Code Arena | Overall
View overall rankings across AI models on agentic coding tasks involving multi-step reasoning and tool use.
Mar 20, 2026
209,727 votes
56 models
Rank Spread | ||||||
|---|---|---|---|---|---|---|
| 1 | 12 | Anthropic · Proprietary | 1548+12/-12 | 4,059 | $5 / $25 | 1M |
| 2 | 12 | Anthropic · Proprietary | 1546+12/-12 | 3,317 | $5 / $25 | 1M |
| 3 | 33 | Anthropic · Proprietary | 1521+9/-9 | 5,876 | $3 / $15 | 1M |
| 4 | 44 | Anthropic · Proprietary | 1489+7/-7 | 13,259 | $5 / $25 | 200K |
| 5 | 58 | Anthropic · Proprietary | 1465+7/-7 | 13,313 | $5 / $25 | 200K |
| 6 | 514 | OpenAI · Proprietary | 1457+17/-17 | 1,486 | N/A | N/A |
| 7 | 512 | Google · Proprietary | 1454+10/-10 | 4,364 | $2 / $12 | 1M |
| 8 | 615 | Z.ai · MIT | 1445+10/-10 | 4,316 | $1 / $3.20 | 202.8K |
| 9 | 515 | MiniMax · Proprietary | 1445+14/-14 | 2,015 | $0.30 / $1.20 | 204.8K |
| 10 | 615 | Z.ai · MIT | 1439+10/-10 | 4,971 | $0.39 / $1.75 | 202.8K |
| 11 | 615 | Google · Proprietary | 1437+7/-7 | 17,483 | $2 / $12 | 1M |
| 12 | 715 | Google · Proprietary | 1436+7/-7 | 13,404 | $0.50 / $3 | 1M |
| 13 | 616 |  Xiaomi · Proprietary | 1436+16/-16 | 1,350 | $1 / $3 | 1M |
| 14 | 815 | Moonshot · Modified MIT | 1431+9/-9 | 5,987 | $0.60 / $3 | N/A |
| 15 | 719 | OpenAI · Proprietary | 1428+16/-16 | 1,574 | N/A | N/A |
| 16 | 1522 | MiniMax · Modified MIT | 1410+9/-9 | 5,796 | $0.20 / $1.17 | 196.6K |
| 17 | 1522 | Moonshot · Modified MIT | 1409+11/-11 | 3,632 | $0.45 / $2.20 | 262.1K |
| 18 | 1423 | OpenAI · Proprietary | 1409+12/-12 | 2,973 | $1.75 / $14 | 400K |
| 19 | 1528 | OpenAI · Proprietary | 1400+16/-16 | 1,531 | $1.75 / $14 | 400K |
| 20 | 1627 | MiniMax · MIT | 1399+8/-8 | 9,584 | $0.27 / $0.95 | 196.6K |
| 21 | 1627 | Google · Proprietary | 1395+7/-7 | 11,042 | $0.50 / $3 | 1M |
| 22 | 1628 | OpenAI · Proprietary | 1392+12/-12 | 3,835 | $1.25 / $10 | 400K |
| 23 | 1928 | Anthropic · Proprietary | 1389+6/-6 | 16,012 | $3 / $15 | 200K |
| 24 | 1828 | OpenAI · Proprietary | 1388+9/-9 | 6,255 | $1.25 / $10 | 400K |
| 25 | 1930 |  Alibaba · Apache 2.0 | 1386+10/-10 | 4,535 | $0.39 / $2.34 | 262.1K |
| 26 | 1928 | Anthropic · Proprietary | 1386+6/-6 | 17,832 | $3 / $15 | 200K |
| 27 | 1930 | Anthropic · Proprietary | 1384+9/-9 | 8,738 | $15 / $75 | 200K |
| 28 | 2132 | xAI · Proprietary | 1373+14/-14 | 1,941 | $2 / $6 | 2M |
| 29 | 2632 | DeepSeek · MIT | 1370+8/-8 | 7,445 | $0.26 / $0.38 | 163.8K |
| 30 | 2632 | Alibaba · Apache 2.0 | 1367+11/-11 | 3,239 | $0.26 / $2.08 | 262.1K |
| 31 | 2834 | Z.ai · MIT | 1354+9/-9 | 8,522 | $0.39 / $1.90 | 204.8K |
| 32 | 2835 | Alibaba · Apache 2.0 | 1352+12/-12 | 2,951 | $0.20 / $1.56 | 262.1K |
| 33 | 3137 | OpenAI · Proprietary | 1339+7/-7 | 13,088 | $1.25 / $10 | 400K |
| 34 | 3137 | Xiaomi · MIT | 1338+8/-8 | 6,850 | $0.09 / $0.29 | 262.1K |
| 35 | 3238 | OpenAI · Proprietary | 1338+8/-8 | 7,901 | $1.75 / $14 | 400K |
| 36 | 3338 | Moonshot · Modified MIT | 1328+6/-6 | 14,436 | $1.15 / $8 | 262.1K |
| 37 | 3339 | OpenAI · Proprietary | 1326+9/-9 | 6,346 | $1.25 / $10 | 400K |
| 38 | 3541 | DeepSeek · MIT | 1322+8/-8 | 8,886 | $0.26 / $0.38 | 163.8K |
| 39 | 3841 | Anthropic · Proprietary | 1309+6/-6 | 15,758 | $1 / $5 | 200K |
| 40 | 3741 | MiniMax · Apache 2.0 | 1309+9/-9 | 8,602 | $0.26 / $1 | 196.6K |
| 41 | 3843 | Xiaomi · MIT | 1302+14/-14 | 2,109 | $0.09 / $0.29 | 262.1K |
| 42 | 4143 | DeepSeek · MIT | 1285+10/-11 | 5,012 | $0.27 / $0.41 | 163.8K |
| 43 | 4143 | Alibaba · Apache 2.0 | 1282+6/-6 | 15,471 | $0.40 / $1.60 | 262.1K |
| 44 | 4449 | KwaiKAT · Proprietary | 1258+15/-15 | 1,925 | $0.21 / $0.83 | 256K |
| 45 | 4450 | Google · Proprietary | 1251+16/-16 | 1,479 | $0.25 / $1.50 | 1M |
| 46 | 4450 | Alibaba · Apache 2.0 | 1249+16/-16 | 1,818 | $0.16 / $1.30 | 262.1K |
| 47 | 4451 | OpenAI · Proprietary | 1240+17/-17 | 1,503 | $0.25 / $2 | 400K |
| 48 | 4451 | Alibaba · Proprietary | 1238+17/-17 | 1,560 | N/A | N/A |
| 49 | 4450 | xAI · Proprietary | 1234+9/-9 | 6,977 | $0.20 / $0.50 | 2M |
| 50 | 4553 | Mistral · Apache 2.0 | 1221+20/-20 | 1,031 | $0.50 / $1.50 | N/A |
| 51 | 4853 | xAI · Proprietary | 1205+19/-19 | 1,242 | $0.20 / $0.50 | N/A |
| 52 | 5053 | Google · Proprietary | 1205+13/-13 | 3,365 | $1.25 / $10 | 1M |
| 53 | 5053 | Mistral · Modified MIT | 1198+17/-17 | 1,603 | N/A | N/A |
| 54 | 5455 | xAI · Proprietary | 1149+23/-23 | 936 | $0.20 / $0.50 | 2M |
| 55 | 5456 | xAI · Proprietary | 1138+22/-22 | 989 | $0.20 / $1.50 | 256K |
| 56 | 5556 | Mistral · Proprietary | 1094+22/-22 | 1,003 | $0.40 / $2 | 128K |