Comparisons

Context vs Claude and Claude Cowork

Context is where your team runs Claude alongside every other major model, with shared workflows, audit, and evals on infrastructure you choose.

Vendor sources last verified September 2026.

Skills

5 items New Skill
Brindle Capital FilterSort
  • Quarterly portfolio reviewBuild the quarterly review deck from the updates doc and the valuation bridge, flagged companies first. Restricted portfolio by Atlas Run
  • Covenant test rerunRerun every covenant test from the valuation bridge and list the tight ones. Brindle Capital covenants by Ledger Run
  • Board pack extractionPull the quarter's actuals from each company's board pack into the updates doc. Brindle Capital data room by Scout Run
  • LP letter draftDraft the quarterly LP letter from the review deck and the fund summary. Restricted investor relations by Maya Okafor Run
  • Data room sweepList every new file in the data room since the last review and who added it. Brindle Capital data room by Scout Run

Skills

5 items New Skill
Brindle Capital FilterSort
  • Quarterly portfolio reviewBuild the quarterly review deck from the updates doc and the valuation bridge, flagged companies first. Restricted portfolio by Atlas Run
  • Covenant test rerunRerun every covenant test from the valuation bridge and list the tight ones. Brindle Capital covenants by Ledger Run
  • Board pack extractionPull the quarter's actuals from each company's board pack into the updates doc. Brindle Capital data room by Scout Run
  • LP letter draftDraft the quarterly LP letter from the review deck and the fund summary. Restricted investor relations by Maya Okafor Run
  • Data room sweepList every new file in the data room since the last review and who added it. Brindle Capital data room by Scout Run

Context gives your team shared agent workflows on Claude and every other major model. Agents take identity from your IdP, every action is authorized against policy and recorded in an append-only trail, expert-authored rubrics score every run, and the platform deploys in your VPC, on-premises, or air-gapped. Claude is a first-class model inside it, alongside GPT, Gemini, and open weights.

Anthropic's plans are strong for personal work. The Team plan publishes pricing at $20 to $25 per standard seat, and every paid plan includes Cowork: Claude takes on multi-step tasks, reaches local files and the browser through the desktop app, runs scheduled tasks in the cloud, and installs plugins that bundle skills, connectors, and sub-agents. Artifacts produce real .pptx, .xlsx, and .docx files.

Keep Claude for personal chat work, and run the team's workflows on Context when they need governance, measured quality, and your own infrastructure.

Sources last verified September 2026.

Work your whole team can open

Claude runs inside Context. Around it, the work lands in shared threads, skills keep their history and every run gets a score.

q3-portfolio-reviewThursday's review: updates, bridge, deck, covenant watch7
Messages FilesDetails
Today
Maya Okafor09:02

Review is Thursday. Priya, can you get the portfolio pack started? Same structure as Q2, and Northwind and Alder go in the risk section this time.

Priya Natarajan09:04

@Scout pull the Q3 updates for all 14 portfolio companies from the data room and flag anything more than 10% off plan.

Scout09:04
Q3 portfolio updates
Done in 6 min 12 s
Wrote q3-portfolio-updates.docx, 184 KB
q3-portfolio-updates.docxworkspaces/b/q3-portfolio-reviewDoc · 184 KB

Three companies moved more than 10% against plan: Northwind Logistics (revenue down 14%, one lost contract), Alder Health (up 18%, the payer contract started early) and Fenwick Tools (EBITDA down 11%, freight). Sources are linked in the doc.

2
Marco Vitale09:12

@Ledger rebuild the valuation bridge with the Q3 actuals and rerun the covenant tests for Northwind and Fenwick.

Ledger09:13
Q3 valuation bridge
Done in 4 min 40 s
Wrote q3-valuation-bridge.xlsx, 612 KB
q3-valuation-bridge.xlsxworkspaces/b/q3-portfolio-reviewSheet · 612 KB

Northwind passes leverage at 3.9x against a 4.5x covenant. Fenwick's interest cover is 2.1x with the test at 2.0x: passing, but tight. One tab per company in the workbook.

Maya Okafor09:20

@Atlas can we have the review deck from this, flagged companies up front?

Atlas09:21
Q3 portfolio review deck
Done in 3 min 48 s
Wrote q3-portfolio-review.pptx, 4.1 MB
q3-portfolio-review.pptxworkspaces/b/q3-portfolio-reviewDeck · 4.1 MB
3
Maya Okafor09:30

@Ledger keep the covenant headroom somewhere we can all watch it

Ledger09:31
Covenant headroom applet
Done in 2 min 05 s

Published Covenant headroom to the workspace. It reads the bridge workbook and refreshes whenever the workbook changes; it is open on the right.

Send a message in #q3-portfolio-review
q3-portfolio-review7
Messages FilesDetails
Today
Maya Okafor09:02

Review is Thursday. Priya, can you get the portfolio pack started? Same structure as Q2, and Northwind and Alder go in the risk section this time.

Priya Natarajan09:04

@Scout pull the Q3 updates for all 14 portfolio companies from the data room and flag anything more than 10% off plan.

Scout09:04
Q3 portfolio updates
Done in 6 min 12 s
Wrote q3-portfolio-updates.docx, 184 KB
q3-portfolio-updates.docxworkspaces/b/q3-portfolio-reviewDoc · 184 KB

Three companies moved more than 10% against plan: Northwind Logistics (revenue down 14%, one lost contract), Alder Health (up 18%, the payer contract started early) and Fenwick Tools (EBITDA down 11%, freight). Sources are linked in the doc.

2
Marco Vitale09:12

@Ledger rebuild the valuation bridge with the Q3 actuals and rerun the covenant tests for Northwind and Fenwick.

Ledger09:13
Q3 valuation bridge
Done in 4 min 40 s
Wrote q3-valuation-bridge.xlsx, 612 KB
q3-valuation-bridge.xlsxworkspaces/b/q3-portfolio-reviewSheet · 612 KB

Northwind passes leverage at 3.9x against a 4.5x covenant. Fenwick's interest cover is 2.1x with the test at 2.0x: passing, but tight. One tab per company in the workbook.

Maya Okafor09:20

@Atlas can we have the review deck from this, flagged companies up front?

Atlas09:21
Q3 portfolio review deck
Done in 3 min 48 s
Wrote q3-portfolio-review.pptx, 4.1 MB
q3-portfolio-review.pptxworkspaces/b/q3-portfolio-reviewDeck · 4.1 MB
3
Maya Okafor09:30

@Ledger keep the covenant headroom somewhere we can all watch it

Ledger09:31
Covenant headroom applet
Done in 2 min 05 s

Published Covenant headroom to the workspace. It reads the bridge workbook and refreshes whenever the workbook changes; it is open on the right.

Send a message in #q3-portfolio-review
Compared September 2026

Deployment and control

Where the platform runs and who holds the keys

Where it runs
Data boundary
Credential handling
Trains on your data

Models and agents

What runs the work and how far it can go alone

Model choice
How agents are built
Long-running durability
Scheduled work
Editable file deliverables

Knowledge and context

How the system holds what your team knows

Team knowledge model
Learns from corrections
Knowledge permissions

Quality and audit

Whether you can prove the work is good

Built-in evals
Audit trail
Cost trajectory

Connectors, surfaces, price

Reach into your systems and what it costs

Connector coverage
Where you use it
Published pricing
Built for
Context
Quote-based by deployment
Talk to us
Managed, VPC, on-prem, air-gapped
Traces stay in your deployment
Brokered at runtime, never in prompts
No cross-customer training on traces
Claude, GPT, Gemini, open weights
Plain-English runbooks, shared
Durable, resumable runs
Scheduled runbooks (desktop preview)
Real .pptx and Word documents
.context filesystem, hybrid retrieval
Sleep-time distillation of traces
Your IdP, per-action authorization
Rubrics score every run
Append-only trail, every action
Distills into models you own
800+ permissioned connectors
Web, Slack, Teams; desktop, CLI previews
Quote-based, by deployment
Team workflows on your infrastructure
Claude
Team $20 to $25 a seat
Visit Anthropic
Anthropic cloud; Cowork local VM
Vendor cloud
Connector auth per user
Off by default
Claude models
Skills and plugins in Cowork
Cowork cloud sessions (beta)
Cowork scheduled tasks, cloud
.pptx, .xlsx, .docx artifacts
Projects; sessions not shareable
Memory and projects
Roles; SCIM on Enterprise
None built in
Audit logs, Compliance API (Ent.)
Enterprise: seat plus API usage
MCP, open-ended catalog
Web, desktop, mobile, Claude Code
Team tier published
The best Claude experience

Which one fits your team

Run Claude inside Context

Context works alongside Claude. Claude is one of the primary models teams select inside Context, with endpoints configured for your deployment architecture and provider retention settings documented during implementation.

A common pattern: keep Claude subscriptions for personal work and Claude Code for engineers, and use Context as the governed workspace where team workflows run against your systems with identity, audit, and evals attached.

Choose Context when

Your team shares the work.
Anthropic's Cowork guide says sessions cannot be shared with others. In Context, runbooks and runs are team artifacts with an owner, a review gate, and a score, and the whole team can open them.
You need the whole platform in your perimeter.
Claude's apps are Anthropic-hosted. Context deploys managed, in your VPC, on-premises, or air-gapped, with credentials brokered at runtime and traces that never leave your deployment.
You want Claude plus model choice and evals.
Run Claude where it is strongest, route other tasks to GPT, Gemini, or open weights, and let rubric scores decide. Accepted work distills toward cheaper models you own.

Choose Claude when

You want Claude, simply.
Published Team pricing, Projects, Skills, artifacts that produce real Office files, and Cowork in the same app. For individual and small-team knowledge work this is the shortest path.
Your builders live in the terminal.
Claude Code is Anthropic's own coding agent, included in paid plans, and its enterprise deployment can route through your own Bedrock or Vertex account.
You want an agent on each person's desktop.
Cowork reaches local files and the browser through the desktop app, and admins curate plugins per group with installed, available, required, and hidden states. For personal task work under central plugin control, it fits well.

Questions worth asking both vendors

Whichever way this comparison lands for your team, these are the questions that separate a good demo from a platform that holds up in production.

Is the unit of work a person or a workflow?
Chat plans optimize a person's session; agent platforms optimize a repeatable team workflow. Naming your unit of work settles most of this comparison before a demo starts.
What breaks when the assignee is an agent?
Ask both vendors how an agent proves who it is to your systems, who approved its access, and how you revoke it. Personal OAuth grants and IdP-issued agent identity age very differently.
Where does inference run, and where does the rest run?
Claude Code can route inference through your Bedrock or Vertex account; the apps stay vendor-hosted. Decide whether inference-only control is enough or the whole platform must sit in your perimeter.
How do corrections become institutional knowledge?
Ask where a correction lives, whether every future run inherits it, and who on the team benefits from it next quarter.
How will you measure quality across models?
If you ever want to route work across Claude, GPT, or open weights, you need scoring that is model-independent. Ask what plays that role in each product.
What does coexistence look like in year two?
The realistic outcome is often both: Claude for personal work and coding, a governed platform for team workflows. Ask each vendor to describe that split.

Choosing between them

Working together

See Context on your own workflows

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