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Brady Stroudopenai, gpt, ai, cheatsheet, naming

OpenAI Chat Model Cheat Sheet - Decoding the Chaos

OpenAI’s model names (e.g., o3, 4o, 4.1, 5.2) are confusing and change often.
This is my quick reference for picking the right model for any task 🧠⚡️

This is a living document - if you spot mistakes or missing models,
please make a PR!
This page lives in GitHub Markdown via TinaCMS 🦙


OpenAI Chat Model Cheat-Sheet (Updated February 2026)

Legend:

  • 🟢 current & recommended
  • 🟡 supported but not first-choice
  • 🔴 legacy / deprecated
StatusModelRelease / ChangeStrengths / Best Use-CasesTrade-offs / Notes
🟡GPT-5.3-CodexFeb 2026Newest Codex flagship for agentic coding + broader professional work on a computer.Available in Codex for paid ChatGPT plans; API access is not broadly available yet (no stable public API model ID to pin).
🟡GPT-5.3-Codex-SparkFeb 2026Ultra-fast, real-time coding (tight interactive loop; minimal targeted edits by default).Research preview for Codex users; API access limited to select design partners.
🟢GPT-5.2 (gpt-5.2)Dec 2025Current flagship “thinking” model for professional work, long-horizon agents, and hard coding/reasoning.Higher latency/cost; pick smaller variants when you don’t need max capability.
🟢GPT-5.2-Codex (gpt-5.2-codex)2025-2026Most intelligent coding model; optimized for long-horizon, agentic coding tasks (Codex-style).Coding-specialized; prefer general GPT models for writing/analysis-heavy work.
🟢GPT-5.2 Pro (gpt-5.2-pro)Dec 2025Highest-quality GPT-5.2 option when correctness is worth the wait (deep reasoning, fewer major errors).Much more expensive; overkill for routine tasks.
🟢GPT-5.1 (gpt-5.1)Nov 2025Strong general reasoning model with configurable/adaptive reasoning effort.Usually superseded by 5.2 for frontier work.
🟢GPT-5 (gpt-5)Aug 2025First GPT-5 release; still solid for general reasoning/coding.Generally behind 5.1/5.2 on capability.
🟢GPT-5 mini (gpt-5-mini)2025-2026Faster, cost-efficient GPT-5 family model for well-defined tasks and high throughput.Less headroom on complex reasoning.
🟢GPT-5 nano (gpt-5-nano)2025-2026Fastest/cheapest GPT-5 family model for simple tasks (classification, routing, autocomplete).Limited nuance; brittle on long reasoning chains.
🟢GPT-4.1 (gpt-4.1)14 Apr 2025Smartest non-reasoning model; excellent for coding, instruction following, and long context (1M tokens).Usually weaker on “think hard” problems vs GPT-5.x or o-series reasoning models.
🟢GPT-4.1 mini (gpt-4.1-mini)14 Apr 2025Smaller, faster 4.1; great quality/price default when you don’t need frontier reasoning.Less capable than full 4.1.
🟢GPT-4.1 nano (gpt-4.1-nano)14 Apr 2025Ultra-fast/cheap; still supports long context; ideal for extraction, tagging, and lightweight copilots.Loses nuance and robustness.
🟡GPT-5.1-Codex-Max (gpt-5.1-codex-max)2025-2026Codex variant tuned for longer-running agentic coding tasks.Older generation vs 5.2-Codex; Responses API only.
🟡GPT-5.1-Codex (gpt-5.1-codex)2025-2026Codex-optimized agentic coding model (good default for Codex flows).Older generation vs 5.2-Codex; Responses API only.
🟡GPT-5.1 Codex mini (gpt-5.1-codex-mini)2025-2026Cheaper/smaller Codex variant for fast coding iterations.Less capable than larger Codex models.
🟡GPT-5-Codex (gpt-5-codex)2025-2026Earlier Codex family model for agentic coding.Superseded by newer Codex variants; Responses API only.
🟡OpenAI o3 (o3)Apr 2025Strong reasoning model (math/science/coding) and agentic tool use.Marked as “succeeded by GPT-5” in the API docs; use when you specifically want o-series behavior.
🟡OpenAI o4-mini (o4-mini)Apr 2025Cost-efficient reasoning when you want real “thinking” but need speed/volume.Marked as “succeeded by GPT-5 mini” in the API docs.
🟡GPT-4o / GPT-4o mini (gpt-4o, gpt-4o-mini)2024-2025Versatile multimodal (text + image) general model family; strong for everyday chat + vision.Not the newest frontier; typically behind GPT-4.1 and GPT-5.x on pure coding/reasoning.
🟡GPT-4 Turbo / GPT-4 (gpt-4-turbo, gpt-4)2023-2024Older but still usable for compatibility and legacy behaviors.Prefer newer families unless you need an exact legacy behavior/snapshot.
🔴GPT-4.5 Preview (gpt-4.5-preview)Feb 2025Research preview model (not intended as a long-term default).Marked deprecated in the API docs.
🔴codex-mini-latest (codex-mini-latest)2024-2025Deprecated Codex-CLI-focused model (fine-tuned from o4-mini).Deprecated; docs recommend starting with gpt-4.1 for direct API use.
🔴GPT-3.5 Turbo (gpt-3.5-turbo)2023-2024Legacy cheap chat model for simple tasks.Outclassed by newer mini/nano models.

Decoding the Names

  • GPT = Generative Pre-trained Transformer
  • Major number (3, 4, 5) → generation
  • .1 / .2 / .5 → iterative upgrade within a generation
  • o-series (e.g. o3, o4-mini) → reasoning-first models (trained to “think longer”)
  • 4o → “omni” GPT model family (multimodal inputs)
  • mini / nano → smaller, faster, cheaper variants
  • pro → more compute for higher-quality answers
  • codex → coding-optimized variant (agentic coding focus)
  • -chat-latest → ChatGPT-flavored alias (convenience/compat; not always recommended for stable production)
  • YYYY-MM-DD in ID (e.g. gpt-4o-2024-11-20) → a snapshot you can pin for stability

ChatGPT Names vs API Model IDs

ChatGPT’s picker labels don’t always match what you pass to the API.

ChatGPT labelAPI model ID
ChatGPT-5.2 Instantgpt-5.2-chat-latest
ChatGPT-5.2 Thinkinggpt-5.2
ChatGPT-5.2 Progpt-5.2-pro

References


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