Gemini 3.8 FlashvsGemini 3.7 Flash
在 25 个共同 benchmark 中，Gemini 3.8 Flash 整体领先：Gemini 3.8 Flash 领先 20 项，Gemini 3.7 Flash 领先 5 项，持平 0 项，平均分差 +2.14。
Gemini 3.8 Flash
Google DeepMind · 2026-09-02 · 多模态大模型
Gemini 3.7 Flash
Google DeepMind · 2026-08-13 · 多模态大模型
Gemini 3.8 Flash20 项(80%)(20%)5 项Gemini 3.7 Flash
评测分数
按能力类目分组，每组内按分差大小排列；共 25 项。
生物与基因
Gemini 3.8 Flash 领先 3/3| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| BioMysteryBench (Human-difficult) | 56.501 / 2Thinking Medium (With Tools + Internet) | 43.502 / 2Thinking Medium (With Tools + Internet) | +13 |
| LABBench2 | 86.202 / 3Thinking Medium (With Tools + Internet) | 82.103 / 3Thinking Medium (With Tools + Internet) | +4.10 |
| BioMysteryBench (Human-solvable) | 88.801 / 2Thinking Medium (With Tools + Internet) | 87.102 / 2Thinking Medium (With Tools + Internet) | +1.70 |
临床工作与医疗决策
胶着 2/2| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| MedCode | 48.1322 / 64Thinking High (With Tools) | 53.397 / 64Thinking High (With Tools) | -5.26 |
| MedScribe | 84.5023 / 66Thinking High (With Tools) | 83.9427 / 66Thinking High (With Tools) | +0.56 |
客服与业务流程
胶着 2/2| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| SAGE | 35.0648 / 64Thinking High (With Tools) | 49.2316 / 64Thinking High (With Tools) | -14.17 |
| τ³-Banking | 45.8014 / 167Thinking Medium (With Tools) | 35.5046 / 167Thinking Medium (With Tools) | +10.30 |
法律
Gemini 3.8 Flash 领先 2/2| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| Legal Research Bench | 38.9421 / 42Thinking High (With Tools) | 34.6228 / 42Thinking High (With Tools) | +4.32 |
| Harvey's Legal Agent Benchmark | 1011 / 43Thinking High (With Tools) | 8.7513 / 43Thinking High (With Tools) | +1.25 |
跨能力聚合指数
Gemini 3.8 Flash 领先 2/2| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| Vals Index v2.1 | 54.8314 / 36Thinking High (With Tools) | 51.2723 / 36Thinking High (With Tools) | +3.56 |
| Vals Index | 62.2510 / 42Thinking High (With Tools) | 59.3116 / 42Thinking High (With Tools) | +2.94 |
金融
Gemini 3.8 Flash 领先 2/2| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| Tax Agent Bench | 66.779 / 20Thinking High (With Tools) | 57.6619 / 20Thinking High (With Tools) | +9.11 |
| EMB (Excel Modeling) | 72.206 / 42Thinking High (With Tools) | 71.339 / 42Thinking High (With Tools) | +0.87 |
写作与创意表达
Gemini 3.8 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| Creative Writing | 1,74826 / 110Normal (No Tools) | 1,72328 / 110Normal (No Tools) | +24.70 |
图像感知与视觉推理
Gemini 3.8 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| MMMU-Pro | 85.604 / 229Thinking High (No Tools) | 85.505 / 229Thinking High (No Tools) | +0.10 |
抽象归纳与泛化
Gemini 3.8 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| ARC-AGI-1 | 98.501 / 193Thinking High (No Tools) | 95.5032 / 193Thinking High (No Tools) | +3 |
数学
Gemini 3.7 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| ProofBench v1.1 (Lean 4) | 4820 / 28Thinking High (With Tools) | 5813 / 28Thinking High (With Tools) | -10 |
文档与图表理解
Gemini 3.7 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| GDP.pdf | 22.8026 / 122Thinking Medium (No Tools) | 341 / 122Thinking Medium (No Tools) | -11.20 |
科学知识与推理
Gemini 3.8 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| CritPt | 18.3045 / 204Thinking High (No Tools) | 14.3061 / 204Thinking High (No Tools) | +4 |
科学计算与科研编程
Gemini 3.8 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| Terminal-Bench-Science 0.1 | 12.4010 / 18High Thinking (With Tools) | 5.7016 / 18High Thinking (With Tools) | +6.70 |
程序生成与编辑
Gemini 3.8 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| Vibe Code Bench v1.1 | 78.6519 / 61Thinking High (With Tools) | 70.3926 / 61Thinking High (With Tools) | +8.26 |
算法与竞赛编程
Gemini 3.7 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| IOI (Vals v2) | 56.9412 / 26Thinking High (With Tools) | 67.839 / 26Thinking High (With Tools) | -10.89 |
维护、优化与工程管理
Gemini 3.8 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| Code Migration | 36.5524 / 43Thinking High (With Tools) | 34.8026 / 43Thinking High (With Tools) | +1.75 |
综合知识考试
Gemini 3.8 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| HLE-Verified | 54.901 / 6Thinking Medium (No Tools) | 53.604 / 6Thinking Medium (No Tools) | +1.30 |
自主开发与终端任务
Gemini 3.8 Flash 领先 1/1| 评测项 | Gemini 3.8 Flash | Gemini 3.7 Flash | 分差 |
|---|---|---|---|
| Terminal-Bench 2.1 | 89.404 / 57Thinking (With Tools) | 85.8017 / 57Thinking (With Tools) | +3.60 |
规格对比
| 字段 | Gemini 3.8 Flash | Gemini 3.7 Flash |
|---|---|---|
| 发布机构 | Google DeepMind | Google DeepMind |
| 发布时间 | 2026-09-02 | 2026-08-13 |
| 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 | 1M | 1M |
| 最大输出 | 64K | 64K |
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 3.8 Flash | Gemini 3.7 Flash |
|---|---|---|
| 文本输入 | $0.75 / 1M tokens | $0.75 / 1M tokens |
| 文本输出 | $3.75 / 1M tokens | $3.75 / 1M tokens |
| 缓存读取 | $0.075 / 1M tokens | $0.075 / 1M tokens |
小结
- Gemini 3.8 Flash在以下类目领先:生物与基因 (3/3)、法律 (2/2)、跨能力聚合指数 (2/2)、金融 (2/2)、写作与创意表达 (1/1)、图像感知与视觉推理 (1/1)、抽象归纳与泛化 (1/1)、科学知识与推理 (1/1)、科学计算与科研编程 (1/1)、程序生成与编辑 (1/1)、维护、优化与工程管理 (1/1)、综合知识考试 (1/1)、自主开发与终端任务 (1/1)
- Gemini 3.7 Flash在以下类目领先:数学 (1/1)、文档与图表理解 (1/1)、算法与竞赛编程 (1/1)
- 胶着类目:临床工作与医疗决策、客服与业务流程
25 个共同 benchmark 上，Gemini 3.8 Flash 平均高出 2.14 分。
单项差距最大的 benchmark：Creative Writing — Gemini 3.8 Flash 1,748，Gemini 3.7 Flash 1,723（分差 +24.70）。
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。