Follow Discord
Sweep 22 Oct 2026 · 21:04Z Build v2.1.309 528 read Stable v2.1.308 Latest v2.1.309 Next v2.1.309 Feeds RSS JSON llms.txt llms-full.txt Unofficial
One change · claude-docs

Claude Science changedclaude-science/overview

Nearest release: v2.1.301, published 3 hours before upstream edited the page. Shown because the two are within 24 hours of each other. Nothing here says the release caused the edit.

Upstream edited this page at 15 Oct 2026 18:05 UTC, give or take a minute or two: the time comes from Anthropic’s own sitemap rather than from a commit. This site recorded the change at 22 Oct 2026 18:07 UTC.

Upstream edited
Recorded here
Lines+9added
Lines−9removed
From line 2 where the diff opens
First seen 14 Aug 2026 this site's first read of the page
Recorded edits10to this page, all time

The whole hunk

from line 2, old and new numbered
/
lines
from line 2
22 
33> Anthropic's AI workbench for rigorous science.
44 
5Claude Science is a desktop application that pairs Claude with an analysis environment on your computer. Available in beta on macOS, Windows, and Linux. You install it separately from the Claude desktop app; see [Get started](/docs/claude-science/get-started#install) for the installers.
5Claude Science is a desktop application that pairs Claude with an analysis environment on your computer. Available in beta on macOS, Windows, and Linux. You install it separately from the Claude desktop app; see [Get started](/docs/claude-science/get-started.md#install) for the installers.
66 
77You describe a research task or analysis in plain language; Claude writes and runs Python, R, or shell code in a sandbox, reads the folders you grant it, pulls data from scientific databases through connectors, and saves results as versioned artifacts with a full provenance record. A background reviewer can check Claude's claims against the work that was actually run.
88 
from line 14
1414 
1515## Use Claude Science outside the life sciences
1616 
17Claude Science isn't limited to the life sciences. Besides biology, chemistry, and clinical and medical research, it supports computer science and machine learning, engineering, materials science, mathematics, physics, the social sciences, and other fields. Claude Science is for anyone who works through the loop of scientific discovery: generating hypotheses, reviewing literature, designing experiments, running long and complex data analyses, and turning the results into reproducible figures and findings. Claude writes and runs code and [installs the packages](/docs/claude-science/tools-and-environments#installing-packages) an analysis needs.
17Claude Science isn't limited to the life sciences. Besides biology, chemistry, and clinical and medical research, it supports computer science and machine learning, engineering, materials science, mathematics, physics, the social sciences, and other fields. Claude Science is for anyone who works through the loop of scientific discovery: generating hypotheses, reviewing literature, designing experiments, running long and complex data analyses, and turning the results into reproducible figures and findings. Claude writes and runs code and [installs the packages](/docs/claude-science/tools-and-environments.md#installing-packages) an analysis needs.
1818 
1919In any field, Claude Science also gives you these tools:
2020 
21* **Remote compute.** For long-running or heavy analyses, Claude can run jobs on [a workstation or Slurm cluster you reach over SSH](/docs/claude-science/remote-compute-clusters), or on cloud GPUs through [your own Modal account](/docs/claude-science/compute-providers). On Team and Enterprise plans, your organization's admin decides whether you can use SSH hosts and Modal.
22* **Credentials.** Store credentials for [licensed literature](/docs/claude-science/literature-access), [cloud storage](/docs/claude-science/cloud-storage), and other APIs in **Settings > Credentials**, where they're encrypted on your computer.
23* **Review.** [The reviewer](/docs/claude-science/the-reviewer) can check Claude's claims against the work that actually ran, and you can add review criteria for your own field in **Settings > Specialists > Reviewer**.
21* **Remote compute.** For long-running or heavy analyses, Claude can run jobs on [a workstation or Slurm cluster you reach over SSH](/docs/claude-science/remote-compute-clusters.md), or on cloud GPUs through [your own Modal account](/docs/claude-science/compute-providers.md). On Team and Enterprise plans, your organization's admin decides whether you can use SSH hosts and Modal.
22* **Credentials.** Store credentials for [licensed literature](/docs/claude-science/literature-access.md), [cloud storage](/docs/claude-science/cloud-storage.md), and other APIs in **Settings > Credentials**, where they're encrypted on your computer.
23* **Review.** [The reviewer](/docs/claude-science/the-reviewer.md) can check Claude's claims against the work that actually ran, and you can add review criteria for your own field in **Settings > Specialists > Reviewer**.
2424 
25Researchers in the life sciences also get specialized [Featured connectors](/docs/claude-science/connectors-and-skills#featured-connectors) to databases in their fields, and skills for specific models, such as AlphaFold2 for protein structure. Other Featured connectors and skills work in any field: for example, the Literature Graph and Research Resources connectors search scholarly literature and funding opportunities, and the literature review skill helps Claude find, verify, and synthesize papers. To give Claude a data source or method from your own field, see [When the connector you need isn't listed](/docs/claude-science/connectors-and-skills#when-the-connector-you-need-isn%E2%80%99t-listed) and [Skills](/docs/claude-science/connectors-and-skills#skills).
25Researchers in the life sciences also get specialized [Featured connectors](/docs/claude-science/connectors-and-skills.md#featured-connectors) to databases in their fields, and skills for specific models, such as AlphaFold2 for protein structure. Other Featured connectors and skills work in any field: for example, the Literature Graph and Research Resources connectors search scholarly literature and funding opportunities, and the literature review skill helps Claude find, verify, and synthesize papers. To give Claude a data source or method from your own field, see [When the connector you need isn't listed](/docs/claude-science/connectors-and-skills.md#when-the-connector-you-need-isn%E2%80%99t-listed) and [Skills](/docs/claude-science/connectors-and-skills.md#skills).
2626 
2727## Requirements
2828 
29* A Claude account on a Pro, Max, Team, or Enterprise plan. The [Claude Team plan for scientists](https://claude.com/programs/team-plan-for-scientists) has Claude Science on by default. On other Team and Enterprise plans, an Owner must [enable Claude Science for the organization](/docs/claude-science/enable-claude-science) first.
29* A Claude account on a Pro, Max, Team, or Enterprise plan. The [Claude Team plan for scientists](https://claude.com/programs/team-plan-for-scientists) has Claude Science on by default. On other Team and Enterprise plans, an Owner must [enable Claude Science for the organization](/docs/claude-science/enable-claude-science.md) first.
3030* A country or region where Anthropic offers claude.ai. See [Supported countries and regions](https://www.anthropic.com/supported-countries).
3131* macOS 13 or later (Apple silicon or Intel), Windows 11 (x64), or Linux x64 on a glibc-based distribution.
3232* About 5 GB of free disk space for the runtime and starter environments.
from line 34
3434 
3535## Plans and usage
3636 
37Claude Science is included in Pro, Max, Team, and Enterprise plans, with nothing separate to buy. Team and Enterprise Owners control whether Claude Science is available to their members through [an admin setting](/docs/claude-science/enable-claude-science). Claude Science isn't available on the Free plan. Scientists at academic and nonprofit research institutions can also get it through the discounted [Claude Team plan for scientists](https://claude.com/programs/team-plan-for-scientists).
37Claude Science is included in Pro, Max, Team, and Enterprise plans, with nothing separate to buy. Team and Enterprise Owners control whether Claude Science is available to their members through [an admin setting](/docs/claude-science/enable-claude-science.md). Claude Science isn't available on the Free plan. Scientists at academic and nonprofit research institutions can also get it through the discounted [Claude Team plan for scientists](https://claude.com/programs/team-plan-for-scientists).
3838 
3939Your Claude Science usage counts toward the same usage limits as the rest of your Claude plan, including Claude Code and Cowork. In Claude Science, **Settings > Usage** shows how much you've used and when each limit resets.
4040 
from line 42
4242 
4343* **Usage credits and extra usage.** On Pro and Max plans, you can turn on usage credits under **Settings > Usage** in Claude Science to keep working past your limits, and set a monthly spend limit there. Team plans call the same option extra usage, and your admin turns it on. In Claude Science it appears as **Usage credits**, but only Pro and Max plans can change it there. On Team and Enterprise plans, your admin sets spend limits. Some models need usage credits on some plans, and [Claude pricing](https://claude.com/pricing) lists which models each plan includes.
4444* **Usage-based Enterprise plans.** Instead of fixed usage limits, your organization pays for usage on top of the seat price, within the spend limits your admin sets.
45* **Services you connect with your own account.** Services such as [Modal](/docs/claude-science/compute-providers) bill you directly. Anthropic doesn't bill for them.
45* **Services you connect with your own account.** Services such as [Modal](/docs/claude-science/compute-providers.md) bill you directly. Anthropic doesn't bill for them.
4646 
4747### When you reach a usage limit
4848 
Feedback