Code Arena | Overall
View overall rankings across AI models on agentic coding tasks involving multi-step reasoning and tool use.
Mar 18, 2026
210,395 votes
55 models
Rank Spread | ||||||
|---|---|---|---|---|---|---|
| 1 | 12 | Anthropic · Proprietary | 1547+11/-11 | 4,090 | $5 / $25 | 1M |
| 2 | 12 | Anthropic · Proprietary | 1547+12/-12 | 3,324 | $5 / $25 | 1M |
| 3 | 33 | Anthropic · Proprietary | 1521+9/-9 | 5,823 | $3 / $15 | 1M |
| 4 | 44 | Anthropic · Proprietary | 1490+7/-7 | 13,310 | $5 / $25 | 200K |
| 5 | 58 | Anthropic · Proprietary | 1467+7/-7 | 13,403 | $5 / $25 | 200K |
| 6 | 513 | OpenAI · Proprietary | 1458+17/-17 | 1,518 | N/A | N/A |
| 7 | 510 | Google · Proprietary | 1456+10/-10 | 4,285 | $2 / $12 | 1M |
| 8 | 514 | MiniMax · Proprietary | 1452+15/-15 | 1,708 | $0.30 / $1.20 | 204.8K |
| 9 | 614 | Z.ai · MIT | 1446+10/-10 | 4,389 | $0.72 / $2.30 | 80K |
| 10 | 614 | Z.ai · MIT | 1440+10/-10 | 5,069 | $0.39 / $1.75 | 202.8K |
| 11 | 714 | Google · Proprietary | 1437+7/-7 | 13,655 | $0.50 / $3 | 1M |
| 12 | 714 | Google · Proprietary | 1437+7/-7 | 17,775 | $2 / $12 | 1M |
| 13 | 815 | Moonshot · Modified MIT | 1432+9/-9 | 5,992 | $0.60 / $3 | N/A |
| 14 | 717 | OpenAI · Proprietary | 1428+16/-16 | 1,606 | N/A | N/A |
| 15 | 1318 | MiniMax · Modified MIT | 1417+9/-9 | 5,913 | $0.20 / $1.20 | 196.6K |
| 16 | 1423 | OpenAI · Proprietary | 1409+12/-12 | 3,023 | $1.75 / $14 | 400K |
| 17 | 1421 | Moonshot · Modified MIT | 1409+10/-10 | 3,725 | $0.45 / $2.20 | 262.1K |
| 18 | 1626 | MiniMax · MIT | 1399+8/-8 | 9,823 | $0.27 / $0.95 | 196.6K |
| 19 | 1528 | OpenAI · Proprietary | 1397+16/-16 | 1,584 | $1.75 / $14 | 400K |
| 20 | 1626 | Google · Proprietary | 1396+7/-7 | 11,133 | $0.50 / $3 | 1M |
| 21 | 1629 | OpenAI · Proprietary | 1391+12/-12 | 3,847 | $1.25 / $10 | 400K |
| 22 | 1828 | Anthropic · Proprietary | 1389+6/-6 | 16,085 | $3 / $15 | 200K |
| 23 | 1729 |  Alibaba · Apache 2.0 | 1388+10/-10 | 4,471 | $0.39 / $2.34 | 262.1K |
| 24 | 1728 | OpenAI · Proprietary | 1388+9/-9 | 6,361 | $1.25 / $10 | 400K |
| 25 | 1828 | Anthropic · Proprietary | 1386+6/-6 | 17,939 | $3 / $15 | 200K |
| 26 | 1829 | Anthropic · Proprietary | 1385+9/-9 | 8,820 | $15 / $75 | 200K |
| 27 | 2031 | xAI · Proprietary | 1372+15/-15 | 1,812 | $2 / $6 | 2M |
| 28 | 2031 | Alibaba · Apache 2.0 | 1372+11/-11 | 3,130 | $0.26 / $2.08 | 262.1K |
| 29 | 2431 | DeepSeek · MIT | 1371+8/-8 | 7,502 | $0.26 / $0.38 | 163.8K |
| 30 | 2734 | Alibaba · Apache 2.0 | 1354+12/-12 | 2,845 | $0.20 / $1.56 | 262.1K |
| 31 | 2733 | Z.ai · MIT | 1354+9/-9 | 8,608 | $0.39 / $1.90 | 204.8K |
| 32 | 3035 | OpenAI · Proprietary | 1341+7/-7 | 13,303 | $1.25 / $10 | 400K |
| 33 | 3037 |  Xiaomi · MIT | 1338+8/-8 | 7,020 | $0.09 / $0.29 | 262.1K |
| 34 | 3137 | OpenAI · Proprietary | 1337+8/-8 | 7,900 | $1.75 / $14 | 400K |
| 35 | 3238 | OpenAI · Proprietary | 1327+9/-9 | 6,430 | $1.25 / $10 | 400K |
| 36 | 3337 | Moonshot · Modified MIT | 1327+6/-6 | 14,478 | $1.15 / $8 | 262.1K |
| 37 | 3339 | DeepSeek · MIT | 1323+8/-8 | 8,970 | $0.26 / $0.38 | 163.8K |
| 38 | 3640 | MiniMax · Apache 2.0 | 1311+9/-9 | 8,702 | $0.26 / $1 | 196.6K |
| 39 | 3840 | Anthropic · Proprietary | 1308+6/-6 | 15,820 | $1 / $5 | 200K |
| 40 | 3742 | Xiaomi · MIT | 1303+14/-14 | 2,137 | $0.09 / $0.29 | 262.1K |
| 41 | 4042 | DeepSeek · MIT | 1285+10/-10 | 5,052 | $0.27 / $0.41 | 163.8K |
| 42 | 4042 | Alibaba · Apache 2.0 | 1283+6/-6 | 15,530 | $0.40 / $1.60 | 262.1K |
| 43 | 4348 | KwaiKAT · Proprietary | 1258+15/-15 | 1,940 | $0.21 / $0.83 | 256K |
| 44 | 4349 | Google · Proprietary | 1252+16/-16 | 1,493 | $0.25 / $1.50 | 1M |
| 45 | 4349 | Alibaba · Apache 2.0 | 1250+15/-15 | 1,848 | $0.16 / $1.30 | 262.1K |
| 46 | 4349 | OpenAI · Proprietary | 1242+17/-17 | 1,510 | $0.25 / $2 | 400K |
| 47 | 4350 | Alibaba · Proprietary | 1240+17/-17 | 1,582 | N/A | N/A |
| 48 | 4349 | xAI · Proprietary | 1234+9/-9 | 7,078 | $0.20 / $0.50 | 2M |
| 49 | 4452 | Mistral · Apache 2.0 | 1220+20/-20 | 1,038 | $0.50 / $1.50 | N/A |
| 50 | 4952 | Google · Proprietary | 1205+13/-13 | 3,373 | $1.25 / $10 | 1M |
| 51 | 4852 | xAI · Proprietary | 1204+19/-19 | 1,256 | $0.20 / $0.50 | N/A |
| 52 | 4952 | Mistral · Modified MIT | 1198+16/-16 | 1,633 | N/A | N/A |
| 53 | 5354 | xAI · Proprietary | 1149+23/-23 | 940 | $0.20 / $0.50 | 2M |
| 54 | 5355 | xAI · Proprietary | 1139+22/-22 | 992 | $0.20 / $1.50 | 256K |
| 55 | 5455 | Mistral · Proprietary | 1095+22/-22 | 1,003 | $0.40 / $2 | 128K |