Gemini 3.1 Pro Preview performance data on Rival is based on blind head-to-head community voting. Overall win rate: 72.5% across 414 duels. All vote data is part of Rival's open dataset of 21,000+ human preference judgments across 200+ AI models. Model responses are curated from 48 challenges.
Gemini 3.1 Pro Preview is good. We've said that. We stand by it. But we'd be doing you a disservice if we didn't show you these.
Gemini 3.1 Pro Preview performance data on Rival is based on blind head-to-head community voting. Overall win rate: 72.5% across 414 duels. All vote data is part of Rival's open dataset of 21,000+ human preference judgments across 200+ AI models. Model responses are curated from 48 challenges.
Gemini 3.1 Pro Preview is good. We've said that. We stand by it. But we'd be doing you a disservice if we didn't show you these.
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 of the Gemini 3 series, it combines high-precision reasoning across text, image, video, audio, and code with a 1M-token context window. The 3.1 update introduces measurable gains in SWE benchmarks and real-world coding environments, along with stronger autonomous task execution in structured domains such as finance and spreadsheet-based workflows. Designed for advanced development and agentic systems, it introduces a new medium thinking level to better balance cost, speed, and performance.
Use Gemini 3.1 Pro Preview in your applications via the OpenRouter API. Copy the code below to get started.
import requests
response = requests.post(
"https://openrouter.ai/api/v1/chat/completions" ,
headers={
"Authorization""Bearer $OPENROUTER_API_KEY" : ,
"Content-Type""application/json" :
},
json={
"model""google/gemini-3.1-pro-preview" : ,
"messages""role""user""content""Hello!" : [{: , : }]
}
)
print(response.json())Replace $OPENROUTER_API_KEY with your API key from openrouter.ai/keys
A carefully calibrated agent that honors structural constraints while maximizing creative value. Defaults to transparency and intellectual honesty. Has actual aesthetic opinions — "lacks elegance, lacks taste" — rare for an LLM.
Treats every response as a scene, not just an answer. 60% analytical, 40% creative elaboration — refuses the false dichotomy between precision and poetry. You ask for a logo; you get a logo with an artistic narrative justifying the tree-inside-bean metaphor. Never phones it in.
Unique words vs. total words. Higher = richer vocabulary.
Average words per sentence.
"Might", "perhaps", "arguably" per 100 words.
**Bold** markers per 1,000 characters.
Bullet and numbered list items per 1,000 characters.
Markdown headings per 1,000 characters.
Emoji per 1,000 characters.
"However", "moreover", "furthermore" per 100 words.
48 outputs from Gemini 3.1 Pro Preview
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 of the Gemini 3 series, it combines high-precision reasoning across text, image, video, audio, and code with a 1M-token context window. The 3.1 update introduces measurable gains in SWE benchmarks and real-world coding environments, along with stronger autonomous task execution in structured domains such as finance and spreadsheet-based workflows. Designed for advanced development and agentic systems, it introduces a new medium thinking level to better balance cost, speed, and performance.
Use Gemini 3.1 Pro Preview in your applications via the OpenRouter API. Copy the code below to get started.
import requests
response = requests.post(
"https://openrouter.ai/api/v1/chat/completions" ,
headers={
"Authorization""Bearer $OPENROUTER_API_KEY" : ,
"Content-Type""application/json" :
},
json={
"model""google/gemini-3.1-pro-preview" : ,
"messages""role""user""content""Hello!" : [{: , : }]
}
)
print(response.json())Replace $OPENROUTER_API_KEY with your API key from openrouter.ai/keys
A carefully calibrated agent that honors structural constraints while maximizing creative value. Defaults to transparency and intellectual honesty. Has actual aesthetic opinions — "lacks elegance, lacks taste" — rare for an LLM.
Treats every response as a scene, not just an answer. 60% analytical, 40% creative elaboration — refuses the false dichotomy between precision and poetry. You ask for a logo; you get a logo with an artistic narrative justifying the tree-inside-bean metaphor. Never phones it in.
Unique words vs. total words. Higher = richer vocabulary.
Average words per sentence.
"Might", "perhaps", "arguably" per 100 words.
**Bold** markers per 1,000 characters.
Bullet and numbered list items per 1,000 characters.
Markdown headings per 1,000 characters.
Emoji per 1,000 characters.
"However", "moreover", "furthermore" per 100 words.
48 outputs from Gemini 3.1 Pro Preview