Best LLMs for Entity Recognition (Vision) - ranked by Elo & price

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Last refresh: 7/18/2026, 4:07:34 AM (12,374 rows)

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All models (33) · Vision · Entity Recognition

Rank = arena overall rank. Muted rows aren't hosted on OpenRouter or a partner. Gaps in the rank sequence are closed-source or unreleased models we don't track.

Rank	Model	Elo	Value	In / 1M	Output	Votes	Open in
#2	Google: Gemini 3 Flash Preview #2·Elo 1297·In $0.500·Out $3.00	1297	1297	$0.500	$3.00	295	O
#3	Google: Gemini 3.1 Pro Preview #3·Elo 1286·In $2.00·Out $12.00	1286	1226	$2.00	$12.00	308	O
#4	Google: Gemini 3 Flash Preview (thinking-minimal) #4·Elo 1281·In $0.500·Out $3.00	1281	1281	$0.500	$3.00	277	O
#5	Google: Gemini 3.1 Flash Lite #5·Elo 1270·In $0.250·Out $1.50	1270	1300	$0.250	$1.50	224	O
#5	Google: Gemini 3.1 Flash Lite Preview #5·Elo 1270·In $0.250·Out $1.50	1270	1300	$0.250	$1.50	224	O
#6	OpenAI: GPT-5 (high) #6·Elo 1257·In $1.25·Out $10.00	1257	1209	$1.25	$10.00	431	O
#7	Google: Gemini 2.5 Pro #7·Elo 1253·In $1.25·Out $10.00	1253	1205	$1.25	$10.00	895	O
#7	Google: Gemini 2.5 Pro Preview 06-05 #7·Elo 1253·In $1.25·Out $10.00	1253	1205	$1.25	$10.00	895	O
#9	Anthropic: Claude Opus 4.7 (thinking) #9·Elo 1245·In $5.00·Out $25.00	1245	1149	$5.00	$25.00	119	O
#10	OpenAI: GPT-5.1 (high) #10·Elo 1241·In $1.25·Out $10.00	1241	1194	$1.25	$10.00	108	O
#12	OpenAI: o3 #12·Elo 1234·In $2.00·Out $8.00	1234	1183	$2.00	$8.00	500	O
#13	MoonshotAI: Kimi K2.5 (thinking) #13·Elo 1232·In $0.570·Out $2.85	1232	1230	$0.570	$2.85	226	O
#15	Anthropic: Claude Opus 4.6 #15·Elo 1222·In $5.00·Out $25.00	1222	1127	$5.00	$25.00	139	O
#16	Qwen: Qwen3.5 397B A17B #16·Elo 1222·In $0.390·Out $2.34	1222	1233	$0.390	$2.34	168	O
#17	OpenAI: GPT-5.2 Chat #17·Elo 1221·In $1.75·Out $14.00	1221	1159	$1.75	$14.00	120	O
#18	OpenAI: o4 Mini #18·Elo 1219·In $1.10·Out $4.40	1219	1195	$1.10	$4.40	394	O
#18	OpenAI: o4 Mini High #18·Elo 1219·In $1.10·Out $4.40	1219	1195	$1.10	$4.40	394	O
#19	Google: Gemini 2.5 Flash #19·Elo 1217·In $0.300·Out $2.50	1217	1230	$0.300	$2.50	606	O
#21	OpenAI: GPT-5 Mini (high) #21·Elo 1207·In $0.250·Out $2.00	1207	1229	$0.250	$2.00	281	O
#23	OpenAI: GPT-5.4 Mini (high) #23·Elo 1201·In $0.750·Out $4.50	1201	1183	$0.750	$4.50	135	O
#24	OpenAI: GPT-4.1 Mini #24·Elo 1199·In $0.400·Out $1.60	1199	1218	$0.400	$1.60	360	O
#26	Qwen: Qwen3 VL 235B A22B Instruct #26·Elo 1191·In $0.210·Out $1.90	1191	1217	$0.210	$1.90	147	O
#27	OpenAI: GPT-5 Chat #27·Elo 1190·In $1.25·Out $10.00	1190	1142	$1.25	$10.00	374	O
#28	OpenAI: GPT-5.1 #28·Elo 1189·In $1.25·Out $10.00	1189	1142	$1.25	$10.00	140	O
#29	OpenAI: GPT-5.2 #29·Elo 1188·In $1.75·Out $14.00	1188	1125	$1.75	$14.00	155	O
#30	OpenAI: GPT-5.2 (high) #30·Elo 1186·In $1.75·Out $14.00	1186	1123	$1.75	$14.00	147	O
#32	OpenAI: GPT-4.1 #32·Elo 1182·In $2.00·Out $8.00	1182	1132	$2.00	$8.00	399	O
#33	Z.ai: GLM 5V Turbo #33·Elo 1181·In $1.20·Out $4.00	1181	1157	$1.20	$4.00	154	O
#34	Google: Gemma 3 27B #34·Elo 1175·In $0.100·Out $0.300	1175	1261	$0.100	$0.300	322	O
#35	Xiaomi: MiMo-V2.5 #35·Elo 1174·In $0.140·Out $0.280	1174	1251	$0.140	$0.280	132	O
#36	Qwen: Qwen3.5-27B #36·Elo 1161·In $0.260·Out $2.60	1161	1175	$0.260	$2.60	131	O
#38	Anthropic: Claude Sonnet 4.6 #38·Elo 1147·In $3.00·Out $15.00	1147	1073	$3.00	$15.00	115	O
#43	OpenAI: GPT-5.4 Nano (high) #43·Elo 1120·In $0.200·Out $1.25	1120	1158	$0.200	$1.25	129	O