Sam Altman says OpenAI plans to give 10 Deep Research queries per month to its $20/month ChatGPT Plus users and two per month to its ChatGPT free users
Earlier this month, OpenAI debuted a new AI agent powered by its upcoming full o3 reasoning AI model called “Deep Research.”
Context & Ripple Effects
Deep Research debuted earlier in February as a report-producing agent limited to the $200-per-month Pro tier, with up to 100 queries monthly. The planned lower-tier allowances turn that initial Pro-only rollout into a broader ChatGPT feature ladder.
The move also extends the role of ChatGPT Plus as an early-access subscription: Plus users would receive a materially larger allocation than free users, while both remain below the original Pro entitlement.
First-order effects
- ChatGPT Plus users are slated to receive 10 Deep Research queries a month, while free users would receive two; Pro remains the highest-access tier described in prior coverage.
- OpenAI would put a reasoning-agent workflow in front of a much wider consumer audience while retaining usage caps by plan.
Second-order effects
- The tiered quotas make Deep Research a clearer subscription differentiator, giving free users a limited trial path and Plus users an additional reason to pay.
- Usage limits let OpenAI broaden access without making the agent an unlimited bundled feature, keeping availability tied to plan-level capacity allocation.
Third-order effects
- If this allocation model persists, advanced reasoning agents may be commercialized less as standalone products than as metered capabilities inside mainstream AI subscriptions.
- The relevant competitive question shifts toward the cost of delivering a useful agent-completed task: providers will need to balance broad access, quotas, and premium tiers as reasoning usage grows.
The trend: This is one data point in the shift from chatbot subscriptions toward tiered, usage-governed access to costly agentic reasoning work.