Spawnlabs vs ChatGPT//
Agents that work when you don't.
ChatGPT answers when you ask. Spawn agents run in the background 24/7, encoded with how you specifically work.
QuotaUnlimited
DeviceAny
EncodesA person
01 //THE 30-SECOND VERSION04 ROWS
GPTs are role-configured — 'a helpful recruiting assistant.' Spawn agents are person-encoded — how Sarah specifically qualifies a candidate. One is a role. One is a person.
SpawnlabsChatGPT
Execution modelBackground, continuousInteractive chat + Agent mode
Monthly agent quotaUnlimited (credit pool)~40 prompts on Plus
AvailabilityAny OS, any deviceAtlas: macOS Apple Silicon only
EncodesA specific personA role (GPT)
02 //WHICH TO PICKHONEST
When ChatGPT is the right choice
- You want a conversational AI for everyday questions — research, drafting, brainstorming, one-off tasks.
- You want GPTs for light customization of a role — sharing a pre-configured assistant with your team.
- You're on macOS with Apple Silicon and want the Atlas browser experience for agentic browsing.
When Spawnlabs is the right choice
- You want background execution that doesn't stop at 40 prompts a month.
- You want memory that's exportable and portable — yours, not OpenAI-hosted.
- You want agents encoded to a specific person's way of working, not a generic role.
- You need it to run reliably across any device and any OS, not just Apple Silicon Macs.
03 //FEATURE BY FEATURE10 ROWS
SpawnlabsChatGPT
Primary userKnowledge workersBroad — consumers to enterprise
EncodesA specific personA role (GPT) or chat context
Execution modelBackground, scheduled, 24/7Interactive chat + task-scoped Agent
Monthly agent quotaUnlimited (credit pool)~40 Agent prompts on Plus; more on Pro $200
Memory across sessionsPersistent brain (MEMORY.md), exportableSaved memories + Projects, OpenAI-hosted
OwnershipExpert owns the agentGPT creator 'owns' listing, no export
PortabilityMove the agent anywhereLocked to OpenAI
PricingPer-agent / credit poolPlus $20 / Pro $200 / Business $25–30/user
Atlas/Agent platformCloud, any deviceAtlas is macOS Apple Silicon only (Apr 2026)
Best forDigitizing your abilitiesConversational AI + light automation
04 //IN PRACTICEEXAMPLE
Concrete example — a recruiter's month
A recruiter on ChatGPT Plus: ~40 Agent mode runs per month, maybe 1–2 per day on a light load. A recruiter on Spawnlabs: their agent runs every time a new application comes in, 24/7, encoded with their exact screening criteria — no quota, no caps, no Apple-Silicon-only browser.
05 //QUESTIONS04 ASKED
Things people ask before switching from ChatGPT.
07 //MOVE
Switching from ChatGPT? Start with one workflow.
Encode the process that eats the most hours. See what an agent does with it in your first call.