Best LLMs for Coding (Text) - ranked by Elo & price

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All models (151) · Text · Coding

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
#1	Anthropic: Claude Opus 4.7 (thinking) #1·Elo 1553·In $5.00·Out $25.00	1553	1457	$5.00	$25.00	13,772	O
#2	Anthropic: Claude Fable 5 #2·Elo 1551·In $10.00·Out $50.00	1551	1425	$10.00	$50.00	2,459	O
#3	Anthropic: Claude Opus 4.6 (thinking) #3·Elo 1550·In $5.00·Out $25.00	1550	1455	$5.00	$25.00	15,751	O
#4	Anthropic: Claude Opus 4.6 #4·Elo 1549·In $5.00·Out $25.00	1549	1453	$5.00	$25.00	17,906	O
#5	Anthropic: Claude Opus 4.7 #5·Elo 1548·In $5.00·Out $25.00	1548	1453	$5.00	$25.00	14,088	O
#6	Anthropic: Claude Opus 4.8 (thinking) #6·Elo 1535·In $5.00·Out $25.00	1535	1440	$5.00	$25.00	8,002	O
#7	Anthropic: Claude Opus 4.8 #7·Elo 1533·In $5.00·Out $25.00	1533	1437	$5.00	$25.00	8,172	O
#8	Meta: Muse Spark 1.1 #8·Elo 1532·In $1.25·Out $4.25	1532	1505	$1.25	$4.25	1,718	O
#9	Anthropic: Claude Opus 4.5 (thinking-32k) #9·Elo 1530·In $5.00·Out $25.00	1530	1435	$5.00	$25.00	7,614	O
#10	MoonshotAI: Kimi K3 #10·Elo 1529·In $3.00·Out $15.00	1529	1456	$3.00	$15.00	798	O
#11	Anthropic: Claude Sonnet 4.6 #11·Elo 1527·In $3.00·Out $15.00	1527	1454	$3.00	$15.00	15,132	O
#12	Qwen: Qwen3.7 Max #12·Elo 1527·In $1.48·Out $4.42	1527	1496	$1.48	$4.42	1,123	O
#15	Anthropic: Claude Sonnet 5 (high) #15·Elo 1523·In $2.00·Out $10.00	1523	1468	$2.00	$10.00	3,111	O
#16	Anthropic: Claude Opus 4.5 #16·Elo 1523·In $5.00·Out $25.00	1523	1427	$5.00	$25.00	17,315	O
#17	Z.ai: GLM 5.1 #17·Elo 1521·In $0.966·Out $3.04	1521	1507	$0.966	$3.04	8,056	O
#18	Google: Gemini 3.1 Pro Preview #18·Elo 1521·In $2.00·Out $12.00	1521	1461	$2.00	$12.00	22,312	O
#19	OpenAI: GPT-5.4 (high) #19·Elo 1521·In $2.50·Out $15.00	1521	1451	$2.50	$15.00	15,319	O
#20	Anthropic: Claude Sonnet 4.5 (thinking-32k) #20·Elo 1520·In $3.00·Out $15.00	1520	1447	$3.00	$15.00	19,288	O
#21	OpenAI: GPT-5.5 (high) #21·Elo 1519·In $5.00·Out $30.00	1519	1419	$5.00	$30.00	12,012	O
#22	xAI: Grok 4.5 #22·Elo 1519·In $2.00·Out $6.00	1519	1474	$2.00	$6.00	1,662	O
#24	Xiaomi: MiMo-V2.5-Pro #24·Elo 1518·In $0.435·Out $0.870	1518	1546	$0.435	$0.870	10,969	O
#25	OpenAI: GPT-5.2 Chat #25·Elo 1516·In $1.75·Out $14.00	1516	1453	$1.75	$14.00	9,152	O
#26	MoonshotAI: Kimi K2.6 #26·Elo 1515·In $0.950·Out $4.00	1515	1496	$0.950	$4.00	10,359	O
#28	Anthropic: Claude Sonnet 4.5 #28·Elo 1513·In $3.00·Out $15.00	1513	1440	$3.00	$15.00	19,126	O
#30	OpenAI: GPT-5.4 #30·Elo 1513·In $2.50·Out $15.00	1513	1443	$2.50	$15.00	16,474	O
#33	Z.ai: GLM 5.2 (max) #33·Elo 1512·In $0.413·Out $1.30	1512	1535	$0.413	$1.30	4,382	O
#35	Qwen: Qwen3.7 Plus #35·Elo 1511·In $0.320·Out $1.28	1511	1540	$0.320	$1.28	5,873	O
#38	Google: Gemini 3 Flash Preview #38·Elo 1509·In $0.500·Out $3.00	1509	1509	$0.500	$3.00	6,386	O
#39	Google: Gemini 3.5 Flash (medium) #39·Elo 1508·In $1.50·Out $9.00	1508	1460	$1.50	$9.00	3,510	O
#41	Qwen: Qwen3.6 Max Preview #41·Elo 1508·In $1.04·Out $6.24	1508	1476	$1.04	$6.24	1,548	O
#42	OpenAI: GPT-5.5 #42·Elo 1506·In $5.00·Out $30.00	1506	1406	$5.00	$30.00	12,766	O
#43	Google: Gemini 3.5 Flash (high) #43·Elo 1506·In $1.50·Out $9.00	1506	1458	$1.50	$9.00	3,023	O
#44	Anthropic: Claude Opus 4.1 #44·Elo 1505·In $15.00·Out $75.00	1505	1362	$15.00	$75.00	15,506	O
#47	DeepSeek: DeepSeek V4 Pro #47·Elo 1502·In $0.435·Out $0.870	1502	1530	$0.435	$0.870	12,705	O
#49	MoonshotAI: Kimi K2.5 (thinking) #49·Elo 1502·In $0.570·Out $2.85	1502	1500	$0.570	$2.85	16,650	O
#50	MiniMax: MiniMax M3 #50·Elo 1500·In $0.300·Out $1.20	1500	1532	$0.300	$1.20	7,543	O
#54	Z.ai: GLM 5 #54·Elo 1498·In $0.950·Out $3.15	1498	1483	$0.950	$3.15	7,210	O
#55	OpenAI: GPT-5.3 Chat #55·Elo 1497·In $1.75·Out $14.00	1497	1435	$1.75	$14.00	8,785	O
#56	Z.ai: GLM 5V Turbo #56·Elo 1497·In $1.20·Out $4.00	1497	1472	$1.20	$4.00	1,522	O
#57	OpenAI: GPT-5.4 Mini (high) #57·Elo 1496·In $0.750·Out $4.50	1496	1479	$0.750	$4.50	15,091	O
#58	Qwen: Qwen3.6 Plus #58·Elo 1494·In $0.325·Out $1.95	1494	1512	$0.325	$1.95	12,690	O
#60	DeepSeek: DeepSeek V4 Pro (thinking) #60·Elo 1492·In $0.435·Out $0.870	1492	1520	$0.435	$0.870	11,960	O
#61	Google: Gemini 3 Flash Preview (thinking-minimal) #61·Elo 1491·In $0.500·Out $3.00	1491	1491	$0.500	$3.00	21,422	O
#62	Qwen: Qwen3.5 397B A17B #62·Elo 1491·In $0.390·Out $2.34	1491	1502	$0.390	$2.34	16,015	O
#63	OpenAI: GPT-5.1 (high) #63·Elo 1491·In $1.25·Out $10.00	1491	1443	$1.25	$10.00	8,205	O
#65	Xiaomi: MiMo-V2.5 #65·Elo 1490·In $0.140·Out $0.280	1490	1568	$0.140	$0.280	11,841	O
#66	OpenAI: GPT-5.2 (high) #66·Elo 1489·In $1.75·Out $14.00	1489	1427	$1.75	$14.00	11,746	O
#68	xAI: Grok 4.3 #68·Elo 1487·In $1.25·Out $2.50	1487	1470	$1.25	$2.50	12,461	O
#71	Z.ai: GLM 4.7 #71·Elo 1485·In $0.400·Out $1.75	1485	1503	$0.400	$1.75	2,410	O
#72	DeepSeek: DeepSeek V4 Flash #72·Elo 1482·In $0.098·Out $0.196	1482	1575	$0.098	$0.196	12,454	O
#73	Thinking Machines: Inkling #73·Elo 1482·In $1.00·Out $4.05	1482	1462	$1.00	$4.05	454	O
#74	OpenAI: GPT-5.2 #74·Elo 1482·In $1.75·Out $14.00	1482	1420	$1.75	$14.00	19,600	O
#76	DeepSeek: DeepSeek V4 Flash (thinking) #76·Elo 1482·In $0.098·Out $0.196	1482	1575	$0.098	$0.196	12,406	O
#78	Anthropic: Claude Haiku 4.5 #78·Elo 1479·In $1.00·Out $5.00	1479	1454	$1.00	$5.00	26,430	O
#79	MiniMax: MiniMax M2.7 #79·Elo 1479·In $0.250·Out $1.00	1479	1519	$0.250	$1.00	13,908	O
#80	Mistral: Mistral Medium 3.5 #80·Elo 1479·In $1.50·Out $7.50	1479	1436	$1.50	$7.50	3,080	O
#83	DeepSeek: DeepSeek V3.2 (thinking) #83·Elo 1475·In $0.269·Out $0.400	1475	1528	$0.269	$0.400	1,918	O
#83	DeepSeek: DeepSeek V3.2 Exp (thinking) #83·Elo 1475·In $0.270·Out $0.410	1475	1527	$0.270	$0.410	1,918	O
#84	Qwen: Qwen3 Max #84·Elo 1474·In $0.780·Out $3.90	1474	1460	$0.780	$3.90	2,040	O
#84	Qwen: Qwen3 Max Thinking #84·Elo 1474·In $0.780·Out $3.90	1474	1460	$0.780	$3.90	2,040	O
#86	OpenAI: GPT-5.1 #86·Elo 1474·In $1.25·Out $10.00	1474	1426	$1.25	$10.00	9,115	O
#88	Anthropic: Claude Sonnet 4 (thinking-32k) #88·Elo 1473·In $3.00·Out $15.00	1473	1400	$3.00	$15.00	6,403	O
#93	OpenAI: GPT-5 (high) #93·Elo 1468·In $1.25·Out $10.00	1468	1420	$1.25	$10.00	6,358	O
#95	MoonshotAI: Kimi K2 0905 #95·Elo 1467·In $0.600·Out $2.50	1467	1468	$0.600	$2.50	2,241	O
#96	Qwen: Qwen3 VL 235B A22B Instruct #96·Elo 1465·In $0.210·Out $1.90	1465	1491	$0.210	$1.90	2,317	O
#97	DeepSeek: DeepSeek V3.2 #97·Elo 1465·In $0.269·Out $0.400	1465	1518	$0.269	$0.400	2,495	O
#97	DeepSeek: DeepSeek V3.2 Exp #97·Elo 1465·In $0.270·Out $0.410	1465	1518	$0.270	$0.410	2,495	O
#98	Google: Gemini 2.5 Pro #98·Elo 1465·In $1.25·Out $10.00	1465	1417	$1.25	$10.00	26,537	O
#98	Google: Gemini 2.5 Pro Preview 06-05 #98·Elo 1465·In $1.25·Out $10.00	1465	1417	$1.25	$10.00	26,537	O
#99	DeepSeek: R1 0528 #99·Elo 1465·In $0.500·Out $2.15	1465	1473	$0.500	$2.15	2,725	O
#100	Anthropic: Claude Opus 4 #100·Elo 1464·In $15.00·Out $75.00	1464	1321	$15.00	$75.00	7,896	O
#101	OpenAI: GPT-5 Chat #101·Elo 1463·In $1.25·Out $10.00	1463	1416	$1.25	$10.00	5,986	O
#102	DeepSeek: DeepSeek V3.1 Terminus (thinking) #102·Elo 1463·In $0.270·Out $1.00	1463	1501	$0.270	$1.00	635	O
#104	OpenAI: GPT-5.4 Nano (high) #104·Elo 1462·In $0.200·Out $1.25	1462	1500	$0.200	$1.25	15,304	O
#107	Qwen: Qwen3.5-122B-A10B #107·Elo 1459·In $0.260·Out $2.08	1459	1480	$0.260	$2.08	7,807	O
#109	OpenAI: o3 #109·Elo 1459·In $2.00·Out $8.00	1459	1409	$2.00	$8.00	11,741	O
#110	Z.ai: GLM 4.6 #110·Elo 1459·In $0.500·Out $2.00	1459	1469	$0.500	$2.00	7,474	O
#112	Google: Gemini 3.1 Flash Lite #112·Elo 1457·In $0.250·Out $1.50	1457	1487	$0.250	$1.50	16,838	O
#112	Google: Gemini 3.1 Flash Lite Preview #112·Elo 1457·In $0.250·Out $1.50	1457	1487	$0.250	$1.50	16,838	O
#115	OpenAI: GPT-4.1 #115·Elo 1456·In $2.00·Out $8.00	1456	1406	$2.00	$8.00	9,310	O
#117	Qwen: Qwen3 VL 235B A22B Thinking (thinking) #117·Elo 1455·In $0.260·Out $2.60	1455	1469	$0.260	$2.60	1,629	O
#118	Z.ai: GLM 4.5 #118·Elo 1454·In $0.600·Out $2.20	1454	1458	$0.600	$2.20	4,770	O
#120	StepFun: Step 3.5 Flash #120·Elo 1450·In $0.100·Out $0.300	1450	1536	$0.100	$0.300	13,482	O
#121	Qwen: Qwen3.5-27B #121·Elo 1450·In $0.260·Out $2.60	1450	1464	$0.260	$2.60	7,527	O
#122	Anthropic: Claude Sonnet 4 #122·Elo 1449·In $3.00·Out $15.00	1449	1376	$3.00	$15.00	7,399	O
#125	Qwen: Qwen3 Next 80B A3B Instruct #125·Elo 1446·In $0.100·Out $1.10	1446	1498	$0.100	$1.10	4,790	O
#125	Qwen: Qwen3 Next 80B A3B Instruct (free) #125·Elo 1446·Out -	1446	-	-	-	4,790	O
#127	DeepSeek: R1 #127·Elo 1445·In $0.700·Out $2.50	1445	1442	$0.700	$2.50	2,317	O
#128	MiniMax: MiniMax M2.5 #128·Elo 1444·In $0.150·Out $0.900	1444	1497	$0.150	$0.900	10,887	O
#130	Qwen: Qwen3 235B A22B Thinking 2507 #130·Elo 1442·In $0.150·Out $1.50	1442	1479	$0.150	$1.50	1,611	O
#131	Arcee AI: Trinity Large Thinking #131·Elo 1441·In $0.250·Out $0.800	1441	1486	$0.250	$0.800	7,633	O
#132	Qwen: Qwen3 30B A3B Instruct 2507 #132·Elo 1439·In $0.100·Out $0.300	1439	1525	$0.100	$0.300	4,658	O
#133	MiniMax: MiniMax M2.1 #133·Elo 1439·In $0.300·Out $1.20	1439	1471	$0.300	$1.20	3,415	O
#134	DeepSeek: DeepSeek V3.1 Terminus #134·Elo 1439·In $0.270·Out $1.00	1439	1477	$0.270	$1.00	778	O
#140	OpenAI: o3 Mini (high) #140·Elo 1435·In $1.10·Out $4.40	1435	1410	$1.10	$4.40	2,596	O
#140	OpenAI: o3 Mini High (high) #140·Elo 1435·In $1.10·Out $4.40	1435	1410	$1.10	$4.40	2,596	O
#141	Qwen: Qwen3.5-35B-A3B #141·Elo 1434·In $0.140·Out $1.00	1434	1485	$0.140	$1.00	7,981	O
#143	OpenAI: GPT-4.1 Mini #143·Elo 1433·In $0.400·Out $1.60	1433	1453	$0.400	$1.60	6,915	O
#145	Qwen: Qwen3 235B A22B #145·Elo 1433·In $0.455·Out $1.82	1433	1447	$0.455	$1.82	4,340	O
#148	OpenAI: o4 Mini #148·Elo 1432·In $1.10·Out $4.40	1432	1408	$1.10	$4.40	8,712	O
#148	OpenAI: o4 Mini High #148·Elo 1432·In $1.10·Out $4.40	1432	1408	$1.10	$4.40	8,712	O
#150	OpenAI: GPT-5 Mini (high) #150·Elo 1431·In $0.250·Out $2.00	1431	1453	$0.250	$2.00	5,496	O
#154	Z.ai: GLM 4.5 Air #154·Elo 1426·In $0.130·Out $0.850	1426	1483	$0.130	$0.850	6,104	O
#155	Google: Gemini 2.5 Flash #155·Elo 1424·In $0.300·Out $2.50	1424	1437	$0.300	$2.50	25,883	O
#156	Z.ai: GLM 4.7 Flash #156·Elo 1423·In $0.061·Out $0.400	1423	1512	$0.061	$0.400	2,683	O
#157	Qwen: Qwen3 Next 80B A3B Thinking (thinking) #157·Elo 1421·In $0.098·Out $0.780	1421	1484	$0.098	$0.780	2,674	O
#159	Z.ai: GLM 4.6V #159·Elo 1418·In $0.300·Out $0.900	1418	1456	$0.300	$0.900	534	O
#160	OpenAI: o1 #160·Elo 1416·In $15.00·Out $60.00	1416	1278	$15.00	$60.00	5,123	O
#161	MiniMax: MiniMax M1 #161·Elo 1416·In $0.550·Out $2.20	1416	1422	$0.550	$2.20	6,482	O
#162	OpenAI: o3 Mini #162·Elo 1416·In $1.10·Out $4.40	1416	1391	$1.10	$4.40	9,456	O
#162	OpenAI: o3 Mini High #162·Elo 1416·In $1.10·Out $4.40	1416	1391	$1.10	$4.40	9,456	O
#163	Arcee AI: Trinity Large Thinking (thinking) #163·Elo 1414·In $0.250·Out $0.800	1414	1459	$0.250	$0.800	8,161	O
#170	Qwen: Qwen3 32B #170·Elo 1407·In $0.080·Out $0.280	1407	1500	$0.080	$0.280	513	O
#172	Z.ai: GLM 4.5V #172·Elo 1405·In $0.600·Out $1.80	1405	1412	$0.600	$1.80	992	O
#178	Inception: Mercury 2 #178·Elo 1397·In $0.250·Out $0.750	1397	1442	$0.250	$0.750	770	O
#183	OpenAI: gpt-oss-120b #183·Elo 1390·In $0.037·Out $0.170	1390	1510	$0.037	$0.170	6,491	O
#190	Qwen: Qwen3 30B A3B #190·Elo 1387·In $0.130·Out $0.520	1387	1455	$0.130	$0.520	4,526	O
#193	MiniMax: MiniMax M2 #193·Elo 1385·In $0.255·Out $1.02	1385	1424	$0.255	$1.02	1,544	O
#197	OpenAI: GPT-5 Nano (high) #197·Elo 1383·In $0.050·Out $0.400	1383	1475	$0.050	$0.400	1,683	O
#201	OpenAI: GPT-4.1 Nano #201·Elo 1374·In $0.100·Out $0.400	1374	1454	$0.100	$0.400	807	O
#205	OpenAI: gpt-oss-20b #205·Elo 1369·In $0.030·Out $0.130	1369	1500	$0.030	$0.130	2,168	O
#205	OpenAI: gpt-oss-20b (free) #205·Elo 1369·Out -	1369	-	-	-	2,168	O
#214	AllenAI: Olmo 3 32B Think #214·Elo 1364·In $0.150·Out $0.500	1364	1430	$0.150	$0.500	1,053	O
#219	OpenAI: GPT-4o #219·Elo 1360·In $2.50·Out $10.00	1360	1300	$2.50	$10.00	7,318	O
#219	OpenAI: GPT-4o (2024-05-13) #219·Elo 1360·In $5.00·Out $15.00	1360	1276	$5.00	$15.00	7,318	O
#219	OpenAI: GPT-4o (2024-08-06) #219·Elo 1360·In $2.50·Out $10.00	1360	1300	$2.50	$10.00	7,318	O
#219	OpenAI: GPT-4o (2024-11-20) #219·Elo 1360·In $2.50·Out $10.00	1360	1300	$2.50	$10.00	7,318	O
#221	Google: Gemma 3 27B #221·Elo 1358·In $0.100·Out $0.300	1358	1443	$0.100	$0.300	8,073	O
#227	Mistral Large 2407 #227·Elo 1354·In $2.00·Out $6.00	1354	1309	$2.00	$6.00	7,589	O
#231	IBM: Granite 4.1 8B #231·Elo 1352·In $0.050·Out $0.100	1352	1474	$0.050	$0.100	1,084	O
#233	OpenAI: GPT-4o-mini #233·Elo 1349·In $0.150·Out $0.600	1349	1411	$0.150	$0.600	10,927	O
#233	OpenAI: GPT-4o-mini (2024-07-18) #233·Elo 1349·In $0.150·Out $0.600	1349	1411	$0.150	$0.600	10,927	O
#234	OpenAI: GPT-4 Turbo #234·Elo 1347·In $10.00·Out $30.00	1347	1233	$10.00	$30.00	17,104	O
#234	OpenAI: GPT-4 Turbo Preview #234·Elo 1347·In $10.00·Out $30.00	1347	1233	$10.00	$30.00	17,104	O
#237	Meta: Llama 3.3 70B Instruct #237·Elo 1345·In $0.130·Out $0.400	1345	1419	$0.130	$0.400	8,747	O
#237	Meta: Llama 3.3 70B Instruct (free) #237·Elo 1345·Out -	1345	-	-	-	8,747	O
#246	Meta: Llama 3.1 70B Instruct #246·Elo 1333·In $0.400·Out $0.400	1333	1373	$0.400	$0.400	9,389	O
#254	Google: Gemma 3 12B #254·Elo 1316·In $0.050·Out $0.150	1316	1432	$0.050	$0.150	543	O
#258	Mistral: Mistral Small 3 #258·Elo 1312·In $0.050·Out $0.080	1312	1437	$0.050	$0.080	2,083	O
#263	Google: Gemma 3n 4B #263·Elo 1308·In $0.060·Out $0.120	1308	1422	$0.060	$0.120	3,526	O
#266	Microsoft: Phi 4 #266·Elo 1306·In $0.070·Out $0.140	1306	1414	$0.070	$0.140	3,305	O
#269	Google: Gemma 2 27B #269·Elo 1305·In $0.650·Out $0.650	1305	1324	$0.650	$0.650	12,088	O
#271	Anthropic: Claude 3 Haiku #271·Elo 1300·In $0.250·Out $1.25	1300	1335	$0.250	$1.25	20,898	O
#278	Cohere: Command R (08-2024) #278·Elo 1281·In $0.150·Out $0.600	1281	1343	$0.150	$0.600	1,783	O
#279	Cohere: Command R+ (08-2024) #279·Elo 1280·In $2.50·Out $10.00	1280	1219	$2.50	$10.00	1,675	O
#286	Google: Gemma 3 4B #286·Elo 1274·In $0.050·Out $0.100	1274	1396	$0.050	$0.100	605	O
#297	Meta: Llama 3.1 8B Instruct #297·Elo 1260·In $0.050·Out $0.080	1260	1385	$0.050	$0.080	8,582	O
#303	Google Gemini Pro Latest #303·Elo 1248·In $2.00·Out $12.00	1248	1188	$2.00	$12.00	678	O
#335	Meta: Llama 3.2 3B Instruct #335·Elo 1176·In $0.051·Out $0.335	1176	1272	$0.051	$0.335	1,351	O
#335	Meta: Llama 3.2 3B Instruct (free) #335·Elo 1176·Out -	1176	-	-	-	1,351	O
#350	Meta: Llama 3.2 1B Instruct #350·Elo 1148·In $0.027·Out $0.201	1148	1269	$0.027	$0.201	1,346	O