DataLearner 标志

Gemini 3.0 FlashvsHaiku 4.5

在 12 个共同 benchmark 中,Gemini 3.0 Flash 整体领先:Gemini 3.0 Flash 领先 11 项,Haiku 4.5 领先 1 项,持平 0 项,平均分差 +12.88。

Google Deep Mind
Gemini 3.0 Flash

Google Deep Mind · 2025-12-17 · 聊天大模型

Anthropic
Haiku 4.5

Anthropic · 2025-10-15 · 多模态大模型

Gemini 3.0 Flash11 (92%)(8%)1 Haiku 4.5

评测分数

按能力类目分组,每组内按分差大小排列;共 12 项。

Claw-style Agent Evaluation

Gemini 3.0 Flash 领先 2/3
评测项Gemini 3.0 FlashHaiku 4.5分差
PinchBench v272.0624 / 45Reported best (effort unspecified)67.7028 / 45Reported best (effort unspecified)+4.36
Claw Bench85.7015 / 29Thinking (With Tools)89.4011 / 29Thinking (With Tools)-3.70
Pinch Bench85.2017 / 38Thinking (With Tools)8222 / 38Thinking (With Tools)+3.20

Agent Level Benchmark

Gemini 3.0 Flash 领先 2/2
评测项Gemini 3.0 FlashHaiku 4.5分差
τ²-Bench - Telecom43.30186 / 264Normal (With Tools)32.50204 / 264Normal (With Tools)+10.80
Terminal Bench Hard31.80100 / 244Normal (With Tools)27.30120 / 244Normal (With Tools)+4.50

AI Agent - Tool Usage

Gemini 3.0 Flash 领先 1/1
评测项Gemini 3.0 FlashHaiku 4.5分差
MCP-Atlas6235 / 43Normal (With Tools)40.2043 / 43Normal (With Tools)+21.80

Coding and Software Engineer

Gemini 3.0 Flash 领先 1/1
评测项Gemini 3.0 FlashHaiku 4.5分差
LiveCodeBench79.7055 / 250Normal (No Tools)51.10165 / 250Normal (No Tools)+28.60

General Knowledge

Gemini 3.0 Flash 领先 1/1
评测项Gemini 3.0 FlashHaiku 4.5分差
LiveBench56.3581 / 117Normal (No Tools)45.33105 / 117Normal (No Tools)+11.02

Instruction Following

Gemini 3.0 Flash 领先 1/1
评测项Gemini 3.0 FlashHaiku 4.5分差
IF Bench55.10133 / 282Normal (No Tools)42202 / 282Normal (No Tools)+13.10

Math and Reasoning

Gemini 3.0 Flash 领先 1/1
评测项Gemini 3.0 FlashHaiku 4.5分差
AIME202555.70146 / 215Normal (No Tools)39168 / 215Normal (No Tools)+16.70

Multimodal Understanding

Gemini 3.0 Flash 领先 1/1
评测项Gemini 3.0 FlashHaiku 4.5分差
MMMU-Pro78.6055 / 227Normal (No Tools)55.10188 / 227Normal (No Tools)+23.50

科学与综合推理

Gemini 3.0 Flash 领先 1/1
评测项Gemini 3.0 FlashHaiku 4.5分差
GPQA Diamond81.20215 / 462Normal (No Tools)60.50375 / 462Normal (No Tools)+20.70

规格对比

字段Gemini 3.0 FlashHaiku 4.5
发布机构Google Deep MindAnthropic
发布时间2025-12-172025-10-15
模型类型聊天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2000K200K
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 3.0 FlashHaiku 4.5
文本输入$0.5 / 1M tokens$1 / 1M tokens
文本输出$3 / 1M tokens$5 / 1M tokens
缓存读取暂无公开价格$0.1 / 1M tokens
缓存写入暂无公开价格$1.25 / 1M tokens

小结

  • Gemini 3.0 Flash在以下类目领先:Claw-style Agent Evaluation (2/3)、Agent Level Benchmark (2/2)、AI Agent - Tool Usage (1/1)、Coding and Software Engineer (1/1)、General Knowledge (1/1)、Instruction Following (1/1)、Math and Reasoning (1/1)、Multimodal Understanding (1/1)、科学与综合推理 (1/1)

12 个共同 benchmark 上,Gemini 3.0 Flash 平均高出 12.88 分。

单项差距最大的 benchmark:LiveCodeBench — Gemini 3.0 Flash 79.70,Haiku 4.5 51.10(分差 +28.60)。

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。