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Gemini 3.1 Pro Preview

GoogleGeminiProprietary

描述

Gemini 3.1 Pro is the latest model in the Gemini 3 series. It excels at complex tasks requiring broad world knowledge and advanced reasoning across modalities. Gemini 3.1 Pro uses dynamic thinking by default to reason through prompts, and features a 1 million-token input context window with 64k output tokens.

发布日期
2026-02-19
参数规模
上下文长度
1.0M
支持模态
audio, image, pdf, text, video

能力雷达图

46
general
67
coding
94
reasoning
72
science估算
80
agents
80
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
智能体能力模型榜72
53.0
LS
代码能力榜8
91.0
AA
通用能力榜10
85.0
AA
推理能力38
77.0
LS
科学能力2
94.0
AA

基准测试分数 (LLM Stats)

Agents

GDPval-AA976.00 / 3000自报
t2-bench99.3%自报
BrowseComp85.9%自报
MCP Atlas69.2%自报
Terminal-Bench 2.068.5%自报
SWE-Bench Pro54.2%自报
Finance Agent v243.0%自报
FrontierSWE40.0%自报
APEX-Agents33.5%自报
Legal Agent Benchmark0.0%自报

Biology

GPQA94.3%自报
SciCode59.0%自报

Code

LiveCodeBench Pro2887.00 / 3000自报
SWE-Bench Verified80.6%自报

General

MMMLU92.6%自报
MMMU-Pro80.5%自报
LiveBench79.9%自报
MRCR v2 (8-needle)26.3%自报

Math

Humanity's Last Exam51.4%自报

Reasoning

ARC-AGI v277.1%自报

AA 评测指数

Coding Index
68.8
Intelligence Index
46.5
Tau2
1.0
Gpqa
0.9
Ifbench
0.8
Terminalbench V2 1
0.7
Lcr
0.7
Scicode
0.6
Terminalbench Hard
0.5
Hle
0.4
Tau Banking
0.2

LLM Stats 分类评分

General
100
Finance
100
Legal
100
Code
100
Reasoning
100
Agents
98
Language
90
Search
90
Multimodal
80
Physics
80
Spatial Reasoning
80
Frontend Development
80
Biology
80
Chemistry
80
Tool Calling
80
Math
70
Vision
70
Long Context
30
Healthcare
20

定价

输入价格$2 / 1M tokens
输出价格$12 / 1M tokens
混合价格(3:1)$4.5 / 1M tokens
缓存读取价格$0.2 / 1M tokens

速度

Tokens/秒149.6
首Token延迟37.51s
首回答延迟37.51s

供应商价格排行

供应商价格排行

23 个供应商

最便宜: Google最贵: OrcaRouter
供应商输入输出
1Google最便宜
$0
$0.00002
2NanoGPT
$2
$12
3Abacus
$2
$12
4Perplexity Agent
$2
$12
5OpenRouter
$2
$12
6ZenMux
$2
$12
7Vivgrid
$2
$12
8Kilo Gateway
$2
$12
9GitHub Copilot
$2
$12
10OpenCode Zen
$2
$12
11Poe
$2
$12
12FrogBot
$2
$12
13AIHubMix
$2
$12
14Vercel AI Gateway
$2
$12
15LLM Gateway
$2
$12
16Vertex
$2
$12
17FastRouter
$2
$12
18Databricks
$2
$12
19Auriko
$2
$12
20Merge Gateway
$2
$12
21Neon
$2
$12
22Venice AI
$2.5
$15
23OrcaRouter
$4
$18

比较该模型在不同 API 供应商之间的定价。

外部链接