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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

  1. GPT-5.3-CodexOpenAIRemove
  2. GPT-6.1 TerraOpenAIRemove
gpt-5.3-codex vs gpt-6.1-terra
AttributeGPT-5.3-Codexgpt-5.3-codexGPT-6.1 Terragpt-6.1-terra
Pricing
Input$1.75 / 1M$1.00 / 1M
Output$14.00 / 1M$5.00 / 1M
Cache Write (5m)$1.75 / 1M$1.00 / 1M
Cache Write (1h)$1.75 / 1M$1.00 / 1M
Cache Read$1.75 / 1M$1.00 / 1M
Web Search$0 / 1M$0 / 1M
Context
Max context400K1M
Max outputN/AN/A
Capabilities
VisionYesYes
Function CallingYesYes
JSON ModeYesYes
StreamingYesNo
Catalogue
ProviderOpenAIOpenAI
Categorychatchat
Charge typePay As You GoPay As You Go
Released——
Description
SummaryGPT-Codex-5.3 is OpenAI's most advanced agentic coding model, designed for software engineering workflows that extend beyond single prompts into long-running, tool-driven execution. It combines the frontier coding performance of earlier Codex models with stronger reasoning and professional knowledge capabilities, enabling reliable handling of complex refactors, multi-step debugging, research-driven development, and autonomous task execution. Optimized for developer productivity, GPT-Codex-5.3 supports interactive collaboration during execution, allowing users to steer tasks in real time without losing context. With improved agentic reliability, faster inference, and stronger performance on long-horizon engineering tasks, it is well suited for coding agents, IDE and CLI workflows, and end-to-end software development pipelines where persistence, tool use, and execution continuity are critical.GPT-6.1 Terra is OpenAI’s mid-tier model in the GPT-6.1 series, designed to balance capability, speed, and cost efficiency. Positioned below GPT-6.1 Sol, it delivers strong performance across everyday agentic workflows, coding, and professional writing, with particular strengths in screenshot understanding and on-screen content analysis. Optimized for high-volume production workloads, GPT-6.1 Terra is well suited for coding assistants, visual interface analysis, workflow automation, and scalable agentic applications that require reliable performance at an accessible cost.