimeAlibaba Qwen	≥21¢$211 / 1,000	-	4,874 / 16,000	estimated capped
312	Grok 4.7xAI	22¢$221 / 1,000	1639	6,185 / 34,769	measured
313	S Fugu MaxSakana	22¢$221 / 1,000	-	6,185 / 34,769	estimated
314	Grok 4.6xAI	22¢$221 / 1,000	1617	6,185 / 34,769	estimated
315	Grok 4.5xAI	22¢$221 / 1,000	1553	6,185 / 34,769	estimated
316	A Aion 3.5Aion Labs	23¢$225 / 1,000	-	5,764 / 34,662	estimated
317	A Aion-3.0Aion Labs	23¢$225 / 1,000	-	5,764 / 34,662	estimated
318	GPT-6 AstraOpenAI	24¢$244 / 1,000	1777	4,557 / 3,978	estimated
319	GPT-6 Astra ProOpenAI	24¢$244 / 1,000	-	4,557 / 3,978	estimated
320	S Fugu Ultra v2Sakana	28¢$285 / 1,000	-	5,207 / 8,624	estimated
321	S Fugu UltraSakana	28¢$285 / 1,000	-	5,207 / 8,624	estimated
322	o1OpenAI	31¢$307 / 1,000	1402	4,557 / 3,978	estimated
323	Claude Opus 5Anthropic	33¢$330 / 1,000	1689	7,117 / 11,790	estimated
324	Claude Opus 4.8Anthropic	33¢$330 / 1,000	1556	7,117 / 11,790	estimated
325	Claude Opus 4.7Anthropic	33¢$330 / 1,000	1558	7,117 / 11,790	estimated
326	Claude Opus 4.6Anthropic	33¢$330 / 1,000	1547	7,117 / 11,790	estimated
327	GPT-4OpenAI	38¢$375 / 1,000	1288	4,557 / 3,978	estimated
328	Claude Fable 5.1Anthropic	40¢$398 / 1,000	1741	7,117 / 6,543	estimated
329	Claude Fable 5Anthropic	40¢$398 / 1,000	1625	7,117 / 6,543	estimated
330	o3 ProOpenAI	41¢$409 / 1,000	-	4,557 / 3,978	estimated
331	GPT-5 ProOpenAI	55¢$546 / 1,000	-	4,557 / 3,978	estimated
332	Claude Opus 4.1Anthropic	60¢$597 / 1,000	1390	7,117 / 6,543	estimated
333	GPT-5.2 ProOpenAI	76¢$764 / 1,000	-	4,557 / 3,978	estimated
334	GPT-5.5 ProOpenAI	85¢$853 / 1,000	-	4,557 / 3,978	estimated
335	GPT-5.4 ProOpenAI	85¢$853 / 1,000	-	4,557 / 3,978	estimated
336	o1-proOpenAI	$3.07$3,070 / 1,000	-	4,557 / 3,978	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 review 500 lines of code with AI?

On Oct 18, 2026 it costs from 0.26¢ with DeepSeek V4.1 Flash to 40¢ with Claude Fable 5.1 among popular models. The median of 336 models is 1.2¢ per task.

What is the cheapest AI to review 500 lines of code?

The cheapest model overall is Summarize at 0.02¢; the cheapest popular model is DeepSeek V4.1 Flash at 0.26¢. The best value among popular models (cheap and highly rated) is Claude Opus 5.5 at 16¢.

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?

A real 497-line Python file reviewed for bugs, edge cases, performance and readability. We send the same prompt (2,324 words of input) to every measured model through OpenRouter with default settings and record the input, output and reasoning tokens it uses.