Responses in this preview are simulated. Connect provider keys in Settings to go live.
Side-by-side
One prompt, up to four models, answers in parallel
Comparing
Prompt library
Shared across Northfield Labs · 24 prompts
Usage
Current billing period · no recorded usage
Spend this period
$0.00
No activity yet
Messages
0
No model calls yet
Saved by Auto-Route
—
Available after routed usage
Median first token
—
Available after model calls
Daily spend by provider
US dollars · stacked
Where the money went
Same data, exact figures
| Model | Provider | Messages | Tokens | Spend |
|---|
Top spenders
Seats over $20 this period
| Member | Messages | Spend | Cap |
|---|
Subscription
Manage your Swurl plan, credits, and payment details
Pro
Account readyYour actual plan and billing status appear here.
$0/mo
No Swurl subscription charges yet
This month's credits
Pooled across the workspace
Used
0 of 0 credits
Available
0
Spent this period
0
Hard cap
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Live values from the Swurl credit ledger
Payment method
Managed securely by Stripe
Swurl does not display or store your full card details.
Use the Stripe customer portal to update payment details, view invoices, or manage a paid subscription.
Invoices
| Invoice | Period | Status | Seats | Amount |
|---|
Profile & settings
Your Swurl account
Profile
Manage the name shown in your workspace. Your sign-in email is managed securely by Clerk.
Provider keys
Bring your own keys to bill providers directly, or leave blank to use Swurl credits
Appearance
Data controls
Requests route only to provider endpoints in this region.
Delete account
Permanently remove your Swurl sign-in, saved threads, prompts, and personal workspace data.
Any active Swurl subscription will be cancelled immediately. Anonymized transaction and usage totals may be retained where required for accounting, fraud prevention, and legal compliance.
Roundtable
Give the panel one request, then watch them challenge each other
4 seats
Agreement signal
Where the panel overlaps. A navigation aid, not a measure of truth.
You can pause, join or redirect at any point.
Prompt Lab
Describe the outcome; the panel pressure-tests the prompt before it runs
0 / 6000
Clarifying questions
Each specialist asks only what materially changes the prompt
Three versions
Editable, with variables in double braces
Search
Multi-model web research where every claim points back to a source
Live web retrieval, transparent synthesis and verifiable sources
Recent research
Reopen, rerun, or delete a past search
Findings
Numbered markers link to the source list
What remains uncertain
Raised by the sceptic and the fact-checker
Sources
Images
Generate images with one provider, or compare several side by side
Choose one, or several to compare side by side
AI-generated images can be inaccurate, unexpected, or unsuitable for some uses. Independently review before relying on them. Generation is charged to your Swurl credits.
Result
Recent generations
Reopen or delete a past generation
Workflows
Structured document review, every finding cited to the section it came from
Recent reviews
Reopen a past review
Drop a document, or click to choose
PDF, DOCX, MD or TXT, up to 25MB. Text is extracted in your browser — only the requested review is sent, never the original file.
Reviewer status
See which independent reviews completed and what happened to the others
Findings
Nothing enters Project Memory until you approve it
Studio
A programming team where no model approves its own work
Simulations
Fictional scenarios with structured roles and human approval every round
Any model can take any role
PreflightNo request is sent until you approve what is about to run. Every subsequent round needs approval too.
Project Memory
Context every tool can draw on — but only what you approved
Waiting for your approval
Proposed by tools. Nothing here is in use yet.
Approved context
Injected into every run on this project
Saved work
Every run you kept, across every tool
| Title | Tool | Panel | Cost | When |
|---|