modeon

MODEON · CUSTOMER-OWNED SETUP

Blog content creation & review automation

Choose source material and a topic, then continue through writing, checks and review. Installed in your environment and connected to your blog.

Topic to private draft
Topic selection

Add material and choose a topic

Review the candidates and sources, then choose the topic. Research, writing and checks follow that choice.

Checks and approval

Automatic checks, human publishing approval

Review the draft and check results before approving publication. Notification and approval channels can be added to the agreed setup.

Same Terra article · English translation

Read the completed article

Open Complete Article to read the saved output in English translation. This is a past personal trial, not current news or client delivery.

Core blog setup and optional integrations

Base setup

  • Customer Mac setup and instructions
  • Topic selection, writing and checks
  • WordPress private-post connection
  • In-app draft review and publishing approval

Optional · quoted and tested separately

  • Custom Naver Blog setup
  • Telegram / Slack alerts, review and approval
  • Custom chat instructions and revision flows
  • Existing tools, APIs and webhooks

You provide: your environment, API key, selected blog account and permissions. This case shows earlier internal WordPress trials.

Self-built internal trials. Additional requirements are quoted, built and tested separately. English images translate saved Korean examples.

Setup and optional integrations
Read the complete article
English translation of the completed Korean article saved in an earlier personal trial.
The same article is translated and re-typeset for reading. Photos are excluded. No new model generation, factual validation or publishing was performed. This is a translation of past trial output, not current news, current pricing or client delivery.

OpenAI GPT-6.1 Terra,
a work automation model

Key announcement summary

  • OpenAI officially announced GPT-6.1 Terra, combining precise computer control and visual reasoning to help with everyday work.
  • Standard API prices are 50% lower than before, reducing the barrier to automating high-volume tasks such as invoice processing.
  • At maximum reasoning effort, it achieved a 50.3% task-solve rate, more than doubling its predecessor.

OpenAI has introduced GPT-6.1 Terra, a work-focused model with stronger precise computer control and visual reasoning. What has improved over its predecessor, and what could change in everyday work?

Precise computer use and visual reasoning

GPT-6.1 Terra combines natural writing, precise computer use and detailed visual reasoning in a fast, efficient model. It advances on GPT-5.6 Terra and supports everyday work, from writing proposals and interpreting drawings to filling forms and editing video.

Standard API costs reduced by 50%

Standard API pricing for GPT-6.1 Terra was set 50% below GPT-5.6 Terra and GPT-6.1 Sol. This makes it practical to automate repetitive work at scale, such as reviewing incoming invoices and entering their details into accounting software.


Performance gains and lower error rates by reasoning effort

GPT-5.6 Terra and GPT-6.1 Terra performance comparison

MetricGPT-5.6 TerraGPT-6.1 Terra
Tasks solved at maximum reasoning effort21.5%50.3%
Internal benchmark error rate at low reasoning effort53.6%16.7%

At maximum effort, the error rate falls by 18 percentage points to 4.3%.

At maximum effort, Terra is more than three times as token-efficient as Claude Opus 5.5, while its price per token remains about one quarter as high.

At maximum reasoning effort, the cost per task was reduced by about ninefold.

Platforms and standard API pricing

At a glance

  • ChatGPT Work and Codex: available to all Plus, Pro, Enterprise and Edu subscribers from the official announcement.
  • OpenAI API: developers can connect using the gpt-6.1-terra model identifier.
  • Standard API prices: $1 per million input tokens, $0.05 per million cached-input tokens and $5 per million output tokens.

For development teams automating work at scale

GPT-6.1 Terra supports everyday work from writing proposals to editing video while reducing standard API costs. It suits teams building practical automation and reducing the cost of repetitive tasks such as organising invoices and entering data into accounting software.

Sources and original review date

Original record: 2026-10-27 | Primary-source verification marked complete at that time; not revalidated for this translation

  • OpenAI: Introducing GPT-6.1 Terra | OpenAI (https://openai.com/index/introducing-gpt-6-1-terra, original review date 2026-10-27, browser review)

Original image notice, translated: the official image came from the OpenAI page and belongs to OpenAI. The article cited it with attribution for introduction and stated that it would be removed on the rights holder’s request. That image is excluded from this reading copy.

Read the complete English article
Sources, trial scope and usage notes

Self-built internal trials, separate from client delivery. English images translate the same saved Korean examples, not new English runs or published posts.

Read the existing sources and evidence notes
View the portfolio cover
Blog cover

Tell us what your blog workflow needs.

Send your blog platform, source material and writing, review and approval needs. We will separate reusable features from additional setup in the quote. Blog and SNS are separate products.

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