DeepSeek-R1-Zero (Pure RL) vs DeepSeek-V4-Pro vs DeepSeek-V4-Flash 对比评测与成本

热门对比预设:

SLOT 1DeepSeek

SLOT 2DeepSeek

SLOT 3DeepSeek

DeepSeek-R1-Zero (Pure RL) VS DeepSeek-V4-Pro VS DeepSeek-V4-Flash

🎯

🎯 智能选型决策建议 (AI Verdict)

选用 DeepSeek-R1-Zero (Pure RL) 预计每月可为团队节省约 $0.68 (成本降低 6%)

💡 方案 A：极致性价比路线

DeepSeek-R1-Zero (Pure RL)

推荐用于日常代码补全、批量脚本生成、CLI 自动化与高吞吐开发任务。

预计年省: $8.16

💡 方案 B：高精度复杂攻坚路线

DeepSeek-V4-Pro

推荐用于复杂跨文件重构、底层架构设计、疑难 Bug 排查与长上下文全局分析。

CursorBench: 65.8%

⚡ 推荐黄金组合架构 (Hybrid Routing)

在 IDE (如 Cursor/Windsurf/Antigravity) 中将日常轻量级补全路由至 DeepSeek-R1-Zero (Pure RL)，遇到复杂架构重构与长链路 Debug 时调用 DeepSeek-V4-Pro，实现极致性价比与准确率的双赢。

DeepSeekverified

DeepSeek-R1-Zero (Pure RL)

★ 成本低 17%

输入$0.55 / 1M

输出$2.19 / 1M

上下文131K

CursorBench 通过率—

DeepSeekverified

DeepSeek-V4-Pro

★ 超大上下文 1.0M

输入$0.66 / 1M

输出$1.98 / 1M

上下文1.0M

CursorBench 通过率65.8%

DeepSeekverified

DeepSeek-V4-Flash

输入$0.22 / 1M

输出$0.66 / 1M

上下文1.0M

CursorBench 通过率65.8%

💰 每月预估账单对比

根据您的月度 Token 消耗量，直观对比两款模型的使用成本差异

每月输入 Token (Prompt)10 M tokens

每月输出 Token (Completion)2 M tokens

DeepSeek-R1-Zero (Pure RL)

$9.88/ 月

(in: $0.55 + out: $2.19)

DeepSeek-V4-Pro

$10.56/ 月

(in: $0.66 + out: $1.98)

DeepSeek-V4-Flash

$3.52/ 月

(in: $0.22 + out: $0.66)

属性	DeepSeek-R1-Zero (Pure RL)DeepSeek	DeepSeek-V4-ProDeepSeek	DeepSeek-V4-FlashDeepSeek
输入	$0.55	$0.66	$0.22
输出	$2.19	$1.98	$0.66
上下文	131K	1.0M	1.0M
CursorBench Pass Rate	—	65.8%	65.8%
状态	verified	verified	verified
Tags & Capabilities	reasoning, open-source, rl-alignment, math	flagship, reasoning, coding, thinking, open-source, long-context	fast, cheap, coding, thinking, open-source, long-context
CursorBench	#—	#11	#16
LMArena Agent	#—	#11	#15
Artificial Analysis	#—	#15	#21
Aider Polyglot	#—	#—	#—