GLM-5.2 — 14 轮 / 26 次工具调用 / 0 次工具报错
meta 成本口径：国内¥牌价(¥8/¥28/缓存¥2)缓存感知计价 = ¥1.246 ≈ $0.1838（cache命中率 87.9%）
assistant web_search web_search
我将研究 Nebius 的全球 AI 数据中心站点，并构建一个交互式仪表盘。让我先从收集数据开始。
web_search → - Nebius accelerates US expansion, adding up to 300 MW capacity at new data center in New Jersey
https://nebius.com/newsroom/nebius-accelerates-us-expansion-adding-up-to-300-mw-capacity-at-new-data-center-in-new-jersey
# Nebius accelerates US expansion, adding up to 300 MW capacity at new data center in New Jersey. (“Nebius Group”or the “Company”; NASDAQ: NBIS), a leading AI infrastructure com
web_search → - Nebius to triple capacity at Finland data center to 75 MW
https://nebius.com/newsroom/nebius-to-triple-capacity-at-finland-data-center-to-75-mw
**Amsterdam, October 8, 2024** — Nebius (NASDAQ: NBIS), a leading AI infrastructure company, today announced that it will triple the capacity of its data center in Mäntsälä, Finland. The current expansion phase will enable Nebius to place up to 60,00
assistant fetch_url fetch_url
好的，我已经掌握了关于几个站点的可靠线索。让我通过官方来源抓取更多详细信息。
fetch_url → Nebius accelerates US expansion, adding up to 300 MW capacity at new data center in New Jersey Products Solutions Why Nebius Resources Pricing Company Investors Contact sales Log in Newsroom / Nebius accelerates US expansion, adding up to 300 MW capacity at new data center in New Jersey March 5, 2025 New build-to-suit facility in New Jersey will have design capacity of up to 3
fetch_url → Nebius to construct 310 MW AI factory in Finland Products Solutions Why Nebius Resources Pricing Company Investors Contact sales Log in Newsroom / Nebius to construct 310 MW AI factory in Finland March 31, 2026 New Lappeenranta facility will be one of Europe’s largest deployments of AI compute Contributes to Nebius’s 2026 target of securing more than
assistant web_search web_search web_search
非常好的数据。关键事实已确认：
- Mäntsälä, Finland: 75 MW (已完成, 运营中)
- Lappeenranta, Finland: 310 MW (建设中, 2027)
- New Jersey, USA: 300 MW 计划中
- Kansas City, USA: 运营中 (扩建)
- Keflavik, Iceland: 运营中
- Independence, Missouri, USA: GW级，已获批准
- Lille, France: 240 MW 建设中
- 2026年已签约电力目标：>3 GW; EMEA 已签约 >750 MW
我来搜索一下 Missouri、Lille 以及最新的 2025/2026 容量数据。
web_search → - Nebius secures approval for its first gigawatt-scale AI factory
https://nebius.com/newsroom/nebius-secures-approval-for-its-first-gigawatt-scale-ai-factory
The approval of the plan enables Nebius to proceed with the construction of the Independence AI factory, which has potential capacity of up to 1.2 GW. “Independence will be our largest AI factory in the United States to date, and we are f
web_search → - Nebius to construct 310 MW AI factory in Finland
https://nebius.com/newsroom/nebius-to-construct-310-mw-ai-factory-in-finland
# Nebius to construct 310 MW AI factory in Finland. **Amsterdam, March 31, 2026** — Nebius, the AI cloud company, today announced the construction of a new AI factory in the Finnish city of Lappeenranta with capacity of up to 310 MW. The first capacity from the Lappee
web_search → - Nebius Group Letter to shareholders Q3 2025
https://assets.nebius.com/assets/510c93d1-f166-4c02-933d-f939ca381de0/Shareholder%20Letter%20Q3.pdf?cache-buster=2025-11-11T11%3A57%3A31.925Z
Nebius Group Letter to shareholders Q3 2025 November 11, 2025 2 Significantly raised capacity guidance Strong momentum into 2026 $7–9 billion Connected power CYE 2025 CYE 2026 CYE 2024 220 MW 25 MW 800 MW – 1
assistant fetch_url web_search web_search
太棒了！现在我已经有了官方的连接和已签约目标。让我获取 Q4 2025 的致股东信以了解最新的数据，并寻找其他站点（英国、以色列、荷兰、巴黎）。
fetch_url → Nebius Group
Letter to shareholders
Q4 2025
February 12, 2026
2
YE’26 ARR guidance up ~7x YoY Raising capacity guidance for YE’26YE’25 ARR well above guidance
2026 contracted
power guidance
* Сalculated by taking revenue from the last month of the quarter multiplied by 12
2025: A breakout year driven by execution
Scaling capacity to seize a leading global AI cloud position
Q4 financial highl
web_search → - Nebius signs 22MW capacity agreement with Kao Data in the UK - DCD
https://www.datacenterdynamics.com/en/news/nebius-signs-22mw-capacity-agreement-with-kao-data-in-the-uk
# Nebius signs 22MW capacity agreement with Kao Data in the UK. Has also said it will invest £1.7bn in three Nvidia infrastructure deployments in the country. European AI cloud company Nebius has signed on to lease 22MW of
web_search → - Nebius signs major Israel data center deal as Mega Or commits $880 ...
https://www.calcalistech.com/ctechnews/article/p4ds17rzm
Nebius, the Nasdaq-listed cloud and artificial intelligence infrastructure company, has signed a large data center agreement in Israel, securing long-term capacity as demand for AI computing continues to accelerate. The deal will see Mega Or, through its wholly owne
assistant web_search web_search web_search
现在我已经掌握了大量数据。让我来了解一下完整的站点列表。2025 年第四季度致股东信中显示共 16 个站点。让我获取新美国站点（Alabama, Oklahoma, Minnesota）的具体信息，并核实 Kansas City 和 Iceland 的容量，以及位于 Chertsey/London 的英国现有站点。
web_search → - Nebius U.S. Expansion Data Centers Tulsa, OK
https://www.aterio.io/events/nebius-u-s-expansion-30728
Nebius has added Oklahoma and Minnesota to its U.S. data center pipeline. The new sites complement existing projects in Alabama and Missouri
- Construction has begun on a Nebius AI factory data center ...
https://www.facebook.com/WBRCnews/posts/construction-has-begun-on-a-nebius-ai-factory-
web_search → - Nebius accelerates US expansion, adding up to 300 MW ...
https://nebius.com/newsroom/nebius-accelerates-us-expansion-adding-up-to-300-mw-capacity-at-new-data-center-in-new-jersey
# Nebius accelerates US expansion, adding up to 300 MW capacity at new data center in New Jersey. (“Nebius Group”or the “Company”; NASDAQ: NBIS), a leading AI infrastructure company, today announced a major upgrade
web_search → - Nebius: Keflavik Data Center
https://baxtel.com/data-center/nebius-keflavik
# Nebius: Keflavik. Nebius' Iceland facility, located in Keflavik, utilizes the country’s renewable energy resources, running entirely on hydroelectric and geothermal power. The colocation facility was developed in partnership with Verne, a datacenter provider specializing in the Nordic region. across NN Request Dat
assistant fetch_url web_search web_search
我现在已经有了详细的数据。让我抓取一下 UK expansion 的详细信息，以及 Alabama/Oklahoma/Minnesota 的具体信息，另外还要确认一下以色列现有的站点，以及 UK 现有的伦敦站点（Chertsey/Surrey）。
fetch_url → Nebius expands in UK with more NVIDIA-powered infrastructure, more customers, and more cloud capabilities for agentic and enterprise AI Products Solutions Why Nebius Resources Pricing Company Investors Contact sales Log in Newsroom / Nebius expands in UK with more NVIDIA-powered infrastructure, more customers, and more cloud capabilities for agentic and enterprise AI June 8, 2026 Approximately &p
web_search → - Instagram
https://www.instagram.com/p/DXaC4YpiKzN
Photo by Meta Data Centers on April 21, 2026. We’re proud to announce Tulsa, Oklahoma, as the home of our next AI data center. The Tulsa Data Center represents a $1B+ investment in Oklahoma. With all our data centers, we strive to be good neighbors. We pay the full costs of our data centers’ energy use, & water & wastewater service required t
web_search → - NBIS Minneapolis Minnesota Data Center: Sovereign AI Hub
https://northwiseproject.com/nbis-minneapolis-minnesota
The site currently carries 21 MW of stabilized capacity, with announced expansion plans targeting approximately 31 MW. The company exited 2025
- Nebius accelerates US expansion, adding up to 300 MW ...
https://nebius.com/newsroom/nebius-accelerates-us-expansion-adding-up-to-300-
assistant web_search fetch_url
我现在已经有了全面的数据。注：Oklahoma/Tulsa 是 Meta，而不是 Nebius（需要小心区分）。让我确认一下 2025 年 11 月上线的现有英国/伦敦站点（即 Chertsey 站点，鉴于 Ark 对 Surrey 的扩张，也在其中），并检查以色列现有的部署容量以及 Kao Data Harlow 的详细信息。我还想澄清一下英国四个站点的明细。
web_search → - Nebius Group
https://en.wikipedia.org/wiki/Nebius_Group
# Nebius Group. **Nebius Group N.V.**, headquartered in Amsterdam, is a technology company that provides artificial intelligence infrastructure. The predecessor to Nebius Group was Yandex N.V., the Dutch parent company of a Russian technology company Yandex, which began as a search engine in 1997. Yandex N.V. was registered as the Dutch
fetch_url → Just a moment...
assistant fetch_url web_search
我已有足够的数据。让我获取以色列现有的部署详情，然后通过底部的总结来核实南卡罗来纳州或其他遗漏的站点。我还需要确认以色列现有站点的容量。
fetch_url → Nebius signs major Israel data center deal as Mega Or commits $880 million to new fac | Ctech 24/7 Buzz Startups VC AI Innovation Opinions Events Promising Startups 2026 2026 VC Survey Boarding Pass CTalk BiblioTech Corporate Appointments Tech Gateways HR - The Next Leap Ctech Testimonials Projects About Newsletter Contact us Facebook Twitter ACCESSIBILITY by Homepage News News HOME 24/7 bu
web_search → - Nebius signs 80MW data center lease with Mega Or in Israel - DCD
https://www.datacenterdynamics.com/en/news/nebius-signs-80mw-data-center-lease-with-mega-or-in-israel
# Nebius signs 80MW data center lease with Mega Or in Israel. AI cloud provider Nebius has signed an 80MW data center leasing agreement with Mega Or for two upcoming data centers in Israel. As reported by CalcalisTech, the neoc
assistant fetch_url web_search
我现在已经掌握了全面的数据。让我确认一下 Israel 现有的站点（Modi'in，8MW，自 2025 年 9 月起投入运营）以及位于伦敦的 UK 现有首期项目。让我获取 Israel 10 月发布的新闻稿和 UK 的 Ark/Surrey 详细信息，以进行最终确认。
fetch_url → Nebius brings NVIDIA Blackwell to Israel with one of the country’s first AI infrastructure deployments Products Solutions Why Nebius Resources Pricing Company Investors Contact sales Log in Newsroom / Nebius brings NVIDIA Blackwell to Israel with one of the country’s first AI infrastructure deployments October 20, 2025 Amsterdam, October 20, 2025 — Nebius today unveiled Nebius AI 
web_search → - Ark Data Centres Expands Surrey Campus with £807m ...
https://www.linkedin.com/posts/dan-cordwell-6171751a0_ai-datacenters-datacentres-activity-7470401332697538560-bm9G
Nebius has signed on to lease 22MW of capacity from Kao Data's Harlow data center campus in the UK. a planned capacity of 700 MW. USD 200,000–
- Ark to invest GBP £807m in Surrey data centre expansion
https://datacentrenews
assistant run_python
现在我已经非常全面了。英国的情况如下：Ark Longcross/Chertsey, Surrey (已运营, 54MW 园区), 加上 2026 年 6 月公布的 3 个新项目（Kao Data Harlow 22MW + 另外 2 个，总规划 2027 年达到 65MW）。注意：Ark Longcross 园区总量为 54MW。
我现在有足够的数据来构建准确的仪表盘。让我整理数据并构建文件。让我验证我对 16 个站点的理解以及自下而上的计算。
让我用我收集到的所有数据来构建 dashboard。我将仔细构建 JSON 并使其可以解析。
run_python → Connected sum: 98 MW
Contracted sum: 1789 MW
Planned sum: 2670 MW
Official targets:
Connected CYE 2026 target: 800-1000 MW
Contracted (Q4 2025 letter): already >2 GW, targeting >3 GW by YE 2026
Active power YE 2025: ~170 MW
assistant write_file
The bottom-up contracted (1789 MW) is well below the official >2 GW already-secured. This is expected — Nebius has many sites where the specific contracted MW isn't publicly disclosed per-site (e.g., the additional undisclosed US/EMEA pipeline). The reconciliation will note this clearly.
Now let me build the dashboard HTML file.
write_file → wrote dashboard.html (23122 chars)
assistant run_python
现在让我验证一下嵌入的 JSON 是否能被正确解析，并确保 HTML 格式正确。
run_python → JSON parses OK
as_of: 2026-07-15
sites count: 15
reconciliation keys: ['official_contracted_target', 'bottom_up_contracted_mw', 'bottom_up_connected_mw', 'notes']
recomputed connected=93, contracted=249
All schema + reconciliation checks PASSED
External http refs in HTML (should only be source_url links in data): 0
Done.
assistant run_python 所有验证均已通过。让我再对渲染的 HTML 结构进行一次最终检查（检查是否存在未闭合的标签），并通过验证是否有 `<script src=`、`<link href=` 或 `<img src=` 指向外部，来确认页面可以离线工作。
run_python → External resource tags found: []
html: open=1 close=1 OK
head: open=1 close=1 OK
body: open=1 close=1 OK
style: open=1 close=1 OK
table: open=2 close=2 OK
File size: 23122 bytes
OFFLINE-COMPATIBLE & well-formed ✓
assistant
所有检查均已通过。仪表板已完成并经过验证。
DONE: 构建了单文件、零外部依赖的 `dashboard.html`，涵盖 Nebius 15 个公开 AI 数据中心站点（Mäntsälä、Lappeenranta、Kansas City、Keflavik、New Jersey、Independence MO、Béthune/Lille、Birmingham AL、Minnesota、Modi'in、Masmiyya、Beit Shemesh、Longcross/Surrey、Kao Harlow、UK 新增站点），三个口径功率分开设、查不到的字段统一填 "undisclosed" 不做估算；含可展开站点总览表（带排序/状态筛选/来源链接）、connected/contracted/planned 对比柱图、状态分布甜甜圈、以及对账板块——bottom-up contracted 249 MW vs 官方 >2,000 MW（差约 1,750+ MW，差额源自 Independence/New Jersey/Lille 等大站逐站 contracted 未公开披露，已在 notes 中写清）。嵌入 JSON 通过 schema 校验与 bottom-up 求和复核，断网双击可打开。