AI model benchmark tracker.
A sortable view of frontier model performance across public Arena evals, with space for independent intelligence, cost, and coding benchmarks as the data layer expands.
Models tracked
Arena views
Labs covered
SWE-bench matches
Current leader
Claude Fable 5
Text Arena
Code Arena
Vision Arena
SWE-bench
203 models shown
Arena and SWE-bench scores are higher-is-better. Latency and price are lower-is-better.
| Model info | Arena benchmarks | Cost and speed | Coding eval | Freshness | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rank | Latest | ||||||||||||
| #1 | Claude Fable 5 claude-fable-5 FrontierCoding+1 | Anthropic | Proprietary | 1507#1 1500-1515 CI 8,817 votes | 1631#2 1618-1645 CI 2,505 votes | 1318#1 1307-1329 CI 4,383 votes | 1229#1 1222-1237 CI 9,895 votes | 1509#1 1497-1521 CI 2,644 votes | $20.00 blended / 1M $10.00 in / $50.00 out | 55.9s time to first token Artificial Analysis | 58 output tok/sec median | Not listed | Jul 16, 2026 |
| #2 | Claude Opus 4.6 Thinking claude-opus-4-6-thinking FrontierReasoning+2 | Anthropic | Proprietary | 1504#2 1500-1508 CI 60,977 votes | 1542#9 1536-1549 CI 12,919 votes | 1299#3 1292-1306 CI 18,430 votes | Not listed | 1494#4 1487-1501 CI 24,188 votes | $10.00 blended / 1M $5.00 in / $25.00 out | 11.5s time to first token Artificial Analysis | 46 output tok/sec median | Not listed | Jul 16, 2026 |
| #3 | Claude Opus 4.7 Thinking claude-opus-4-7-thinking FrontierReasoning+2 | Anthropic | Proprietary | 1502#3 1498-1507 CI 48,284 votes | 1558#7 1551-1565 CI 10,534 votes | 1304#2 1297-1311 CI 18,567 votes | Not listed | 1503#2 1496-1510 CI 18,023 votes | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #4 | Claude Opus 4.6 claude-opus-4-6 FrontierCoding+1 | Anthropic | Proprietary | 1498#4 1494-1501 CI 64,722 votes | 1536#12 1530-1542 CI 14,105 votes | 1298#5 1292-1305 CI 22,778 votes | Not listed | 1491#5 1485-1498 CI 36,602 votes | $10.00 blended / 1M $5.00 in / $25.00 out | 1.82s time to first token Artificial Analysis | 43 output tok/sec median | 75.6%#4 bash-only mini 2.0.0 | Jul 16, 2026 |
| #5 | Claude Opus 4.7 claude-opus-4-7 FrontierCoding+1 | Anthropic | Proprietary | 1494#5 1490-1498 CI 49,439 votes | 1555#8 1548-1562 CI 9,976 votes | 1299#4 1292-1306 CI 19,049 votes | 1213#4 1208-1219 CI 62,150 votes | 1500#3 1493-1506 CI 18,185 votes | $10.00 blended / 1M $5.00 in / $25.00 out | 1.61s time to first token Artificial Analysis | 45 output tok/sec median | Not listed | Jul 16, 2026 |
| #6 | Muse Spark 1.1 muse-spark-1.1 FrontierCoding | Meta | Proprietary | 1493#6 1485-1501 CI 5,732 votes | 1538#11 1524-1552 CI 2,083 votes | Not listed | Not listed | Not listed | $2.00 blended / 1M $1.25 in / $4.25 out | 0.83s time to first token Artificial Analysis | 113 output tok/sec median | Not listed | Jul 16, 2026 |
| #7 | Muse Spark muse-spark FrontierMultimodal | Meta | Proprietary | 1487#7 1481-1493 CI 13,569 votes | Not listed | 1295#6 1285-1304 CI 5,621 votes | Not listed | 1469#13 1451-1488 CI 1,086 votes | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #8 | GPT-5.6 Sol xHigh gpt-5.6-sol-xhigh FrontierReasoning+1 | OpenAI | Proprietary | 1486#8 1477-1496 CI 4,113 votes | 1618#3 1605-1631 CI 2,542 votes | Not listed | Not listed | Not listed | $11.25 blended / 1M $5.00 in / $30.00 out | 2.50s time to first token Artificial Analysis | 60 output tok/sec median | Not listed | Jul 16, 2026 |
| #9 | Gemini 3 Pro gemini-3-pro FrontierMultimodal | Proprietary | 1486#9 1482-1490 CI 41,283 votes | 1439#35 1431-1446 CI 17,150 votes | 1289#7 1281-1297 CI 13,117 votes | Not listed | 1452#19 1444-1461 CI 10,748 votes | $4.50 blended / 1M $2.00 in / $12.00 out | Not listed | Not listed | 74.2%#6 bash-only mini 1.15.0 | Jul 16, 2026 | |
| #10 | Kimi K3 kimi-k3 FrontierCoding | Moonshot AI | Proprietary | 1486#10 1475-1496 CI 3,026 votes | 1679#1 1661-1696 CI 1,757 votes | Not listed | Not listed | Not listed | $6.00 blended / 1M $3.00 in / $15.00 out | 1.36s time to first token Artificial Analysis | 63 output tok/sec median | Not listed | Jul 16, 2026 |
| #11 | Gemini 3.1 Pro Preview gemini-3.1-pro-preview FrontierMultimodal | Proprietary | 1485#11 1482-1489 CI 81,409 votes | 1444#33 1438-1450 CI 17,410 votes | 1278#15 1272-1284 CI 34,899 votes | Not listed | 1456#17 1451-1462 CI 44,046 votes | $4.50 blended / 1M $2.00 in / $12.00 out | 23.7s time to first token Artificial Analysis | 126 output tok/sec median | Not listed | Jul 16, 2026 | |
| #12 | Claude Opus 4.8 Thinking claude-opus-4-8-thinking FrontierReasoning+2 | Anthropic | Proprietary | 1483#12 1478-1488 CI 28,676 votes | 1562#5 1553-1570 CI 7,309 votes | 1286#9 1278-1295 CI 9,124 votes | Not listed | 1487#6 1479-1495 CI 7,546 votes | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #13 | GPT-5.5 High gpt-5.5-high FrontierReasoning+1 | OpenAI | Proprietary | 1482#13 1478-1487 CI 43,452 votes | 1482#23 1475-1489 CI 11,109 votes | 1286#8 1279-1294 CI 15,445 votes | Not listed | 1480#8 1473-1487 CI 15,996 votes | $11.25 blended / 1M $5.00 in / $30.00 out | 12.5s time to first token Artificial Analysis | 69 output tok/sec median | Not listed | Jul 16, 2026 |
| #14 | GPT-5.4 High gpt-5.4-high FrontierReasoning+1 | OpenAI | Proprietary | 1478#14 1474-1482 CI 56,671 votes | 1457#30 1440-1474 CI 1,482 votes | 1281#13 1274-1289 CI 18,422 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #15 | Gemini 3.5 Flash High gemini-3.5-flash-high FrontierReasoning+1 | Proprietary | 1476#15 1470-1483 CI 10,097 votes | Not listed | 1276#18 1264-1288 CI 2,988 votes | Not listed | Not listed | $3.38 blended / 1M $1.50 in / $9.00 out | 0.77s time to first token Artificial Analysis | 232 output tok/sec median | Not listed | Jul 16, 2026 | |
| #16 | Claude Opus 4.8 claude-opus-4-8 FrontierCoding+1 | Anthropic | Proprietary | 1476#16 1471-1481 CI 29,236 votes | 1534#13 1525-1542 CI 6,003 votes | 1282#12 1274-1291 CI 9,505 votes | 1197#10 1191-1203 CI 42,248 votes | 1482#7 1474-1490 CI 7,298 votes | $10.00 blended / 1M $5.00 in / $25.00 out | 21.8s time to first token Artificial Analysis | 55 output tok/sec median | Not listed | Jul 16, 2026 |
| #17 | GPT-5.2 Chat Latest 20260210 gpt-5.2-chat-latest-20260210 FrontierMultimodal | OpenAI | Proprietary | 1476#17 1472-1480 CI 34,427 votes | Not listed | 1279#14 1272-1286 CI 15,536 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #18 | Qwen3.7 Max Preview qwen3.7-max-preview Frontier | Alibaba | Proprietary | 1475#18 1465-1485 CI 3,717 votes | Not listed | Not listed | Not listed | Not listed | $3.75 blended / 1M $2.50 in / $7.50 out | 1.54s time to first token Artificial Analysis | 202 output tok/sec median | Not listed | Jul 16, 2026 |
| #19 | GPT-5.5 gpt-5.5 FrontierMultimodal | OpenAI | Proprietary | 1475#19 1470-1479 CI 44,870 votes | 1450#31 1443-1457 CI 9,278 votes | 1285#11 1278-1293 CI 16,562 votes | Not listed | 1474#11 1468-1481 CI 16,410 votes | $11.25 blended / 1M $5.00 in / $30.00 out | 5.44s time to first token Artificial Analysis | 72 output tok/sec median | Not listed | Jul 16, 2026 |
| #20 | Gemini 3.5 Flash Medium gemini-3.5-flash-medium FrontierMultimodal | Proprietary | 1474#20 1468-1481 CI 11,676 votes | 1493#21 1484-1502 CI 5,679 votes | 1286#10 1275-1298 CI 3,350 votes | Not listed | 1460#15 1448-1471 CI 2,697 votes | $3.38 blended / 1M $1.50 in / $9.00 out | 10.6s time to first token Artificial Analysis | 268 output tok/sec median | Not listed | Jul 16, 2026 | |
| #21 | Grok 4.20 Beta 1 grok-4.20-beta1 Frontier | xAI | Proprietary | 1474#21 1469-1479 CI 26,844 votes | Not listed | Not listed | 1198#9 1192-1204 CI 53,873 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #22 | GPT-5.5 Instant gpt-5.5-instant FrontierMultimodal | OpenAI | Proprietary | 1473#23 1468-1478 CI 26,046 votes | Not listed | 1276#19 1267-1285 CI 7,300 votes | Not listed | 1457#16 1448-1467 CI 8,501 votes | $11.25 blended / 1M $5.00 in / $30.00 out | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #23 | Grok 4.20 Beta 0309 Reasoning grok-4.20-beta-0309-reasoning FrontierReasoning | xAI | Proprietary | 1473#24 1469-1477 CI 57,995 votes | 1381#59 1375-1388 CI 13,163 votes | 1253#28 1246-1259 CI 22,401 votes | Not listed | 1441#24 1434-1448 CI 17,897 votes | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #24 | Claude Opus 4.5 20251101 Thinking 32K claude-opus-4-5-20251101-thinking-32k FrontierReasoning | Anthropic | Proprietary | 1473#25 1469-1477 CI 37,057 votes | 1490#22 1483-1498 CI 13,056 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #25 | Claude Sonnet 4.6 claude-sonnet-4-6 CodingMultimodal | Anthropic | Proprietary | 1472#26 1468-1475 CI 54,931 votes | 1522#16 1516-1528 CI 16,293 votes | 1276#17 1270-1283 CI 23,147 votes | Not listed | 1480#9 1473-1486 CI 53,846 votes | $6.00 blended / 1M $3.00 in / $15.00 out | 47.9s time to first token Artificial Analysis | 58 output tok/sec median | Not listed | Jul 16, 2026 |
| #26 | GLM 5.1 glm-5.1 Open weightsCoding | Z.ai | Open weights | 1471#27 1466-1476 CI 28,601 votes | 1526#15 1518-1535 CI 5,870 votes | Not listed | Not listed | Not listed | $2.15 blended / 1M $1.40 in / $4.40 out | 1.01s time to first token Artificial Analysis | 62 output tok/sec median | Not listed | Jul 16, 2026 |
| #27 | Grok 4.20 Multi Agent Beta 0309 grok-4.20-multi-agent-beta-0309 | xAI | Proprietary | 1470#28 1466-1474 CI 56,758 votes | Not listed | 1250#29 1244-1257 CI 20,432 votes | 1207#6 1202-1212 CI 80,910 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #28 | Claude Opus 4.5 20251101 claude-opus-4-5-20251101 | Anthropic | Proprietary | 1469#29 1466-1472 CI 70,995 votes | 1466#27 1459-1472 CI 15,321 votes | Not listed | Not listed | 1463#14 1453-1474 CI 7,985 votes | $10.00 blended / 1M $5.00 in / $25.00 out | 1.33s time to first token Artificial Analysis | 52 output tok/sec median | 76.8%#1 bash-only mini 2.0.0 | Jul 16, 2026 |
| #29 | GLM 5.2 glm-5.2 (max) Open weightsCoding | Z.ai | Open weights | 1468#30 1462-1475 CI 15,656 votes | 1587#4 1577-1597 CI 4,722 votes | Not listed | Not listed | Not listed | $3.16 blended / 1M $2.09 in / $6.38 out | 0.95s time to first token Artificial Analysis | 81 output tok/sec median | Not listed | Jul 16, 2026 |
| #30 | ERNIE 5.1 ernie-5.1 | Baidu | Proprietary | 1468#31 1463-1473 CI 37,418 votes | Not listed | Not listed | 1193#13 1184-1203 CI 3,803 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #31 | GPT-5.4 gpt-5.4 Multimodal | OpenAI | Proprietary | 1466#32 1463-1470 CI 59,489 votes | 1386#57 1366-1406 CI 929 votes | 1278#16 1271-1285 CI 18,333 votes | Not listed | 1471#12 1464-1477 CI 28,910 votes | $5.63 blended / 1M $2.50 in / $15.00 out | 127.7s time to first token Artificial Analysis | 159 output tok/sec median | Not listed | Jul 16, 2026 |
| #32 | Grok 4.1 Thinking grok-4.1-thinking Reasoning | xAI | Proprietary | 1466#33 1463-1469 CI 65,473 votes | 1209#91 1189-1229 CI 1,209 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #33 | Grok 4.5 grok-4.5 Coding | xAI | Proprietary | 1465#34 1457-1474 CI 5,521 votes | 1558#6 1545-1571 CI 2,214 votes | Not listed | Not listed | Not listed | $3.00 blended / 1M $2.00 in / $6.00 out | 13.4s time to first token Artificial Analysis | 73 output tok/sec median | Not listed | Jul 16, 2026 |
| #34 | MiMo V2.5 Pro mimo-v2.5-pro Open weights | Xiaomi | Open weights | 1465#35 1461-1470 CI 40,095 votes | 1474#25 1467-1481 CI 9,525 votes | Not listed | Not listed | Not listed | $0.544 blended / 1M $0.435 in / $0.870 out | 2.21s time to first token Artificial Analysis | 63 output tok/sec median | Not listed | Jul 16, 2026 |
| #35 | Qwen3.5 Max Preview qwen3.5-max-preview | Alibaba | Proprietary | 1465#36 1460-1470 CI 21,479 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #36 | Claude Sonnet 5 High claude-sonnet-5-high ReasoningCoding | Anthropic | Proprietary | 1462#37 1455-1468 CI 11,176 votes | 1542#10 1531-1554 CI 2,959 votes | 1264#22 1254-1275 CI 4,103 votes | Not listed | 1477#10 1465-1488 CI 2,809 votes | $4.00 blended / 1M $2.00 in / $10.00 out | 1.52s time to first token Artificial Analysis | 62 output tok/sec median | Not listed | Jul 16, 2026 |
| #37 | Kimi K2.6 kimi-k2.6 Open weightsCoding | Moonshot AI | Open weights | 1461#38 1457-1466 CI 37,497 votes | 1515#18 1507-1522 CI 9,321 votes | 1265#21 1258-1273 CI 15,215 votes | Not listed | 1448#20 1440-1456 CI 11,094 votes | $1.71 blended / 1M $0.950 in / $4.00 out | 1.08s time to first token Artificial Analysis | 52 output tok/sec median | Not listed | Jul 16, 2026 |
| #38 | Qwen3.7 Plus qwen3.7-plus | Alibaba | Proprietary | 1460#39 1454-1466 CI 20,233 votes | Not listed | 1257#25 1248-1267 CI 5,541 votes | Not listed | 1453#18 1442-1464 CI 2,700 votes | $0.700 blended / 1M $0.400 in / $1.60 out | 1.62s time to first token Artificial Analysis | 53 output tok/sec median | Not listed | Jul 16, 2026 |
| #39 | Qwen3.6 Max Preview qwen3.6-max-preview | Alibaba | Proprietary | 1460#40 1452-1468 CI 5,195 votes | 1480#24 1468-1492 CI 2,551 votes | Not listed | Not listed | Not listed | $2.93 blended / 1M $1.30 in / $7.80 out | 2.15s time to first token Artificial Analysis | 39 output tok/sec median | Not listed | Jul 16, 2026 |
| #40 | Grok 4.1 grok-4.1 | xAI | Proprietary | 1459#41 1456-1463 CI 67,604 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #41 | Gemini 3 Flash gemini-3-flash (thinking-minimal) Reasoning | Proprietary | 1459#42 1456-1463 CI 82,036 votes | 1387#54 1382-1392 CI 21,511 votes | 1258#24 1252-1263 CI 32,073 votes | Not listed | 1442#23 1432-1451 CI 7,179 votes | $1.13 blended / 1M $0.500 in / $3.00 out | 0.70s time to first token Artificial Analysis | 212 output tok/sec median | 75.8%#2 bash-only mini 2.0.0 | Jul 16, 2026 | |
| #42 | DeepSeek V4 Pro deepseek-v4-pro Open weights | DeepSeek | Open weights | 1458#43 1453-1462 CI 43,062 votes | 1447#32 1439-1454 CI 9,723 votes | Not listed | Not listed | Not listed | $0.544 blended / 1M $0.435 in / $0.870 out | 0.95s time to first token Artificial Analysis | 63 output tok/sec median | Not listed | Jul 16, 2026 |
| #43 | GLM 5 glm-5 Open weights | Z.ai | Open weights | 1457#44 1452-1461 CI 27,805 votes | 1430#41 1422-1438 CI 7,452 votes | Not listed | Not listed | Not listed | $1.55 blended / 1M $1.00 in / $3.20 out | 0.75s time to first token Artificial Analysis | 52 output tok/sec median | 72.8%#8 bash-only mini 2.0.0 | Jul 16, 2026 |
| #44 | DeepSeek V4 Pro Thinking deepseek-v4-pro-thinking ReasoningOpen weights | DeepSeek | Open weights | 1456#45 1452-1461 CI 40,978 votes | 1459#29 1452-1466 CI 8,952 votes | Not listed | Not listed | Not listed | $0.544 blended / 1M $0.435 in / $0.870 out | 0.95s time to first token Artificial Analysis | 60 output tok/sec median | Not listed | Jul 16, 2026 |
| #45 | Dola Seed 2.0 Pro dola-seed-2.0-pro | ByteDance | Proprietary | 1456#46 1452-1459 CI 65,624 votes | Not listed | 1258#23 1250-1266 CI 10,345 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #46 | Claude Sonnet 4.5 20250929 Thinking 32K claude-sonnet-4-5-20250929-thinking-32k Reasoning | Anthropic | Proprietary | 1456#47 1453-1458 CI 82,341 votes | 1388#53 1381-1395 CI 15,743 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #47 | Claude Sonnet 4.5 20250929 claude-sonnet-4-5-20250929 | Anthropic | Proprietary | 1455#48 1452-1458 CI 80,738 votes | 1386#55 1380-1393 CI 18,417 votes | Not listed | Not listed | 1446#22 1440-1453 CI 27,977 votes | $6.00 blended / 1M $3.00 in / $15.00 out | 9.38s time to first token Artificial Analysis | 49 output tok/sec median | 71.4%#12 bash-only mini 2.0.0 | Jul 16, 2026 |
| #48 | GPT-5.1 High gpt-5.1-high Reasoning | OpenAI | Proprietary | 1455#49 1451-1458 CI 40,778 votes | Not listed | 1250#31 1241-1258 CI 9,193 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #49 | Gemma 4 31b gemma-4-31b Open weights | Open weights | 1451#50 1444-1459 CI 5,879 votes | 1367#62 1359-1375 CI 6,476 votes | 1255#26 1249-1262 CI 31,087 votes | Not listed | 1447#21 1438-1455 CI 10,132 votes | $0.205 blended / 1M $0.140 in / $0.400 out | 0.86s time to first token Artificial Analysis | 67 output tok/sec median | Not listed | Jul 16, 2026 | |
| #50 | GPT-5.4 Mini High gpt-5.4-mini-high Reasoning | OpenAI | Proprietary | 1450#51 1446-1454 CI 55,442 votes | 1398#46 1392-1405 CI 10,238 votes | 1254#27 1247-1261 CI 21,407 votes | Not listed | Not listed | $1.69 blended / 1M $0.750 in / $4.50 out | 6.69s time to first token Artificial Analysis | 164 output tok/sec median | Not listed | Jul 16, 2026 |
| #51 | Kimi K2.5 Thinking kimi-k2.5-thinking ReasoningOpen weights | Moonshot AI | Open weights | 1449#52 1446-1453 CI 60,842 votes | 1433#39 1427-1439 CI 15,192 votes | 1246#33 1240-1253 CI 24,477 votes | Not listed | 1436#25 1429-1443 CI 19,342 votes | $1.20 blended / 1M $0.600 in / $3.00 out | 1.02s time to first token Artificial Analysis | 53 output tok/sec median | 70.8%#13 bash-only mini 2.0.0 | Jul 16, 2026 |
| #52 | Claude Opus 4.1 20250805 Thinking 16K claude-opus-4-1-20250805-thinking-16k Reasoning | Anthropic | Proprietary | 1449#53 1446-1453 CI 49,746 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #53 | GPT-5.3 Chat Latest gpt-5.3-chat-latest | OpenAI | Proprietary | 1449#54 1445-1453 CI 32,999 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #54 | ERNIE 5.0 Preview 1203 ernie-5.0-preview-1203 | Baidu | Proprietary | 1449#55 1442-1455 CI 9,736 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #55 | MiMo V2 Pro mimo-v2-pro | Xiaomi | Proprietary | 1448#56 1444-1453 CI 24,509 votes | 1431#40 1423-1439 CI 6,894 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #56 | Claude Opus 4.1 20250805 claude-opus-4-1-20250805 | Anthropic | Proprietary | 1447#57 1444-1450 CI 77,239 votes | 1386#56 1377-1395 CI 8,564 votes | Not listed | Not listed | Not listed | $30.00 blended / 1M $15.00 in / $75.00 out | 2.16s time to first token Artificial Analysis | 42 output tok/sec median | Not listed | Jul 16, 2026 |
| #57 | ERNIE 5.0 0110 ernie-5.0-0110 | Baidu | Proprietary | 1447#58 1443-1451 CI 35,233 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #58 | Inkling inkling Open weights | Thinky | Open weights | 1447#59 1433-1461 CI 1,797 votes | 1434#38 1419-1450 CI 1,506 votes | Not listed | Not listed | Not listed | $2.57 blended / 1M $1.87 in / $4.68 out | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #59 | Gemini 2.5 Pro gemini-2.5-pro | Proprietary | 1446#60 1443-1448 CI 124,391 votes | 1204#92 1191-1218 CI 3,299 votes | 1245#34 1241-1250 CI 88,620 votes | Not listed | 1432#27 1425-1438 CI 25,053 votes | Not listed | Not listed | Not listed | 53.6%#35 bash-only mini 1.0.0 | Jul 16, 2026 | |
| #60 | Minimax M3 minimax-m3 Coding | MiniMax | Proprietary | 1445#61 1440-1450 CI 25,832 votes | 1493#20 1485-1502 CI 6,302 votes | 1242#36 1233-1251 CI 8,901 votes | Not listed | 1434#26 1425-1442 CI 6,328 votes | $0.525 blended / 1M $0.300 in / $1.20 out | 1.20s time to first token Artificial Analysis | 99 output tok/sec median | Not listed | Jul 16, 2026 |
| #61 | GPT-4.5 Preview 2025 02 27 gpt-4.5-preview-2025-02-27 | OpenAI | Proprietary | 1445#62 1439-1450 CI 14,547 votes | Not listed | 1225#46 1214-1237 CI 2,925 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #62 | Qwen3.6 Plus qwen3.6-plus | Alibaba | Proprietary | 1443#63 1439-1448 CI 41,967 votes | 1459#28 1453-1466 CI 11,987 votes | Not listed | Not listed | Not listed | $1.13 blended / 1M $0.500 in / $3.00 out | 1.78s time to first token Artificial Analysis | 53 output tok/sec median | Not listed | Jul 16, 2026 |
| #63 | ChatGPT 4o Latest 20250326 chatgpt-4o-latest-20250326 | OpenAI | Proprietary | 1443#64 1440-1446 CI 82,395 votes | Not listed | 1241#37 1235-1246 CI 23,241 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #64 | GLM 4.7 glm-4.7 Open weights | Z.ai | Open weights | 1442#65 1436-1448 CI 12,095 votes | 1440#34 1430-1451 CI 4,883 votes | Not listed | Not listed | Not listed | $1.00 blended / 1M $0.600 in / $2.20 out | 0.64s time to first token Artificial Analysis | 115 output tok/sec median | Not listed | Jul 16, 2026 |
| #65 | Grok 4.3 grok-4.3 | xAI | Proprietary | 1442#66 1438-1447 CI 44,040 votes | 1360#66 1352-1367 CI 8,430 votes | 1247#32 1240-1254 CI 15,927 votes | 1190#16 1185-1196 CI 61,845 votes | Not listed | $1.56 blended / 1M $1.25 in / $2.50 out | 0.77s time to first token Artificial Analysis | 95 output tok/sec median | Not listed | Jul 16, 2026 |
| #66 | Qwen3.5 397b A17B qwen3.5-397b-a17b Open weights | Alibaba | Open weights | 1442#67 1438-1445 CI 56,135 votes | 1396#47 1391-1402 CI 14,672 votes | 1250#30 1243-1256 CI 22,096 votes | Not listed | Not listed | $1.35 blended / 1M $0.600 in / $3.60 out | 1.81s time to first token Artificial Analysis | 62 output tok/sec median | Not listed | Jul 16, 2026 |
| #67 | GPT-5.1 gpt-5.1 | OpenAI | Proprietary | 1439#68 1435-1442 CI 43,406 votes | 1340#70 1332-1347 CI 12,867 votes | 1238#40 1230-1246 CI 10,046 votes | Not listed | 1412#31 1403-1422 CI 8,242 votes | $3.44 blended / 1M $1.25 in / $10.00 out | 0.70s time to first token Artificial Analysis | 101 output tok/sec median | Not listed | Jul 16, 2026 |
| #68 | GLM 5v Turbo glm-5v-turbo | Z.ai | Proprietary | 1438#69 1430-1447 CI 5,383 votes | 1395#49 1376-1414 CI 1,061 votes | 1231#43 1224-1238 CI 25,498 votes | Not listed | 1402#32 1392-1412 CI 4,243 votes | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #69 | DeepSeek V4 Flash Thinking deepseek-v4-flash-thinking ReasoningOpen weights | DeepSeek | Open weights | 1438#70 1434-1443 CI 42,684 votes | Not listed | Not listed | Not listed | Not listed | $0.175 blended / 1M $0.140 in / $0.280 out | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #70 | Gemma 4 26b A4B gemma-4-26b-a4b Open weights | Open weights | 1438#71 1430-1446 CI 5,797 votes | 1361#65 1345-1377 CI 1,514 votes | 1240#39 1233-1247 CI 20,916 votes | Not listed | Not listed | $0.198 blended / 1M $0.130 in / $0.400 out | Not listed | Not listed | Not listed | Jul 16, 2026 | |
| #71 | DeepSeek V4 Flash deepseek-v4-flash Open weights | DeepSeek | Open weights | 1438#72 1433-1442 CI 42,779 votes | Not listed | Not listed | Not listed | Not listed | $0.175 blended / 1M $0.140 in / $0.280 out | 0.86s time to first token Artificial Analysis | 105 output tok/sec median | Not listed | Jul 16, 2026 |
| #72 | GPT-5.2 High gpt-5.2-high Reasoning | OpenAI | Proprietary | 1437#73 1434-1441 CI 47,966 votes | Not listed | 1244#35 1238-1251 CI 18,020 votes | Not listed | 1425#29 1416-1435 CI 7,081 votes | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #73 | Longcat Flash Chat 2602 Exp longcat-flash-chat-2602-exp | Meituan | Proprietary | 1436#74 1431-1440 CI 28,093 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #74 | GPT-5.2 gpt-5.2 | OpenAI | Proprietary | 1435#75 1432-1438 CI 75,282 votes | 1406#45 1389-1422 CI 1,455 votes | 1230#44 1223-1236 CI 19,053 votes | Not listed | 1428#28 1422-1434 CI 28,226 votes | $4.81 blended / 1M $1.75 in / $14.00 out | Not listed | Not listed | 72.8%#9 bash-only mini 2.0.0 | Jul 16, 2026 |
| #75 | Qwen3 Max Preview qwen3-max-preview | Alibaba | Proprietary | 1435#76 1430-1439 CI 27,696 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #76 | GPT-5 High gpt-5-high Reasoning | OpenAI | Proprietary | 1434#77 1429-1438 CI 31,891 votes | Not listed | 1211#56 1204-1219 CI 34,653 votes | Not listed | Not listed | $3.44 blended / 1M $1.25 in / $10.00 out | 0.54s time to first token Artificial Analysis | 163 output tok/sec median | Not listed | Jul 16, 2026 |
| #77 | MiMo V2.5 mimo-v2.5 Open weights | Xiaomi | Open weights | 1433#78 1428-1437 CI 40,993 votes | 1429#42 1422-1436 CI 8,628 votes | 1240#38 1233-1247 CI 19,007 votes | Not listed | Not listed | $0.175 blended / 1M $0.140 in / $0.280 out | 2.49s time to first token Artificial Analysis | 60 output tok/sec median | Not listed | Jul 16, 2026 |
| #78 | Kimi K2.5 Instant kimi-k2.5-instant Open weights | Moonshot AI | Open weights | 1432#79 1425-1438 CI 8,178 votes | 1408#43 1397-1418 CI 3,611 votes | 1238#41 1227-1249 CI 3,861 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #79 | Gemini 3.1 Flash Lite Preview gemini-3.1-flash-lite-preview | Proprietary | 1432#80 1428-1435 CI 60,833 votes | 1253#84 1246-1260 CI 13,607 votes | 1235#42 1228-1241 CI 26,240 votes | Not listed | Not listed | $0.563 blended / 1M $0.250 in / $1.50 out | 5.61s time to first token Artificial Analysis | 300 output tok/sec median | Not listed | Jul 16, 2026 | |
| #80 | Grok 4.1 Fast Reasoning grok-4-1-fast-reasoning Reasoning | xAI | Proprietary | 1431#81 1428-1434 CI 56,757 votes | 1234#89 1225-1244 CI 6,905 votes | 1196#64 1189-1204 CI 12,594 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #81 | O3 2025 04 16 o3-2025-04-16 | OpenAI | Proprietary | 1431#82 1427-1435 CI 59,691 votes | Not listed | 1216#52 1210-1223 CI 46,156 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #82 | MiMo V2 Omni mimo-v2-omni | Xiaomi | Proprietary | 1430#83 1424-1436 CI 19,494 votes | Not listed | 1218#50 1210-1226 CI 10,185 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #83 | Kimi K2 Thinking Turbo kimi-k2-thinking-turbo ReasoningOpen weights | Moonshot AI | Open weights | 1430#84 1427-1433 CI 61,960 votes | 1330#75 1323-1336 CI 15,358 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #84 | Mistral Medium 3.5 mistral-medium-3.5 Open weights | Mistral | Open weights | 1427#85 1421-1434 CI 11,017 votes | 1267#82 1252-1281 CI 2,168 votes | 1199#63 1189-1209 CI 5,180 votes | Not listed | Not listed | $3.00 blended / 1M $1.50 in / $7.50 out | 0.93s time to first token Artificial Analysis | 120 output tok/sec median | Not listed | Jul 16, 2026 |
| #85 | Amazon Nova Experimental Chat 26 02 10 amazon-nova-experimental-chat-26-02-10 | Amazon | Proprietary | 1427#86 1417-1437 CI 3,420 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #86 | GPT-5 Chat gpt-5-chat | OpenAI | Proprietary | 1427#87 1422-1431 CI 31,532 votes | Not listed | 1225#47 1218-1232 CI 40,242 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #87 | GLM 4.6 glm-4.6 Open weights | Z.ai | Open weights | 1425#88 1421-1429 CI 35,619 votes | 1355#68 1347-1364 CI 8,346 votes | Not listed | Not listed | Not listed | $0.981 blended / 1M $0.575 in / $2.20 out | 1.01s time to first token Artificial Analysis | 58 output tok/sec median | 55.4%#32 bash-only mini 1.17.1 | Jul 16, 2026 |
| #88 | DeepSeek V3.2 deepseek-v3.2 Open weights | DeepSeek | Open weights | 1425#89 1422-1429 CI 47,218 votes | 1332#73 1325-1339 CI 10,496 votes | Not listed | Not listed | Not listed | $0.315 blended / 1M $0.280 in / $0.420 out | Not listed | Not listed | 70%#15 bash-only mini 2.0.0 | Jul 16, 2026 |
| #89 | DeepSeek V3.2 Exp Thinking deepseek-v3.2-exp-thinking ReasoningOpen weights | DeepSeek | Open weights | 1425#90 1418-1431 CI 9,066 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #90 | Claude Opus 4 20250514 Thinking 16K claude-opus-4-20250514-thinking-16k Reasoning | Anthropic | Proprietary | 1424#91 1420-1429 CI 36,854 votes | Not listed | 1206#58 1190-1222 CI 1,306 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #91 | Qwen3 Max 2025 09 23 qwen3-max-2025-09-23 | Alibaba | Proprietary | 1424#92 1418-1431 CI 9,145 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #92 | Nvidia Nemotron 3 Ultra 550b A55B Nvfp4 nvidia-nemotron-3-ultra-550b-a55b-nvfp4 Open weights | Nvidia | Open weights | 1424#93 1417-1431 CI 9,885 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #93 | Qwen3 235b A22B Instruct 2507 qwen3-235b-a22b-instruct-2507 Open weights | Alibaba | Open weights | 1423#94 1421-1426 CI 97,112 votes | Not listed | Not listed | Not listed | Not listed | $2.63 blended / 1M $0.700 in / $8.40 out | 1.14s time to first token Artificial Analysis | 69 output tok/sec median | Not listed | Jul 16, 2026 |
| #94 | DeepSeek V3.2 Thinking deepseek-v3.2-thinking ReasoningOpen weights | DeepSeek | Open weights | 1423#95 1419-1427 CI 41,028 votes | 1368#61 1360-1376 CI 7,921 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #95 | DeepSeek V3.2 Exp deepseek-v3.2-exp Open weights | DeepSeek | Open weights | 1423#96 1416-1429 CI 11,911 votes | 1288#80 1277-1298 CI 4,870 votes | Not listed | Not listed | Not listed | $0.315 blended / 1M $0.280 in / $0.420 out | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #96 | DeepSeek R1 0528 deepseek-r1-0528 Open weights | DeepSeek | Open weights | 1422#97 1416-1428 CI 18,450 votes | Not listed | Not listed | Not listed | Not listed | $2.06 blended / 1M $1.35 in / $4.20 out | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #97 | Grok 4 Fast Chat grok-4-fast-chat | xAI | Proprietary | 1421#98 1413-1428 CI 6,807 votes | Not listed | Not listed | Not listed | Not listed | $0.275 blended / 1M $0.200 in / $0.500 out | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #98 | ERNIE 5.0 Preview 1022 ernie-5.0-preview-1022 | Baidu | Proprietary | 1419#99 1410-1427 CI 4,702 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #99 | Kimi K2 0905 Preview kimi-k2-0905-preview Open weights | Moonshot AI | Open weights | 1418#100 1412-1425 CI 11,770 votes | Not listed | Not listed | Not listed | Not listed | $1.08 blended / 1M $0.600 in / $2.50 out | 1.02s time to first token Artificial Analysis | 36 output tok/sec median | Not listed | Jul 16, 2026 |
| #100 | Api GPT 4o Search api-gpt-4o-search | OpenAI | Proprietary | Not listed | Not listed | Not listed | 1081#31 1069-1092 CI 3,437 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #101 | Claude 3.5 Haiku 20241022 claude-3-5-haiku-20241022 | Anthropic | Proprietary | Not listed | Not listed | 1127#97 1111-1143 CI 1,415 votes | Not listed | Not listed | $1.60 blended / 1M $0.800 in / $4.00 out | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #102 | Claude 3.5 Sonnet 20240620 claude-3-5-sonnet-20240620 | Anthropic | Proprietary | Not listed | Not listed | 1145#91 1135-1155 CI 21,624 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #103 | Claude 3.5 Sonnet 20241022 claude-3-5-sonnet-20241022 | Anthropic | Proprietary | Not listed | Not listed | 1160#80 1152-1168 CI 10,392 votes | Not listed | Not listed | $6.00 blended / 1M $3.00 in / $15.00 out | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #104 | Claude 3.7 Sonnet 20250219 claude-3-7-sonnet-20250219 | Anthropic | Proprietary | Not listed | Not listed | 1175#75 1166-1184 CI 4,545 votes | Not listed | Not listed | $6.00 blended / 1M $3.00 in / $15.00 out | Not listed | Not listed | 52.8%#36 bash-only mini 0.0.0 | Jul 12, 2026 |
| #105 | Claude 3.7 Sonnet 20250219 Thinking 32K claude-3-7-sonnet-20250219-thinking-32k Reasoning | Anthropic | Proprietary | Not listed | Not listed | 1195#65 1180-1211 CI 1,457 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #106 | Claude Haiku 4.5 20251001 claude-haiku-4-5-20251001 | Anthropic | Proprietary | Not listed | 1327#76 1322-1332 CI 25,958 votes | Not listed | Not listed | 1420#30 1413-1426 CI 30,187 votes | $2.00 blended / 1M $1.00 in / $5.00 out | 0.70s time to first token Artificial Analysis | 95 output tok/sec median | 66.6%#19 bash-only mini 2.0.0 | Jul 16, 2026 |
| #107 | Claude Opus 4 20250514 claude-opus-4-20250514 | Anthropic | Proprietary | Not listed | Not listed | 1188#69 1175-1201 CI 2,205 votes | Not listed | Not listed | $30.00 blended / 1M $15.00 in / $75.00 out | Not listed | Not listed | 67.6%#18 bash-only mini 1.0.0 | Jul 12, 2026 |
| #108 | Claude Opus 4 Search claude-opus-4-search | Anthropic | Proprietary | Not listed | Not listed | Not listed | 1151#25 1146-1157 CI 31,206 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #109 | Claude Opus 4.1 Search claude-opus-4-1-search | Anthropic | Proprietary | Not listed | Not listed | Not listed | 1167#22 1162-1172 CI 77,227 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #110 | Claude Opus 4.5 Search claude-opus-4-5-search | Anthropic | Proprietary | Not listed | Not listed | Not listed | 1187#18 1181-1193 CI 61,617 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #111 | Claude Opus 4.6 Search claude-opus-4-6-search | Anthropic | Proprietary | Not listed | Not listed | Not listed | 1224#2 1219-1230 CI 105,728 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #112 | Claude Sonnet 4 20250514 claude-sonnet-4-20250514 | Anthropic | Proprietary | Not listed | Not listed | 1188#68 1174-1202 CI 1,833 votes | Not listed | Not listed | $6.00 blended / 1M $3.00 in / $15.00 out | Not listed | Not listed | 64.9%#23 bash-only mini 1.0.0 | Jul 12, 2026 |
| #113 | Claude Sonnet 4 20250514 Thinking 32K claude-sonnet-4-20250514-thinking-32k Reasoning | Anthropic | Proprietary | Not listed | Not listed | 1207#57 1190-1224 CI 1,163 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #114 | Claude Sonnet 4.5 Search claude-sonnet-4-5-search | Anthropic | Proprietary | Not listed | Not listed | Not listed | 1177#21 1172-1182 CI 99,412 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #115 | Claude Sonnet 4.6 Search claude-sonnet-4-6-search | Anthropic | Proprietary | Not listed | Not listed | Not listed | 1200#8 1195-1206 CI 105,370 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #116 | Claude Sonnet 5 Search claude-sonnet-5-search | Anthropic | Proprietary | Not listed | Not listed | Not listed | 1196#11 1189-1203 CI 11,399 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #117 | Devstral 2 devstral-2 Open weights | Mistral | Open weights | Not listed | 1200#93 1184-1217 CI 1,587 votes | Not listed | Not listed | Not listed | Not listed | 0.67s time to first token Artificial Analysis | 79 output tok/sec median | Not listed | Jul 16, 2026 |
| #118 | Devstral Medium 2507 devstral-medium-2507 | Mistral | Proprietary | Not listed | 1092#98 1069-1115 CI 992 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #119 | Diffbot Small Xl diffbot-small-xl Open weights | Diffbot | Open weights | Not listed | Not listed | Not listed | 1062#32 1053-1070 CI 6,432 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #120 | ERNIE 5.0 Preview 1220 ernie-5.0-preview-1220 | Baidu | Proprietary | Not listed | Not listed | 1218#51 1206-1229 CI 3,162 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #121 | Gemini 1.5 Flash 002 gemini-1.5-flash-002 | Proprietary | Not listed | Not listed | 1141#92 1131-1150 CI 7,241 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 | |
| #122 | Gemini 1.5 Pro 002 gemini-1.5-pro-002 | Proprietary | Not listed | Not listed | 1179#74 1170-1188 CI 8,902 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 | |
| #123 | Gemini 2.0 Flash 001 gemini-2.0-flash-001 | Proprietary | Not listed | Not listed | 1172#77 1164-1179 CI 10,174 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 | |
| #124 | Gemini 2.0 Flash Lite Preview 02 05 gemini-2.0-flash-lite-preview-02-05 | Proprietary | Not listed | Not listed | 1136#94 1125-1146 CI 3,991 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 | |
| #125 | Gemini 2.5 Flash gemini-2.5-flash | Proprietary | Not listed | Not listed | 1214#54 1209-1219 CI 59,358 votes | Not listed | Not listed | Not listed | Not listed | Not listed | 28.7%#41 bash-only mini 1.0.0 | Jul 12, 2026 | |
| #126 | Gemini 2.5 Flash Lite Preview 06 17 Thinking gemini-2.5-flash-lite-preview-06-17-thinking Reasoning | Proprietary | Not listed | Not listed | 1188#70 1180-1195 CI 36,364 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 | |
| #127 | Gemini 2.5 Flash Lite Preview 09 2025 No Thinking gemini-2.5-flash-lite-preview-09-2025-no-thinking Reasoning | Proprietary | Not listed | Not listed | 1174#76 1165-1184 CI 4,738 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 | |
| #128 | Gemini 2.5 Flash Preview 09 2025 gemini-2.5-flash-preview-09-2025 | Proprietary | Not listed | Not listed | 1225#48 1215-1235 CI 4,694 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 | |
| #129 | Gemini 2.5 Pro Grounding gemini-2.5-pro-grounding | Proprietary | Not listed | Not listed | Not listed | 1142#27 1138-1147 CI 83,624 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 | |
| #130 | Gemini 3 Flash Grounding gemini-3-flash-grounding | Proprietary | Not listed | Not listed | Not listed | 1190#17 1185-1195 CI 119,383 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 | |
| #131 | Gemini 3 Pro Grounding gemini-3-pro-grounding | Proprietary | Not listed | Not listed | Not listed | 1201#7 1195-1207 CI 37,277 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 | |
| #132 | Gemini 3.1 Pro Grounding gemini-3.1-pro-grounding | Proprietary | Not listed | Not listed | Not listed | 1208#5 1202-1213 CI 83,445 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 | |
| #133 | Gemma 3 27b It gemma-3-27b-it | Proprietary | Not listed | Not listed | 1159#82 1151-1167 CI 17,199 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 | |
| #134 | GLM 4.5v glm-4.5v Open weights | Z.ai | Open weights | Not listed | Not listed | 1156#85 1144-1168 CI 3,285 votes | Not listed | Not listed | $0.900 blended / 1M $0.600 in / $1.80 out | 1.07s time to first token Artificial Analysis | 43 output tok/sec median | Not listed | Jul 12, 2026 |
| #135 | GLM 4.6v glm-4.6v Open weights | Z.ai | Open weights | Not listed | Not listed | 1164#78 1150-1178 CI 2,315 votes | Not listed | Not listed | $0.450 blended / 1M $0.300 in / $0.900 out | 1.00s time to first token Artificial Analysis | 60 output tok/sec median | Not listed | Jul 12, 2026 |
| #136 | GPT 4o 2024 05 13 gpt-4o-2024-05-13 | OpenAI | Proprietary | Not listed | Not listed | 1162#79 1153-1170 CI 23,273 votes | Not listed | Not listed | $7.50 blended / 1M $5.00 in / $15.00 out | 0.57s time to first token Artificial Analysis | 103 output tok/sec median | Not listed | Jul 12, 2026 |
| #137 | GPT-4.1 2025 04 14 gpt-4.1-2025-04-14 | OpenAI | Proprietary | Not listed | Not listed | 1214#55 1207-1220 CI 41,605 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #138 | GPT-4.1 Mini 2025 04 14 gpt-4.1-mini-2025-04-14 | OpenAI | Proprietary | Not listed | Not listed | 1202#61 1195-1210 CI 40,885 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #139 | GPT-5 Medium gpt-5-medium | OpenAI | Proprietary | Not listed | 1395#50 1382-1407 CI 3,753 votes | Not listed | Not listed | Not listed | $3.44 blended / 1M $1.25 in / $10.00 out | 35.7s time to first token Artificial Analysis | 85 output tok/sec median | Not listed | Jul 16, 2026 |
| #140 | GPT-5 Mini High gpt-5-mini-high Reasoning | OpenAI | Proprietary | Not listed | Not listed | 1181#73 1173-1189 CI 29,253 votes | Not listed | Not listed | $0.688 blended / 1M $0.250 in / $2.00 out | 14.7s time to first token Artificial Analysis | 101 output tok/sec median | Not listed | Jul 12, 2026 |
| #141 | GPT-5 Nano High gpt-5-nano-high Reasoning | OpenAI | Proprietary | Not listed | Not listed | 1146#89 1135-1158 CI 3,981 votes | Not listed | Not listed | $0.138 blended / 1M $0.050 in / $0.400 out | 92.6s time to first token Artificial Analysis | 165 output tok/sec median | Not listed | Jul 12, 2026 |
| #142 | GPT-5 Search gpt-5-search | OpenAI | Proprietary | Not listed | Not listed | Not listed | 1183#20 1175-1190 CI 20,914 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #143 | GPT-5.1 Codex gpt-5.1-codex | OpenAI | Proprietary | Not listed | 1330#74 1320-1339 CI 6,213 votes | Not listed | Not listed | Not listed | $3.44 blended / 1M $1.25 in / $10.00 out | 5.56s time to first token Artificial Analysis | 186 output tok/sec median | 66%#20 bash-only mini 1.16.0 | Jul 16, 2026 |
| #144 | GPT-5.1 Codex Mini gpt-5.1-codex-mini | OpenAI | Proprietary | Not listed | 1240#87 1223-1258 CI 1,445 votes | Not listed | Not listed | Not listed | $0.688 blended / 1M $0.250 in / $2.00 out | 3.37s time to first token Artificial Analysis | 214 output tok/sec median | Not listed | Jul 16, 2026 |
| #145 | GPT-5.1 Medium gpt-5.1-medium | OpenAI | Proprietary | Not listed | 1391#52 1381-1401 CI 6,117 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #146 | GPT-5.1 Search gpt-5.1-search | OpenAI | Proprietary | Not listed | Not listed | Not listed | 1184#19 1178-1189 CI 60,017 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #147 | GPT-5.2 Codex gpt-5.2-codex | OpenAI | Proprietary | Not listed | 1334#72 1326-1342 CI 7,772 votes | Not listed | Not listed | Not listed | $4.81 blended / 1M $1.75 in / $14.00 out | 1.13s time to first token Artificial Analysis | 147 output tok/sec median | 72.8%#7 bash-only mini 2.0.0 | Jul 16, 2026 |
| #148 | GPT-5.2 Search gpt-5.2-search | OpenAI | Proprietary | Not listed | Not listed | Not listed | 1160#23 1155-1166 CI 52,708 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #149 | GPT-5.2 Search Non Reasoning gpt-5.2-search-non-reasoning Reasoning | OpenAI | Proprietary | Not listed | Not listed | Not listed | 1138#28 1132-1143 CI 75,754 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #150 | GPT-5.3 Codex gpt-5.3-codex (codex-harness) | OpenAI | Proprietary | Not listed | 1371#60 1360-1382 CI 3,579 votes | Not listed | Not listed | Not listed | $4.81 blended / 1M $1.75 in / $14.00 out | 61.7s time to first token Artificial Analysis | 115 output tok/sec median | Not listed | Jul 16, 2026 |
| #151 | GPT-5.4 Medium gpt-5.4-medium (codex-harness) | OpenAI | Proprietary | Not listed | 1437#36 1421-1454 CI 1,449 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #152 | GPT-5.4 Nano High gpt-5.4-nano-high Reasoning | OpenAI | Proprietary | Not listed | Not listed | 1205#59 1198-1212 CI 21,392 votes | Not listed | Not listed | $0.463 blended / 1M $0.200 in / $1.25 out | 0.48s time to first token Artificial Analysis | 169 output tok/sec median | Not listed | Jul 12, 2026 |
| #153 | GPT-5.4 Search gpt-5.4-search | OpenAI | Proprietary | Not listed | Not listed | Not listed | 1193#14 1187-1199 CI 80,894 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #154 | GPT-5.5 Search gpt-5.5-search | OpenAI | Proprietary | Not listed | Not listed | Not listed | 1222#3 1217-1228 CI 61,253 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #155 | GPT-5.5 xHigh gpt-5.5-xhigh (codex-harness) ReasoningCoding | OpenAI | Proprietary | Not listed | 1504#19 1497-1511 CI 9,169 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #156 | Granite 4.1 8b granite-4.1-8b Open weights | IBM | Open weights | Not listed | 1199#94 1182-1217 CI 1,773 votes | Not listed | Not listed | Not listed | $0.063 blended / 1M $0.050 in / $0.100 out | 0.43s time to first token Artificial Analysis | 130 output tok/sec median | Not listed | Jul 16, 2026 |
| #157 | Grok 4 0709 grok-4-0709 | xAI | Proprietary | Not listed | Not listed | 1182#72 1174-1189 CI 32,324 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #158 | Grok 4 Fast Reasoning grok-4-fast-reasoning Reasoning | xAI | Proprietary | Not listed | 1150#96 1127-1174 CI 934 votes | Not listed | Not listed | Not listed | $0.275 blended / 1M $0.200 in / $0.500 out | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #159 | Grok 4 Fast Search grok-4-fast-search | xAI | Proprietary | Not listed | Not listed | Not listed | 1160#24 1155-1164 CI 43,004 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #160 | Grok 4 Search grok-4-search | xAI | Proprietary | Not listed | Not listed | Not listed | 1121#30 1115-1127 CI 19,379 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #161 | Grok 4.1 Fast Search grok-4-1-fast-search | xAI | Proprietary | Not listed | Not listed | Not listed | 1194#12 1189-1199 CI 81,877 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #162 | Grok Code Fast 1 grok-code-fast-1 | xAI | Proprietary | Not listed | 1140#97 1118-1162 CI 982 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #163 | Hunyuan Hy3 Preview hunyuan-hy3-preview | Tencent | Proprietary | Not listed | 1361#64 1344-1378 CI 1,384 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #164 | Hunyuan Large Vision hunyuan-large-vision | Tencent | Proprietary | Not listed | Not listed | 1149#87 1133-1166 CI 1,293 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #165 | Hunyuan Vision 1.5 Thinking hunyuan-vision-1.5-thinking Reasoning | Tencent | Proprietary | Not listed | Not listed | 1159#81 1147-1172 CI 2,396 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #166 | KAT Coder Pro V1 KAT-Coder-Pro-V1 | Unknown | Proprietary | Not listed | 1259#83 1243-1275 CI 1,879 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #167 | Kimi K2.7 Code kimi-k2.7-code Open weights | Moonshot AI | Open weights | Not listed | 1470#26 1461-1479 CI 4,578 votes | Not listed | Not listed | Not listed | $1.71 blended / 1M $0.950 in / $4.00 out | 1.16s time to first token Artificial Analysis | 46 output tok/sec median | Not listed | Jul 16, 2026 |
| #168 | Laguna M.1 laguna-m.1 Open weights | Poolside | Open weights | Not listed | 1355#69 1345-1365 CI 3,942 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #169 | Laguna Xs.2 laguna-xs.2 Open weights | Poolside | Open weights | Not listed | 1303#78 1292-1314 CI 3,882 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #170 | Llama 4 Maverick 17b 128e Instruct llama-4-maverick-17b-128e-instruct | Meta | Proprietary | Not listed | Not listed | 1146#88 1137-1155 CI 7,003 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #171 | Llama 4 Scout 17b 16e Instruct llama-4-scout-17b-16e-instruct | Meta | Proprietary | Not listed | Not listed | 1128#95 1118-1137 CI 6,498 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #172 | Mercury 2 mercury-2 | Inception AI | Proprietary | Not listed | 1164#95 1141-1187 CI 947 votes | Not listed | Not listed | Not listed | $0.375 blended / 1M $0.250 in / $0.750 out | 3.41s time to first token Artificial Analysis | 1185 output tok/sec median | Not listed | Jul 16, 2026 |
| #173 | MiMo V2 Flash mimo-v2-flash (non-thinking) ReasoningOpen weights | Xiaomi | Open weights | Not listed | 1300#79 1287-1314 CI 2,097 votes | Not listed | Not listed | Not listed | $0.150 blended / 1M $0.100 in / $0.300 out | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #174 | Minimax M2 minimax-m2 Open weights | MiniMax | Open weights | Not listed | 1305#77 1296-1314 CI 8,393 votes | Not listed | Not listed | Not listed | $0.525 blended / 1M $0.300 in / $1.20 out | 1.08s time to first token Artificial Analysis | 77 output tok/sec median | 61%#25 bash-only mini 1.17.0 | Jul 16, 2026 |
| #175 | Minimax M2.1 Preview minimax-m2.1-preview Open weights | MiniMax | Open weights | Not listed | 1392#51 1383-1400 CI 9,270 votes | Not listed | Not listed | Not listed | $0.525 blended / 1M $0.300 in / $1.20 out | 1.14s time to first token Artificial Analysis | 74 output tok/sec median | Not listed | Jul 16, 2026 |
| #176 | Minimax M2.5 minimax-m2.5 Open weights | MiniMax | Open weights | Not listed | 1382#58 1374-1389 CI 7,864 votes | Not listed | Not listed | Not listed | $0.525 blended / 1M $0.300 in / $1.20 out | 1.03s time to first token Artificial Analysis | 76 output tok/sec median | 75.8%#3 bash-only mini 2.0.0 | Jul 16, 2026 |
| #177 | Minimax M2.7 minimax-m2.7 Open weights | MiniMax | Open weights | Not listed | 1395#48 1389-1402 CI 10,629 votes | Not listed | Not listed | Not listed | $0.525 blended / 1M $0.300 in / $1.20 out | 1.16s time to first token Artificial Analysis | 55 output tok/sec median | Not listed | Jul 16, 2026 |
| #178 | Mistral Large 3 mistral-large-3 Open weights | Mistral | Open weights | Not listed | 1224#90 1204-1244 CI 1,034 votes | 1203#60 1184-1222 CI 1,117 votes | Not listed | Not listed | $0.750 blended / 1M $0.500 in / $1.50 out | 0.60s time to first token Artificial Analysis | 62 output tok/sec median | Not listed | Jul 16, 2026 |
| #179 | Mistral Medium 2505 mistral-medium-2505 | Mistral | Proprietary | Not listed | Not listed | 1156#86 1147-1164 CI 10,912 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #180 | Mistral Medium 2508 mistral-medium-2508 | Mistral | Proprietary | Not listed | Not listed | 1158#83 1152-1165 CI 41,683 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #181 | Mistral Small 2506 mistral-small-2506 Open weights | Mistral | Open weights | Not listed | Not listed | 1140#93 1131-1149 CI 11,014 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #182 | Mistral Small 3.1 24b Instruct 2503 mistral-small-3.1-24b-instruct-2503 Open weights | Mistral | Open weights | Not listed | Not listed | 1127#96 1119-1136 CI 28,920 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #183 | O1 2024 12 17 o1-2024-12-17 | OpenAI | Proprietary | Not listed | Not listed | 1193#66 1182-1204 CI 3,694 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #184 | O3 Search o3-search | OpenAI | Proprietary | Not listed | Not listed | Not listed | 1191#15 1184-1198 CI 20,782 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #185 | O4 Mini 2025 04 16 o4-mini-2025-04-16 | OpenAI | Proprietary | Not listed | Not listed | 1201#62 1194-1208 CI 41,875 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #186 | Ppl Sonar Pro High ppl-sonar-pro-high Reasoning | Perplexity | Proprietary | Not listed | Not listed | Not listed | 1143#26 1137-1148 CI 28,703 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #187 | Ppl Sonar Reasoning Pro High ppl-sonar-reasoning-pro-high Reasoning | Perplexity | Proprietary | Not listed | Not listed | Not listed | 1137#29 1131-1143 CI 29,188 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 14, 2026 |
| #188 | Qwen VL Max 2025 08 13 qwen-vl-max-2025-08-13 | Alibaba | Proprietary | Not listed | Not listed | 1186#71 1174-1199 CI 3,205 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #189 | Qwen2.5 VL 32b Instruct qwen2.5-vl-32b-instruct Open weights | Alibaba | Open weights | Not listed | Not listed | 1120#100 1104-1135 CI 1,490 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #190 | Qwen2.5 VL 72b Instruct qwen2.5-vl-72b-instruct | Alibaba | Proprietary | Not listed | Not listed | 1121#99 1111-1132 CI 3,768 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #191 | Qwen3 Coder 480b A35B Instruct qwen3-coder-480b-a35b-instruct Open weights | Alibaba | Open weights | Not listed | 1281#81 1275-1288 CI 15,213 votes | Not listed | Not listed | Not listed | $3.00 blended / 1M $1.50 in / $7.50 out | 1.60s time to first token Artificial Analysis | 57 output tok/sec median | 55.4%#31 bash-only mini 1.0.0 | Jul 16, 2026 |
| #192 | Qwen3 VL 235b A22B Instruct qwen3-vl-235b-a22b-instruct Open weights | Alibaba | Open weights | Not listed | Not listed | 1215#53 1207-1222 CI 12,125 votes | Not listed | Not listed | $1.23 blended / 1M $0.700 in / $2.80 out | 1.12s time to first token Artificial Analysis | 51 output tok/sec median | Not listed | Jul 12, 2026 |
| #193 | Qwen3 VL 235b A22B Thinking qwen3-vl-235b-a22b-thinking ReasoningOpen weights | Alibaba | Open weights | Not listed | Not listed | 1189#67 1177-1202 CI 2,347 votes | Not listed | Not listed | $2.63 blended / 1M $0.700 in / $8.40 out | 1.07s time to first token Artificial Analysis | 60 output tok/sec median | Not listed | Jul 12, 2026 |
| #194 | Qwen3.5 122b A10B qwen3.5-122b-a10b Open weights | Alibaba | Open weights | Not listed | 1364#63 1356-1371 CI 8,240 votes | 1228#45 1220-1235 CI 12,519 votes | Not listed | Not listed | $1.10 blended / 1M $0.400 in / $3.20 out | 1.08s time to first token Artificial Analysis | 149 output tok/sec median | Not listed | Jul 16, 2026 |
| #195 | Qwen3.5 27b qwen3.5-27b Open weights | Alibaba | Open weights | Not listed | 1356#67 1349-1364 CI 7,739 votes | 1220#49 1213-1227 CI 19,741 votes | Not listed | Not listed | $0.825 blended / 1M $0.300 in / $2.40 out | 1.35s time to first token Artificial Analysis | 86 output tok/sec median | Not listed | Jul 16, 2026 |
| #196 | Qwen3.5 35b A3B qwen3.5-35b-a3b Open weights | Alibaba | Open weights | Not listed | 1250#85 1234-1265 CI 1,815 votes | Not listed | Not listed | Not listed | $0.688 blended / 1M $0.250 in / $2.00 out | 1.19s time to first token Artificial Analysis | 148 output tok/sec median | Not listed | Jul 16, 2026 |
| #197 | Qwen3.5 Flash qwen3.5-flash | Alibaba | Proprietary | Not listed | 1237#88 1220-1254 CI 1,561 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #198 | Qwen3.7 Max 20260517 qwen3.7-max-20260517 Coding | Alibaba | Proprietary | Not listed | 1516#17 1508-1525 CI 6,455 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #199 | Seed 2.1 Pro Preview seed-2.1-pro-preview Coding | ByteDance | Proprietary | Not listed | 1534#14 1523-1544 CI 3,909 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 16, 2026 |
| #200 | Step 1o Turbo 202506 step-1o-turbo-202506 | Stepfun | Proprietary | Not listed | Not listed | 1157#84 1143-1172 CI 1,920 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #201 | Step 1o Vision 32K Highres step-1o-vision-32k-highres Reasoning | Stepfun | Proprietary | Not listed | Not listed | 1125#98 1112-1137 CI 2,833 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #202 | Step 3 step-3 Open weights | Stepfun | Open weights | Not listed | Not listed | 1145#90 1133-1157 CI 3,269 votes | Not listed | Not listed | Not listed | Not listed | Not listed | Not listed | Jul 12, 2026 |
| #203 | Trinity Large Thinking trinity-large-thinking ReasoningOpen weights | Unknown | Open weights | Not listed | 1243#86 1224-1262 CI 1,321 votes | Not listed | Not listed | Not listed | $0.395 blended / 1M $0.235 in / $0.875 out | 0.58s time to first token Artificial Analysis | 207 output tok/sec median | Not listed | Jul 16, 2026 |
Benchmark guide
What the scores mean.
A quick reading key for comparing models without over-interpreting small differences or missing source data.
What do the Arena columns measure?
Text, Code, Vision, Search, and Docs are separate public Arena views. They compare models in head-to-head preference evaluations for the specific task type, so scores should be read within each column rather than as one universal intelligence number.
How should I read score, rank, CI, and votes?
The main score is the leaderboard rating and the rank is that model's position in the same Arena view. CI is the confidence interval around the score, and votes show the amount of comparison data behind it. When confidence intervals overlap, small rank gaps deserve extra caution.
What does SWE-bench mean?
SWE-bench tracks how often a model solves real software-engineering issues from GitHub repositories. The table uses matched benchmark rows for model-level comparison, with higher percentages indicating more verified tasks solved.
What do price, latency, and speed mean?
Price is the estimated blended cost per one million tokens. Latency is time to first token, so lower is better. Speed is output throughput after generation begins, so higher is better.
Why are some benchmark cells empty?
An empty cell usually means the model is not listed in that source, the benchmark has not published a comparable score, or the public model name could not be matched confidently. It should not be treated as a zero score.
