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LOLM vs ChatGPT (for coding)

ChatGPT is a general assistant. LOLM is a coding/visual agent product with a jail, task state, and receipts. Use ChatGPT for ideas; use LOLM when the code must run.

Honest scope. We do not claim LOLM currently beats every frontier coding agent on every multi-hour software job or public leaderboard. We claim a different architecture: persistent task-state control, sandboxed execution, sealed receipts, multi-session resume, and pricing you can understand. Frontier agents are excellent; this page is about fit, transparency, and cost — not a fake “#1” badge.

Practical split

NeedChatGPTLOLM
Brainstorm / explainExcellentOK
Write code that must executeCopy/paste riskSandbox run loop
Prove a game isn’t a blank canvasNo browser verifyVisual verify
Keep multi-day project criteriaMemory featuresz_t task state
CLI in CI-style scriptsAPI gluelolm code exit codes

Cost

ChatGPT Plus is commonly ~$20/mo for general AI. LOLM Plus is $9 for agent quotas; Free works every day for evaluation. Not a token meter.

FAQ

Should I cancel ChatGPT for LOLM?

Only if your main need is receipted coding agents. Many people keep both.

Install free CLI Open web app Pricing Live receipts

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