Gemini 3.1 Pro Preview vs Gemini 3.0 Pro (Preview 11-2025)：评测、价格与参数对比

Gemini 3.1 Pro Preview vs Gemini 3.0 Pro (Preview 11-2025)：评测、价格与参数对比 | DataLearnerAI

评测分数

按能力类目分组，每组内按分差大小排列；共 12 项。

Gemini 3.1 Pro Preview 领先 3/3

评测项	Gemini 3.1 Pro Preview	Gemini 3.0 Pro (Preview 11-2025)	分差
ARC-AGI-2	77.107 / 58Thinking High (No Tools)	45.1022 / 58parallel_thinking	+32
HLE	51.4012 / 149Thinking High (With Tools)	45.8026 / 149high + 使用工具	+5.60
GPQA Diamond	94.303 / 175Thinking High (No Tools)	93.805 / 175parallel_thinking	+0.50

Gemini 3.1 Pro Preview 领先 2/2

评测项	Gemini 3.1 Pro Preview	Gemini 3.0 Pro (Preview 11-2025)	分差
τ²-Bench	90.802 / 40Thinking High (With Tools)	85.408 / 40thinking + 使用工具	+5.40
τ²-Bench - Telecom	99.301 / 35Thinking High (With Tools)	985 / 35high + 使用工具	+1.30

Gemini 3.0 Pro (Preview 11-2025) 领先 2/2

评测项	Gemini 3.1 Pro Preview	Gemini 3.0 Pro (Preview 11-2025)	分差
FrontierMath - Tier 4	16.7020 / 80Normal (No Tools)	18.8016 / 80Normal (No Tools)	-2.10
FrontierMath	36.9011 / 60Thinking High (No Tools)	3810 / 60thinking	-1.10

胶着 2/2

评测项	Gemini 3.1 Pro Preview	Gemini 3.0 Pro (Preview 11-2025)	分差
SWE-bench Verified	80.607 / 103Thinking High (With Tools)	76.2027 / 103thinking	+4.40
LiveCodeBench	91.703 / 118Thinking High (With Tools)	922 / 118thinking	-0.30

Gemini 3.1 Pro Preview 领先 1/1

评测项	Gemini 3.1 Pro Preview	Gemini 3.0 Pro (Preview 11-2025)	分差
BrowseComp	85.903 / 43Thinking High (With Tools + Internet)	59.2029 / 43high + 使用工具	+26.70

Gemini 3.1 Pro Preview 领先 1/1

评测项	Gemini 3.1 Pro Preview	Gemini 3.0 Pro (Preview 11-2025)	分差
Terminal Bench 2.0	68.506 / 43Thinking High (With Tools)	56.9022 / 43high + 使用工具	+11.60

Gemini 3.1 Pro Preview 领先 1/1

评测项	Gemini 3.1 Pro Preview	Gemini 3.0 Pro (Preview 11-2025)	分差
Pinch Bench	86.7010 / 37Thinking (With Tools)	70.7031 / 37Thinking (With Tools)	+16

价格优先使用 DataLearner 配置的 API 记录；缺失项不做推测。

价格项	Gemini 3.1 Pro Preview	Gemini 3.0 Pro (Preview 11-2025)
文本输入	$2 / 1M tokens	2 美元/100万 tokens
文本输出	$12 / 1M tokens	12 美元/100万 tokens