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

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Last refresh: 6/3/2026, 4:07:20 AM (11,177 rows)

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All models (25) · 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 gemini-3-flash #2·Elo 1302·In $0.500·Out $3.00	1302	1302	$0.500	$3.00	206	O
#3	Google: Gemini 3.1 Pro Preview gemini-3.1-pro-preview #3·Elo 1299·In $2.00·Out $12.00	1299	1239	$2.00	$12.00	171	O
#4	Google: Gemini 3 Flash Preview (thinking-minimal) gemini-3-flash (thinking-minimal) #4·Elo 1276·In $0.500·Out $3.00	1276	1276	$0.500	$3.00	182	O
#5	OpenAI: GPT-5 (high) gpt-5-high #5·Elo 1258·In $1.25·Out $10.00	1258	1210	$1.25	$10.00	434	O
#6	Google: Gemini 2.5 Pro gemini-2.5-pro #6·Elo 1257·In $1.25·Out $10.00	1257	1210	$1.25	$10.00	865	O
#6	Google: Gemini 2.5 Pro Preview 06-05 gemini-2.5-pro #6·Elo 1257·In $1.25·Out $10.00	1257	1210	$1.25	$10.00	865	O
#7	Google: Gemini 3.1 Flash Lite gemini-3.1-flash-lite-preview #7·Elo 1252·In $0.250·Out $1.50	1252	1282	$0.250	$1.50	105	O
#7	Google: Gemini 3.1 Flash Lite Preview gemini-3.1-flash-lite-preview #7·Elo 1252·In $0.250·Out $1.50	1252	1282	$0.250	$1.50	105	O
#8	OpenAI: GPT-5.1 (high) gpt-5.1-high #8·Elo 1241·In $1.25·Out $10.00	1241	1193	$1.25	$10.00	106	O
#9	Qwen: Qwen3.5 397B A17B qwen3.5-397b-a17b #9·Elo 1240·In $0.390·Out $2.34	1240	1251	$0.390	$2.34	95	O
#11	OpenAI: o3 o3-2025-04-16 #11·Elo 1231·In $2.00·Out $8.00	1231	1181	$2.00	$8.00	506	O
#13	MoonshotAI: Kimi K2.5 (thinking) kimi-k2.5-thinking #13·Elo 1223·In $0.400·Out $1.90	1223	1238	$0.400	$1.90	136	O
#14	Google: Gemini 2.5 Flash gemini-2.5-flash #14·Elo 1218·In $0.300·Out $2.50	1218	1231	$0.300	$2.50	579	O
#15	OpenAI: o4 Mini o4-mini-2025-04-16 #15·Elo 1213·In $1.10·Out $4.40	1213	1189	$1.10	$4.40	398	O
#15	OpenAI: o4 Mini High o4-mini-2025-04-16 #15·Elo 1213·In $1.10·Out $4.40	1213	1189	$1.10	$4.40	398	O
#16	OpenAI: GPT-5 Mini (high) gpt-5-mini-high #16·Elo 1206·In $0.250·Out $2.00	1206	1229	$0.250	$2.00	283	O
#17	OpenAI: GPT-5.2 Chat gpt-5.2-chat-latest-20260210 #17·Elo 1204·In $1.75·Out $14.00	1204	1142	$1.75	$14.00	84	O
#18	OpenAI: GPT-4.1 Mini gpt-4.1-mini-2025-04-14 #18·Elo 1198·In $0.400·Out $1.60	1198	1218	$0.400	$1.60	363	O
#19	Qwen: Qwen3 VL 235B A22B Instruct qwen3-vl-235b-a22b-instruct #19·Elo 1194·In $0.200·Out $0.880	1194	1241	$0.200	$0.880	148	O
#20	OpenAI: GPT-5.1 gpt-5.1 #20·Elo 1192·In $1.25·Out $10.00	1192	1144	$1.25	$10.00	141	O
#21	OpenAI: GPT-5 Chat gpt-5-chat #21·Elo 1189·In $1.25·Out $10.00	1189	1141	$1.25	$10.00	383	O
#22	OpenAI: GPT-5.2 (high) gpt-5.2-high #22·Elo 1188·In $1.75·Out $14.00	1188	1126	$1.75	$14.00	119	O
#24	OpenAI: GPT-4.1 gpt-4.1-2025-04-14 #24·Elo 1184·In $2.00·Out $8.00	1184	1134	$2.00	$8.00	404	O
#26	OpenAI: GPT-5.2 gpt-5.2 #26·Elo 1177·In $1.75·Out $14.00	1177	1114	$1.75	$14.00	129	O
#27	Google: Gemma 3 27B gemma-3-27b-it #27·Elo 1176·In $0.080·Out $0.160	1176	1277	$0.080	$0.160	326	O

Find your model. Switch when a better one ships.

LMArena rankings joined with live provider pricing. Pick a subset and category, or click any model for the full deep-dive.

Last refresh: 6/3/2026, 4:07:20 AM (11,177 rows)

Available only

All models (25) · 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 gemini-3-flash #2·Elo 1302·In $0.500·Out $3.00	1302	1302	$0.500	$3.00	206	O
#3	Google: Gemini 3.1 Pro Preview gemini-3.1-pro-preview #3·Elo 1299·In $2.00·Out $12.00	1299	1239	$2.00	$12.00	171	O
#4	Google: Gemini 3 Flash Preview (thinking-minimal) gemini-3-flash (thinking-minimal) #4·Elo 1276·In $0.500·Out $3.00	1276	1276	$0.500	$3.00	182	O
#5	OpenAI: GPT-5 (high) gpt-5-high #5·Elo 1258·In $1.25·Out $10.00	1258	1210	$1.25	$10.00	434	O
#6	Google: Gemini 2.5 Pro gemini-2.5-pro #6·Elo 1257·In $1.25·Out $10.00	1257	1210	$1.25	$10.00	865	O
#6	Google: Gemini 2.5 Pro Preview 06-05 gemini-2.5-pro #6·Elo 1257·In $1.25·Out $10.00	1257	1210	$1.25	$10.00	865	O
#7	Google: Gemini 3.1 Flash Lite gemini-3.1-flash-lite-preview #7·Elo 1252·In $0.250·Out $1.50	1252	1282	$0.250	$1.50	105	O
#7	Google: Gemini 3.1 Flash Lite Preview gemini-3.1-flash-lite-preview #7·Elo 1252·In $0.250·Out $1.50	1252	1282	$0.250	$1.50	105	O
#8	OpenAI: GPT-5.1 (high) gpt-5.1-high #8·Elo 1241·In $1.25·Out $10.00	1241	1193	$1.25	$10.00	106	O
#9	Qwen: Qwen3.5 397B A17B qwen3.5-397b-a17b #9·Elo 1240·In $0.390·Out $2.34	1240	1251	$0.390	$2.34	95	O
#11	OpenAI: o3 o3-2025-04-16 #11·Elo 1231·In $2.00·Out $8.00	1231	1181	$2.00	$8.00	506	O
#13	MoonshotAI: Kimi K2.5 (thinking) kimi-k2.5-thinking #13·Elo 1223·In $0.400·Out $1.90	1223	1238	$0.400	$1.90	136	O
#14	Google: Gemini 2.5 Flash gemini-2.5-flash #14·Elo 1218·In $0.300·Out $2.50	1218	1231	$0.300	$2.50	579	O
#15	OpenAI: o4 Mini o4-mini-2025-04-16 #15·Elo 1213·In $1.10·Out $4.40	1213	1189	$1.10	$4.40	398	O
#15	OpenAI: o4 Mini High o4-mini-2025-04-16 #15·Elo 1213·In $1.10·Out $4.40	1213	1189	$1.10	$4.40	398	O
#16	OpenAI: GPT-5 Mini (high) gpt-5-mini-high #16·Elo 1206·In $0.250·Out $2.00	1206	1229	$0.250	$2.00	283	O
#17	OpenAI: GPT-5.2 Chat gpt-5.2-chat-latest-20260210 #17·Elo 1204·In $1.75·Out $14.00	1204	1142	$1.75	$14.00	84	O
#18	OpenAI: GPT-4.1 Mini gpt-4.1-mini-2025-04-14 #18·Elo 1198·In $0.400·Out $1.60	1198	1218	$0.400	$1.60	363	O
#19	Qwen: Qwen3 VL 235B A22B Instruct qwen3-vl-235b-a22b-instruct #19·Elo 1194·In $0.200·Out $0.880	1194	1241	$0.200	$0.880	148	O
#20	OpenAI: GPT-5.1 gpt-5.1 #20·Elo 1192·In $1.25·Out $10.00	1192	1144	$1.25	$10.00	141	O
#21	OpenAI: GPT-5 Chat gpt-5-chat #21·Elo 1189·In $1.25·Out $10.00	1189	1141	$1.25	$10.00	383	O
#22	OpenAI: GPT-5.2 (high) gpt-5.2-high #22·Elo 1188·In $1.75·Out $14.00	1188	1126	$1.75	$14.00	119	O
#24	OpenAI: GPT-4.1 gpt-4.1-2025-04-14 #24·Elo 1184·In $2.00·Out $8.00	1184	1134	$2.00	$8.00	404	O
#26	OpenAI: GPT-5.2 gpt-5.2 #26·Elo 1177·In $1.75·Out $14.00	1177	1114	$1.75	$14.00	129	O
#27	Google: Gemma 3 27B gemma-3-27b-it #27·Elo 1176·In $0.080·Out $0.160	1176	1277	$0.080	$0.160	326	O