Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...
text+image+file+audio+video->text| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Google AI Studio | google-ai-studio | 1M | $2.00 | $12.00 | 99.31% | - | - | - |
| Google AI Studio | google-ai-studio/flex | 1M | $1.00 | $6.00 | 99.31% | - | - | - |
| Google AI Studio | google-ai-studio/priority | 1M | $3.60 | $21.60 | 99.31% | - | - | - |
google-vertex/global | 1M | $2.00 | $12.00 | 93.71% | - | - | - | |
google-vertex/global/flex | 1M | $1.00 | $6.00 | 93.71% | - | - | - | |
google-vertex/global/priority | 1M | $3.60 | $21.60 | 93.71% | - | - | - |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| ★ #3 | Japanese | - | 1501 | 806 | |
| ★ #5 | German | - | 1495 | 1,365 | |
| ★ #5 | Korean | - | 1462 | 1,406 | |
| #7 | Industry Life And Physical And Social Science | - | 1508 | 13,305 | |
| #7 | Non English | - | 1480 | 43,269 | |
| #7 | Russian | - | 1501 | 8,593 | |
| #8 | Instruction Following | - | 1481 | 26,608 | |
| #8 | Spanish | - | 1484 | 2,633 | |
| #9 | Chinese | - | 1528 | 4,293 | |
| #9 | Creative Writing | - | 1478 | 13,642 | |
| #9 | Hard Prompts | - | 1506 | 52,096 | |
| #9 | Industry Entertainment And Sports And Media | - | 1463 | 17,337 | |
| #9 | Industry Legal And Government | - | 1497 | 6,486 | |
| #9 | Industry Writing And Literature And Language | - | 1478 | 19,642 | |
| #9 | Polish | - | 1496 | 1,733 | |
| #10 | Exclude Ties | - | 1499 | 61,369 | |
| #10 | French | - | 1503 | 2,738 | |
| #10 | Longer Query | - | 1497 | 33,534 | |
| #11 | Industry Medicine And Healthcare | - | 1501 | 6,068 | |
| #11 | Multi Turn | - | 1493 | 14,165 | |
| #11 | Overall | - | 1485 | 81,473 | |
| #12 | English | - | 1487 | 38,199 | |
| #12 | Expert | - | 1511 | 7,502 | |
| #12 | Math | - | 1491 | 4,387 | |
| #14 | Industry Software And It Services | - | 1512 | 31,931 | |
| #15 | Hard Prompts English | - | 1505 | 25,548 | |
| #18 | Coding | - | 1521 | 22,312 | |
| #18 | Industry Business And Management And Financial Operations | - | 1476 | 16,083 | |
| #20 | Industry Mathematical | - | 1486 | 4,281 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| ★ #2 | Captioning | - | 1274 | 114 | |
| ★ #3 | Entity Recognition | - | 1286 | 308 | |
| ★ #3 | Humor | - | 1311 | 1,315 | |
| #8 | Chinese | - | 1344 | 2,005 | |
| #8 | Creative Writing | - | 1296 | 1,999 | |
| #8 | Creative Writing Vision | - | 1319 | 1,999 | |
| #12 | Ocr | - | 1296 | 24,577 | |
| #13 | Diagram | - | 1310 | 9,294 | |
| #13 | Homework | - | 1312 | 4,975 | |
| #15 | Overall | - | 1278 | 34,899 | |
| #18 | English | - | 1274 | 14,783 |
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #15 | Image To Webdev | - | 1482 | 5,891 | |
| #25 | Webdev-html | - | 1484 | 1,917 | |
| #33 | Webdev | - | 1444 | 17,410 | |
| #34 | Overall | - | 1444 | 17,410 | |
| #35 | Webdev-react | - | 1434 | 13,603 |