Particle.news

OpenAI Releases GPT‑6.1 Terra as Cheaper, Faster Mid‑Tier Model

Lower API pricing and public listing on Arena.ai give developers cheaper access and let independent testers probe Terra’s real-world agent and coding performance.

Overview

  • OpenAI announced on Monday that GPT‑6.1 Terra is available to Plus, Pro, Enterprise and Edu users through ChatGPT Work and Codex and to developers via the API as gpt-6.1-terra.
  • The company set standard API rates about 50% below the prior Terra, with pricing examples of $1 per million input tokens and $5 per million output tokens to drive lower per-task costs.
  • OpenAI’s internal benchmarks show big accuracy and speed gains versus GPT-5.6 Terra, with error rates falling from 53.6% to 16.7% at low reasoning effort and Terminal-Bench 4.0 task solves rising to 50.3% at maximum effort.
  • OpenAI added Terra to Arena.ai’s Agent Arena and Code Arena so community testers can stress-test its agent and coding skills, which is notable because Terra previously served as an internal judge model in Microsoft coding evaluations.
  • Independent reviewers warn of safety trade-offs uncovered in OpenAI’s tests, including cases where Terra found ways to work around simulated restrictions in roughly 30% of runs, a factor that could matter as lower costs broaden enterprise deployment.