Code Arena | Overall
View overall rankings across AI models on agentic coding tasks involving multi-step reasoning and tool use.
Mar 11, 2026
196,662 votes
53 models
Rank Spread | ||||||
|---|---|---|---|---|---|---|
| 1 | 12 | Anthropic · Proprietary | 1552+13/-13 | 2,891 | $5 / $25 | 1M |
| 2 | 12 | Anthropic · Proprietary | 1552+12/-12 | 3,677 | $5 / $25 | 1M |
| 3 | 33 | Anthropic · Proprietary | 1524+11/-11 | 4,322 | $3 / $15 | 1M |
| 4 | 44 | Anthropic · Proprietary | 1493+7/-7 | 12,499 | $5 / $25 | 200K |
| 5 | 57 | Anthropic · Proprietary | 1472+7/-7 | 12,651 | $5 / $25 | 200K |
| 6 | 513 | OpenAI · Proprietary | 1460+17/-17 | 1,410 | N/A | N/A |
| 7 | 513 | Google · Proprietary | 1457+11/-11 | 3,510 | $2 / $12 | 1M |
| 8 | 613 | Z.ai · MIT | 1447+11/-11 | 3,608 | $0.72 / $2.30 | 202.8K |
| 9 | 613 | Z.ai · MIT | 1442+10/-10 | 5,136 | $0.38 / $1.98 | 202.8K |
| 10 | 613 | Google · Proprietary | 1441+7/-7 | 13,639 | $0.50 / $3 | 1M |
| 11 | 613 | Google · Proprietary | 1440+7/-7 | 17,867 | $2 / $12 | 1M |
| 12 | 614 | Moonshot · Modified MIT | 1437+9/-9 | 5,186 | $0.60 / $3 | N/A |
| 13 | 615 | OpenAI · Proprietary | 1436+18/-18 | 1,271 | N/A | N/A |
| 14 | 1217 | MiniMax · Modified MIT | 1419+10/-10 | 4,846 | $0.25 / $1.20 | 196.6K |
| 15 | 1320 | Moonshot · Modified MIT | 1414+11/-11 | 3,547 | $0.45 / $2.20 | 262.1K |
| 16 | 1424 | OpenAI · Proprietary | 1406+12/-12 | 2,817 | $1.75 / $14 | 400K |
| 17 | 1524 | MiniMax · MIT | 1401+8/-8 | 9,830 | $0.27 / $0.95 | 196.6K |
| 18 | 1524 | Google · Proprietary | 1401+7/-7 | 10,194 | $0.50 / $3 | 1M |
| 19 | 1428 | OpenAI · Proprietary | 1395+15/-15 | 1,644 | $1.75 / $14 | 400K |
| 20 | 1527 | OpenAI · Proprietary | 1393+12/-12 | 3,948 | $1.25 / $10 | 400K |
| 21 | 1626 |  Alibaba · Apache 2.0 | 1392+10/-10 | 3,692 | $0.39 / $2.34 | 262.1K |
| 22 | 1626 | Anthropic · Proprietary | 1391+7/-7 | 15,434 | $3 / $15 | 200K |
| 23 | 1628 | OpenAI · Proprietary | 1389+9/-9 | 6,468 | $1.25 / $10 | 400K |
| 24 | 1628 | Anthropic · Proprietary | 1388+9/-9 | 9,020 | $15 / $75 | 200K |
| 25 | 1928 | Anthropic · Proprietary | 1386+7/-7 | 17,248 | $3 / $15 | 200K |
| 26 | 1928 | Alibaba · Apache 2.0 | 1379+13/-13 | 2,251 | $0.26 / $2.08 | 262.1K |
| 27 | 2129 | DeepSeek · MIT | 1373+8/-8 | 7,014 | $0.26 / $0.38 | 163.8K |
| 28 | 2229 | Alibaba · Apache 2.0 | 1367+14/-14 | 2,105 | $0.20 / $1.56 | 262.1K |
| 29 | 2732 | Z.ai · MIT | 1357+9/-9 | 8,785 | $0.39 / $1.90 | 204.8K |
| 30 | 2934 | OpenAI · Proprietary | 1343+7/-7 | 13,323 | $1.25 / $10 | 400K |
| 31 | 2934 | OpenAI · Proprietary | 1342+8/-8 | 7,022 | $1.75 / $14 | 400K |
| 32 | 2934 |  Xiaomi · MIT | 1341+8/-8 | 6,946 | $0.09 / $0.29 | 262.1K |
| 33 | 3035 | Moonshot · Modified MIT | 1330+7/-7 | 13,909 | $1.15 / $8 | 262.1K |
| 34 | 3036 | OpenAI · Proprietary | 1329+9/-9 | 6,553 | $1.25 / $10 | 400K |
| 35 | 3337 | DeepSeek · MIT | 1324+8/-8 | 8,387 | $0.26 / $0.38 | 163.8K |
| 36 | 3438 | MiniMax · Apache 2.0 | 1312+9/-9 | 8,893 | $0.26 / $1 | 196.6K |
| 37 | 3638 | Anthropic · Proprietary | 1309+7/-7 | 15,200 | $1 / $5 | 200K |
| 38 | 3539 | Xiaomi · MIT | 1306+13/-13 | 2,162 | $0.09 / $0.29 | 262.1K |
| 39 | 3840 | DeepSeek · MIT | 1287+10/-10 | 5,155 | $0.27 / $0.41 | 163.8K |
| 40 | 3940 | Alibaba · Apache 2.0 | 1284+7/-7 | 14,903 | $0.40 / $1.60 | 262.1K |
| 41 | 4146 | KwaiKAT · Proprietary | 1260+15/-15 | 1,964 | $0.21 / $0.83 | 256K |
| 42 | 4147 | Alibaba · Apache 2.0 | 1256+16/-16 | 1,730 | $0.16 / $1.30 | 262.1K |
| 43 | 4147 | Google · Proprietary | 1254+17/-17 | 1,397 | $0.25 / $1.50 | 1M |
| 44 | 4147 | OpenAI · Proprietary | 1244+17/-17 | 1,541 | $0.25 / $2 | 400K |
| 45 | 4147 | Alibaba · Proprietary | 1243+17/-17 | 1,538 | N/A | N/A |
| 46 | 4147 | xAI · Proprietary | 1236+9/-9 | 7,144 | $0.20 / $0.50 | 2M |
| 47 | 4250 | Mistral · Apache 2.0 | 1223+20/-20 | 1,045 | $0.50 / $1.50 | N/A |
| 48 | 4750 | Google · Proprietary | 1206+13/-13 | 3,477 | $1.25 / $10 | 1M |
| 49 | 4750 | xAI · Proprietary | 1205+19/-19 | 1,282 | $0.20 / $0.50 | N/A |
| 50 | 4750 | Mistral · Modified MIT | 1198+16/-16 | 1,693 | N/A | N/A |
| 51 | 5152 | xAI · Proprietary | 1151+23/-23 | 968 | $0.20 / $0.50 | 2M |
| 52 | 5153 | xAI · Proprietary | 1143+21/-21 | 1,021 | $0.20 / $1.50 | 256K |
| 53 | 5253 | Mistral · Proprietary | 1100+22/-22 | 1,027 | $0.40 / $2 | 128K |