DataLearner 标志

Gemini 3.6 FlashvsGemini 3.5 Flash

在 30 个同模式 benchmark 中,Gemini 3.6 Flash 整体领先:Gemini 3.6 Flash 领先 16 项,Gemini 3.5 Flash 领先 14 项,持平 0 项,平均分差 +2.82。另有 2 项测试模式不同,仅供参考。

Google DeepMind
Gemini 3.6 Flash

Google DeepMind · 2026-07-21 · 多模态大模型

Google DeepMind
Gemini 3.5 Flash

Google DeepMind · 2026-05-19 · 多模态大模型

Gemini 3.6 Flash16 项(53%)(47%)14 项Gemini 3.5 Flash

评测分数

按能力类目分组,每组内按分差大小排列;共 30 项。

客服与业务流程

Gemini 3.5 Flash 领先 3/3
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
Public Benefits Bench v1.156.5623 / 26Thinking High (With Tools)59.4720 / 26Thinking High (With Tools)-2.91
τ³-Banking29.9062 / 171Thinking High (With Tools)32.2055 / 171Thinking High (With Tools)-2.30
SAGE48.6918 / 65Thinking High (With Tools)49.8811 / 65Thinking High (With Tools)-1.19

法律

Gemini 3.6 Flash 领先 2/3
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
Legal Research Bench2538 / 47Thinking High (With Tools)30.7735 / 47Thinking High (With Tools)-5.77
Harvey Lab-AA85.1521 / 44Thinking High (With Tools)82.0828 / 44Thinking High (With Tools)+3.07
Harvey's Legal Agent Benchmark3.3333 / 51Thinking High (With Tools)2.5036 / 51Thinking High (With Tools)+0.83

临床工作与医疗决策

胶着 2/2
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
MedScribe79.6643 / 68Thinking High (With Tools)76.5751 / 68Thinking High (With Tools)+3.09
MedCode53.159 / 66Thinking High (With Tools)55.834 / 66Thinking High (With Tools)-2.68

仓库修复与多文件工程

Gemini 3.6 Flash 领先 2/2
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
DeepSWE46.6882 / 106Thinking High (With Tools)36.0694 / 106Thinking High (With Tools)+10.62
APEX-SWE39.4040 / 73Thinking High (With Tools)36.1050 / 73Thinking High (With Tools)+3.30

数学

Gemini 3.5 Flash 领先 2/2
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
FrontierMath Tier 4 v221.9547 / 71Thinking High (With Tools)26.8340 / 71Thinking High (With Tools)-4.88
FrontierMath v258.9537 / 114Thinking High (With Tools)62.8134 / 114Thinking High (With Tools)-3.86

文档与图表理解

胶着 2/2
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
CharXiv RQ89.404 / 25Thinking (With Tools)84.9011 / 25Thinking (With Tools)+4.50
GDP.pdf17.4053 / 126Thinking High (No Tools)19.8045 / 126Thinking High (No Tools)-2.40

科学知识与推理

胶着 2/2
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
CritPt10.6077 / 208Thinking High (No Tools)13.1067 / 208Thinking High (No Tools)-2.50
GPQA Diamond94.138 / 258Thinking High (No Tools)92.8020 / 258Thinking High (No Tools)+1.33

金融

胶着 2/2
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
EMB (Excel Modeling)65.4121 / 47Thinking High (With Tools)63.5524 / 47Thinking High (With Tools)+1.86
Finance Agent v256.3017 / 47Thinking High (With Tools)57.8611 / 47Thinking High (With Tools)-1.56

长文定位与检索

Gemini 3.6 Flash 领先 2/2
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
GDM-MRCR v2 (8-needle, 1M)541 / 3Thinking (No Tools)26.602 / 3Thinking (No Tools)+27.40
GDM-MRCR v2 (8-needle, 128K)91.802 / 8Thinking (No Tools)77.304 / 8Thinking (No Tools)+14.50

图像感知与视觉推理

Gemini 3.5 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
MMMU-Pro83.2018 / 233Thinking High (No Tools)84.3012 / 233Thinking High (No Tools)-1.10

多轮记忆与持续上下文

Gemini 3.6 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
Context Arena88.7817 / 126Thinking High (No Tools)77.1947 / 126Thinking High (No Tools)+11.59

抽象归纳与泛化

Gemini 3.5 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
ARC-AGI-191.1764 / 226Thinking High (With Tools)92.5053 / 226Thinking High (With Tools)-1.33

机器学习工程

Gemini 3.6 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
MLE-Bench63.901 / 3Thinking (With Tools)49.702 / 3Thinking (With Tools)+14.20

科学计算与科研编程

Gemini 3.5 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
SciCode53.4055 / 137Thinking High (No Tools)53.9052 / 137Thinking High (No Tools)-0.50

程序生成与编辑

Gemini 3.6 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
Vibe Code Bench v1.16435 / 67Thinking High (With Tools)48.6842 / 67Thinking High (With Tools)+15.32

维护、优化与工程管理

Gemini 3.6 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
Code Migration30.9333 / 49Thinking High (With Tools)26.7537 / 49Thinking High (With Tools)+4.18

自主开发与终端任务

Gemini 3.6 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
Terminal-Bench 4.07.1071 / 108Thinking High (With Tools)6.6074 / 108Thinking High (With Tools)+0.50

跨能力综合测试

Gemini 3.5 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
LiveBench73.5952 / 157Thinking High (No Tools)74.6446 / 157Thinking High (No Tools)-1.05

跨能力聚合指数

Gemini 3.6 Flash 领先 1/1
评测项Gemini 3.6 FlashGemini 3.5 Flash分差
Vals Index55.3525 / 42Thinking High (With Tools)53.0828 / 42Thinking High (With Tools)+2.27

测试模式不同的成绩

共 2 项。两款模型的公开成绩来自不同测试模式,分数不直接可比,不计入胜负和平均分差。

评测项Gemini 3.6 FlashGemini 3.5 Flash
OSWorld-Verified83Thinking (With Tools)78.40Thinking High (With Tools)
SWE-Bench Pro - Public58.70Thinking (With Tools)55.10Thinking High (With Tools)

规格对比

字段Gemini 3.6 FlashGemini 3.5 Flash
发布机构Google DeepMindGoogle DeepMind
发布时间2026-07-212026-05-19
模型类型多模态大模型多模态大模型
架构稠密模型稠密模型
参数规模暂无数据暂无数据
上下文长度1M1M
最大输出64K64K

API 调用价格

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

价格项Gemini 3.6 FlashGemini 3.5 Flash
文本输入$1.5 / 1M tokens$1.5 / 1M tokens
文本输出$7.5 / 1M tokens$9 / 1M tokens
缓存读取$0.15 / 1M tokens$0.15 / 1M tokens

小结

  • Gemini 3.6 Flash在以下类目领先:法律 (2/3)、仓库修复与多文件工程 (2/2)、长文定位与检索 (2/2)、多轮记忆与持续上下文 (1/1)、机器学习工程 (1/1)、程序生成与编辑 (1/1)、维护、优化与工程管理 (1/1)、自主开发与终端任务 (1/1)、跨能力聚合指数 (1/1)
  • Gemini 3.5 Flash在以下类目领先:客服与业务流程 (3/3)、数学 (2/2)、图像感知与视觉推理 (1/1)、抽象归纳与泛化 (1/1)、科学计算与科研编程 (1/1)、跨能力综合测试 (1/1)
  • 胶着类目:临床工作与医疗决策、文档与图表理解、科学知识与推理、金融

30 个同模式 benchmark 上,Gemini 3.6 Flash 平均高出 2.82 分。

单项差距最大的 benchmark:GDM-MRCR v2 (8-needle, 1M) — Gemini 3.6 Flash 54,Gemini 3.5 Flash 26.60(分差 +27.40)。

本页正文由结构化模型、价格与 benchmark 数据生成,不使用实时 LLM 撰写。