codeset vs SwarmPane

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

codeset compared with SwarmPane
Detail	codeset	SwarmPane
What it does	Learn programming by building real software with an AI tutor	Run up to 16 AI coding agents side by side, let your tests pick the winner, and undo any step
Stage	Not given	Not given
Founded	Not given	Not given
Based in	PT	Not given
Pricing model	Freemium	Freemium
Pricing	Free: 2,000 credits once, no card required. Learner: 5,000 credits/month. Scholar: 11,000 credits/month. Fellow: 38,000 credits/month. Campus: contact for pricing. One-time top-ups available. Yearly plans offer 2 months free.	Three plans: Starter $17/month or $170/year (saves $34 yearly), Pro $29/month or $290/year (saves $58 yearly), Ultra $50/month or $500/year (saves $100 yearly). First monthly Starter or Pro plan includes 5-day trial for $1 (₹99 in India). Pro includes 1,500 minutes cloud voice monthly and Video Stud
Key features	In-browser code editor and terminal for writing and running code Structured syllabuses with lessons that must be completed in order Knowledge checks after each lesson to verify understanding Final assessments taken without tutor assistance Generate custom courses for topics not in the catalog Progress is saved and can be resumed exactly where left off Credit-based usage allows flexible learning without seat-based fees Unused monthly credits roll over for up to two months	Agent Grid: up to 16 agents in real terminals side by side Undo for agents: rewind any step byte for byte Point and Fix: click a bug in the browser and say the fix Token Guardian: budgets that stop runaway agent runs Overnight Autopilot: queue work to run unattended with morning review SwarmPane Voice: dictation and voice commands on Mac and Windows Video Studio: generate launch videos from descriptions Signed approvals: nothing edits files without your approval
What makes it different	Full syllabus visible upfront before starting any lesson or course No expiring free credits: 2,000 credits to learn risk-free without providing payment info Projects run in the browser without requiring software installation Generate custom syllabuses on demand for any language or topic	Run up to 16 coding agents in parallel, each in its own copy of your project Undo any agent step exactly, byte for byte Your own tests automatically judge which agent's work is best Works with CLIs you already use: Claude Code, Codex, Cursor, Gemini and others Voice dictation to edit code hands-free
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	8 −1 (down) since last check	4 no change since last check
Trust Flow (Majestic)	5	7
Citation Flow (Majestic)	30	26
Referring domains (Majestic)	87	39

5 details filled in for both companies.

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