Google: Gemini 3.1 Pro Preview
Released Feb 19, 2026Try it on:
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...
Best overall rank
#6
Across all subsets · overall
Total arena votes
349,412
Across 43 (subset, category) entries
Providers on OR
2
Google AI Studio + others
First seen
2026-05-08
26 days tracked
Trend
Pricing
Per token
- Input (per 1M)
- $2.00
- Output (per 1M)
- $12.00
- Reasoning (per 1M)
- $12.00
- Cache Read (per 1M)
- $0.200
- Cache Write (per 1M)
- $0.375
Per unit
- Image input
- $0.0000/img
- Audio input
- $0.0000/sec
- Web search
- $0.014/call
Capabilities
Modality
text+image+file+audio+video->textContext
1M tokens
Tokenizer
Gemini
Max output
66K tokens
Moderation
Unmoderated
Supported parameters
include_reasoning
max_tokens
reasoning
response_format
seed
stop
structured_outputs
temperature
tool_choice
tools
top_p
Providers
| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Google AI Studio | google-ai-studio | 1M | $2.00 | $12.00 | 96.02% | - | - | - |
google-vertex/global | 1M | $2.00 | $12.00 | 95.64% | - | - | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| ★ #1 | Japanese | - | 1511 | 351 | |
| ★ #1 | Korean | - | 1474 | 795 | |
| ★ #3 | Spanish | - | 1488 | 1,463 | |
| ★ #5 | Creative Writing | - | 1483 | 7,005 | |
| ★ #5 | German | - | 1500 | 765 | |
| ★ #5 | Hard Prompts | - | 1509 | 26,732 | |
| ★ #5 | Hard Prompts English | - | 1508 | 13,169 | |
| ★ #5 | Industry Entertainment And Sports And Media | - | 1469 | 8,536 | |
| ★ #5 | Industry Life And Physical And Social Science | - | 1509 | 7,077 | |
| ★ #5 | Instruction Following | - | 1484 | 13,488 | |
| ★ #5 | Longer Query | - | 1499 | 15,876 | |
| ★ #5 | Math | - | 1500 | 2,601 | |
| #6 | English | - | 1490 | 20,506 | |
| #6 | Exclude Ties | - | 1503 | 32,069 | |
| #6 | Industry Legal And Government | - | 1499 | 3,326 | |
| #6 | Industry Software And It Services | - | 1514 | 16,588 | |
| #6 | Industry Writing And Literature And Language | - | 1479 | 10,210 | |
| #6 | Overall | - | 1487 | 43,742 | |
| #6 | Russian | - | 1498 | 4,710 | |
| #7 | Chinese | - | 1534 | 2,265 | |
| #7 | Multi Turn | - | 1496 | 7,482 | |
| #8 | Expert | - | 1518 | 3,755 | |
| #9 | Coding | - | 1525 | 11,296 | |
| #9 | Industry Medicine And Healthcare | - | 1503 | 3,186 | |
| #11 | Industry Mathematical | - | 1495 | 2,280 | |
| #12 | Industry Business And Management And Financial Operations | - | 1476 | 8,389 | |
| #13 | French | - | 1505 | 1,319 |
Vision
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| ★ #3 | Captioning | - | 1263 | 86 | |
| ★ #3 | Chinese | - | 1353 | 1,017 | |
| ★ #3 | Entity Recognition | - | 1299 | 171 | |
| ★ #4 | Humor | - | 1314 | 637 | |
| #6 | Creative Writing | - | 1293 | 1,070 | |
| #6 | Creative Writing Vision | - | 1315 | 1,070 | |
| #7 | Ocr | - | 1297 | 11,404 | |
| #8 | Homework | - | 1314 | 2,646 | |
| #10 | Diagram | - | 1305 | 4,240 | |
| #10 | Overall | - | 1277 | 16,807 | |
| #12 | English | - | 1272 | 6,848 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #9 | Image To Webdev | - | 1490 | 3,597 | |
| #13 | Webdev-html | - | 1494 | 1,271 | |
| #20 | Overall | - | 1448 | 10,289 | |
| #20 | Webdev | - | 1448 | 10,289 | |
| #22 | Webdev-react | - | 1435 | 8,989 |