Let me analyze the user's query: "Kimi Agent集群价格多少，单次价格大概多少？"

This is asking about the pricing of "Kimi Agent集群" (Kimi Agent cluster). Kimi is likely a product from Moonshot AI (月之暗面), a Chinese AI company. Let me search for information about Kimi Agent pricing.

I need to be careful - "Kimi Agent集群" could refer to a cluster computing/agent service from Moonshot AI. Let me search for this.

I'll create multiple search queries from different angles to gather comprehensive information.

Great, I have a lot of search results now. Let me analyze what I've found.

The user is asking about "Kimi Agent集群价格" (Kimi Agent Cluster pricing). From the search results, I can see:

1. Kimi offers "Agent集群" (Agent Swarm) as part of its membership plans
2. There are multiple membership tiers: Free, Lento, Moderato, Allegretto
3. The pricing page at kimi.com shows that "Agent 集群可用25 次（2 个子任务并行）" is included in some plans
4. The Allegretto plan is ¥199/月

Let me now read the most relevant pages to get detailed pricing information:

1. The membership pricing page: https://www.kimi.com/zh-cn/help/membership/membership-pricing
2. The membership overview page: https://www.kimi.com/zh-cn/help/membership/membership-overview
3. The article about actual usage cost: https://post.smzdm.com/p/avg8lpzm (有点坑：Kimi Agent 的真实使用价格)
4. The K2.5 cluster pricing article: https://www.pconline.com.cn/focus/2081/20817612.html
5. The Kimi K2.6 pricing page: https://www.kimi.com/resources/kimi-k2-6-pricing

Let me read these in parallel.

Let me now analyze what I've found. There seems to be some discrepancy between the different pricing sources, which makes sense as they might be from different time periods or different versions of the plans.

Let me synthesize:

1. Kimi K2.6 Pricing page (published 2026-06-13) - This shows an English/international version:
   • Plans: Adagio (Free), Moderato ($15/mo), Allegretto ($31/mo), Allegro ($79/mo), Vivace ($159/mo)
   • Agent集群 (Agent Swarm) included in: Allegretto (50次), Allegro (120次), Vivace (240次)
   • 并发子智能体: Allegretto (4), Allegro (4), Vivace (8)
2. Kimi 会员套餐价格与权益对比 (Chinese version, kimi.com) - shows:
   • Plans: Adagio (¥0), Andante (¥49/月), Moderato (¥99/月), Allegretto (¥199/月), Allegro (¥699/月)
   • Agent集群: Moderato 可用25次（2个子任务并行）, Allegretto 可用50次（4个子任务并行）, Allegro 可用120次（4个子任务并行）
3. Kimi 会员订阅服务权益介绍 (Chinese version) - shows:
   • Similar to above but with slight differences:
   • Agent集群: Moderato 可用25次 (2个子任务), Allegretto 可用50次 (4个子任务), Allegro 可用120次 (4个子任务)
4. 太平洋科技实测文章 (2026-01-31) - mentions:
   • Agent集群为付费功能，仅对Allegretto计划开放
   • 每月起步47点的点数限额
   • 每次任务消耗3点

So there are two different pricing tracks - the international (USD) version and the Chinese (CNY) version. Let me note this.

Also, from the SMZDM article "有点坑：Kimi Agent 的真实使用价格" - the content wasn't loaded properly, but the summary mentioned "三个档位的平均单次交互成本均维持在5元左右". Let me try to search more about this.

Let me also look for more information about the specific "单次价格" (single use price) that the user is asking about.

Let me search for more specific pricing info.

Let me now read the Agent额度与计费 page and the specific article about the actual usage costs.

Also, I found a key clue: @x.com/python_xxt/status/2021834826060640430 mentions "同样一次集群调用，消耗3个额度" - this is important.

Let me also read the "AI Agent 成本失控怎么办？" article from Zhihu and the "Kimi K2.5 带来了一个蜂群时刻" article to get more details about point consumption.

Let me also read the SMZDM article about actual pricing more carefully.

And I should read the "Agent 额度与计费" page from kimi.com.

Now I have a comprehensive picture. Let me also note that there are two different pricing structures - one for Chinese users (CNY/¥) and one for international users (USD/$). Let me also check the international version of the pricing page to confirm.

Let me also look at the Kimi K2.6 pricing page (international version) more carefully and the Chinese pricing page to reconcile the differences.

Let me also check the blog post about Kimi K2.5 pricing from PCOnline which mentioned specific point consumption.

From what I've gathered:

Chinese Version (CNY):

• Moderato (¥99/月) : Agent集群可用25次，2个子任务并行
• Allegretto (¥199/月) : Agent集群可用50次，4个子任务并行
• Allegro (¥699/月) : Agent集群可用120次，4个子任务并行

• Moderato (¥99/月) : Agent集群可用25次，2个子任务
• Allegretto (¥199/月) : Agent集群可用50次，4个子任务
• Allegro (¥699/月) : Agent集群可用120次，4个子任务

International Version (USD):

• Moderato ($15/月) : Agent集群未包含（×）
• Allegretto ($31/月) : Agent集群50次使用，4个子智能体
• Allegro ($79/月) : Agent集群120次使用，4个子智能体
• Vivace ($159/月) : Agent集群240次使用，8个子智能体

Early pricing (Jan 2026, historical):

• K2.5 Agent集群仅对Allegretto计划开放
• 每月起步47点，每次任务消耗3点

Per-single-use cost analysis:

Now, let me think about the user's question: "Kimi Agent集群价格多少，单次价格大概多少？"

The user is asking about:

1. The overall price of Kimi Agent集群 (membership/plan)
2. The approximate single-use price

Based on the official pricing:

• 套餐价格 : The Agent集群功能是包含在会员套餐中的，最低从Moderato (¥99/月)开始有25次集群使用额度
• 单次价格 (按套餐折算) :
  • Moderato (¥99/月): 25次 → 约¥3.96/次
  • Allegretto (¥199/月): 50次 → 约¥3.98/次
  • Allegro (¥699/月): 120次 → 约¥5.83/次

But wait, the early info said "每次任务消耗3点" and "每月起步47点" - this was when Agent集群 only available on Allegretto. However, the current pricing page shows different numbers. Let me reconcile.

• Moderato: 25次 (¥99/月)
• Allegretto: 50次 (¥199/月)
• Allegro: 120次 (¥699/月)

In the current (2026) pricing model, the Agent集群 is priced as part of the shared quota pool - it's not a separate "point" system anymore but part of the unified token pool.

So the "单次价格" is not a fixed amount - it depends on the complexity of the task and how many sub-agents are used.

However, the user is probably looking for approximate numbers. Let me see if there's more specific info.

Let me also check if there's a per-use API pricing for Agent Swarm specifically. The API pricing page shows token-based pricing:

• kimi-k2.6: $0.95/百万输入token (缓存未命中), $4.00/百万输出token

But the Agent集群 is primarily a membership feature, not an API feature.

Let me search for more information about the per-use or per-task cost.

• Adagio: ¥0/月 - 无Agent集群
• Andante: ¥49/月 - 无Agent集群
• Moderato: ¥99/月 - Agent集群25次(2子任务并行)
• Allegretto: ¥199/月 - Agent集群50次(4子任务并行)
• Allegro: ¥699/月 - Agent集群120次(4子任务并行)

• Adagio: $0/月 - 无Agent集群
• Moderato: $15/月 - 无Agent集群
• Allegretto: $31/月 - Agent集群50次(4子智能体)
• Allegro: $79/月 - Agent集群120次(4子智能体)
• Vivace: $159/月 - Agent集群240次(8子智能体)

So the Chinese version has a different tier structure (Andante, and more granular Chinese pricing), while the international version has a different structure. The Agent集群 feature starts at different tiers.

Now for the "单次价格" question - there are several ways to look at this:

• Moderato (¥99/月): 25次 → 99/25 = ¥3.96/次
• Allegretto (¥199/月): 50次 → 199/50 = ¥3.98/次
• Allegro (¥699/月): 120次 → 699/120 = ¥5.83/次

International version:

• Allegretto ($31/月): 50次 → $0.62/次
• Allegro ($79/月): 120次 → $0.66/次
• Vivace ($159/月): 240次 → $0.66/次

• kimi-k2.6: 输入$0.95/百万tokens(缓存未命中), 输出$4.00/百万tokens

But the Agent集群 feature in the membership is not API-based - it's a product feature. The API is separate.

Wait, actually the user is asking about "Kimi Agent集群" which is the product feature (智能体集群/Agent Swarm) within the Kimi membership plans. The pricing is membership-based.

Let me also look for the "有点坑：Kimi Agent 的真实使用价格" article that the SMZDM search summarized as "三个档位的平均单次交互成本均维持在5元左右". Let me try reading it again with a different approach.

Actually, let me look at the SMZDM article URL more carefully. It might have some useful info. Let me try to read it.

Let me also check the international pricing page for the agent cluster more carefully to see if there's a "per-use" price.

Actually, I think I now have enough information to provide a comprehensive answer. Let me also search for one more thing - whether there's a "per cluster task" price outside of membership.

Let me also read the "有点坑：Kimi Agent 的真实使用价格" article from another source.

Now I have a comprehensive understanding of Kimi Agent集群 pricing. Let me compile all the findings.

Let me organize the information:

1. What is Kimi Agent集群?

Kimi Agent集群（Agent Swarm）是月之暗面（Moonshot AI）推出的多智能体协作功能，基于Kimi K2.5/K2.6模型，允许一个主Agent自动拆解复杂任务并调度多个子Agent并行执行。

2. Pricing Structure

Chinese Version (CNY) - from kimi.com/zh-cn:

• Moderato (¥99/月) : Agent集群25次（2个子任务并行）
• Allegretto (¥199/月) : Agent集群50次（4个子任务并行）
• Allegro (¥699/月) : Agent集群120次（4个子任务并行）

International Version (USD) - from kimi.com:

• Moderato ($15/月) : 无Agent集群
• Allegretto ($31/月) : Agent集群50次（4个子智能体）
• Allegro ($79/月) : Agent集群120次（4个子智能体）
• Vivace ($159/月) : Agent集群240次（8个子智能体）

Single-use (per-task) cost calculation:

Based on membership plans:

• Moderato (¥99/月) : 99/25 ≈ ¥3.96/次
• Allegretto (¥199/月) : 199/50 ≈ ¥3.98/次
• Allegro (¥699/月) : 699/120 ≈ ¥5.83/次

International:

• Allegretto ($31/月) : 31/50 ≈ $0.62/次
• Allegro ($79/月) : 79/120 ≈ $0.66/次
• Vivace ($159/月) : 159/240 ≈ $0.66/次

Historical Info (Jan 2026, early K2.5 launch):

From sina.com.cn and pconline.com.cn:

• K2.5 Agent集群仅对Allegretto计划开放
• 每月起步47点，每次任务消耗3点
• This was the early pricing when it first launched

Important Notes:

1. The Agent集群 is a membership feature - it's included in membership plans, not available as a standalone per-use API
2. The actual consumption is based on token usage within the shared quota pool, not a fixed per-use fee
3. Complex tasks consume more tokens than simple ones
4. From the official help center 165: "Agent 模式下，单次执行任务需要 5-20 分钟，Agent Swarm 可能需要更长时间"
5. From the Chinese pricing page 99: Agent集群额度是套餐内包含的，与Agent、深度研究、PPT等共享额度池

Additional API pricing for Kimi K2.6 (if using API):

• Input: $0.95/百万 tokens (缓存未命中), $0.16/百万 (缓存命中)
• Output: $4.00/百万 tokens

But the Agent集群 feature is different from the API - it's a product feature within the Kimi app.

Now I have enough information to provide a comprehensive answer. Let me prepare the report.

Actually, wait - I should also note that the current official pricing pages from kimi.com show that the Agent集群 is part of the membership plans and there doesn't seem to be a separate "per single use" price outside of membership. The "单次价格" (single-use price) can be calculated by dividing the monthly price by the number of included uses.

Let me also verify the Chinese pricing page once more to make sure I have the latest info.

• Moderato: ¥99/月 → Agent集群可用25次（2个子任务并行）
• Allegretto: ¥199/月 → Agent集群可用50次（4个子任务并行）
• Allegro: ¥699/月 → Agent集群可用120次（4个子任务并行）

• Moderato: ¥99/月 → Agent集群可用25次（2个子任务）
• Allegretto: ¥199/月 → Agent集群可用50次（4个子任务）
• Allegro: ¥699/月 → Agent集群可用120次（4个子任务）

• Allegretto: $31/月 → Agent集群50次（4个子智能体）
• Allegro: $79/月 → Agent集群120次（4个子智能体）
• Vivace: $159/月 → Agent集群240次（8个子智能体）

This is consistent. The key difference is:

1. Chinese version has an extra "Andante" tier at ¥49/月 without Agent集群
2. Chinese "Moderato" at ¥99/月 includes 25 Agent集群 uses, while international "Moderato" at $15/月 does NOT include Agent集群
3. Chinese version doesn't have "Vivace" tier
4. International version has "Vivace" at $159/月 with 240 uses

So the Chinese market pricing is actually quite different from the international pricing.

OK, I think I now have all the information needed. Let me compile the findings into a structured progress report, and since I have quite comprehensive information from multiple authoritative sources, I should assess whether I can proceed to the report stage.

Let me check my against the "禁止带病进入报告阶段" rules:

• Are there any discrepancies I haven't resolved? The pricing info from different official Kimi pages is consistent. The historical info from Jan 2026 shows a different pricing structure (point-based system), but that was superseded by the current unified quota pool system.

• I could search for user-reported actual costs, but the official pricing is clear.
• I could search for enterprise/business pricing, but the user didn't ask about that.

Actually, I think I have sufficient information. Let me proceed to the report stage.

Wait, let me also check whether the user might be referring to a different product. "Kimi Agent集群" could also refer to running Kimi models on third-party cloud platforms. But based on all search results, "Kimi Agent集群" (also called "Agent Swarm") is clearly Kimi's own multi-agent feature within the Kimi product.

Let me also verify - the user said "Kimi Agent集群价格多少，单次价格大概多少？" - they're asking:

1. How much does Kimi Agent集群 cost (overall price)?
2. What's the approximate per-use price?

These are well answered by the pricing data I've collected.

Let me now proceed to the report.