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OpenAI: GPT-5.6 Terra (batch)

openai/gpt-5.6-terra:batch

Our take

AI-assisted analysis based on the sources below. Suitability is an editorial assessment; test it on your own workload.

openai/gpt-5.6-terra:batch is the batch variant of OpenAI's GPT-5.6 Terra, presented in the OpenRouter catalog as a balanced model positioned between the flagship Sol tier and the cost-efficient Luna tier of the GPT-5.6 series. According to that catalog, it accepts text, image, and file inputs and produces text, offers a large context window, has reasoning enabled by default at medium effort with adjustable levels, and supports tools, structured outputs, seed, and verbosity controls. An independent model card was not available in this source pack, so all details come solely from OpenRouter's listing.[1]

Strengths

  • Catalog-reported multimodal inputs (text, image, and file) with text output, plus a very large advertised context window.[1]
  • Adjustable reasoning effort from none to max, enabled by default at medium, giving operators flexibility between latency and depth.[1]
  • Broad parameter support listed by the catalog, including tool calling, tool choice, structured outputs, response format, seed, and verbosity.[1]

Limitations

  • Evidence is limited to the OpenRouter catalog; no independent model card was supplied, so capabilities and catalog benchmark figures should be validated on real workloads before adoption.[1]
  • The source does not detail batch-specific behavior such as completion windows, queuing, availability, or throughput limits.[1]
  • Knowledge cutoff is listed as February 2026, so later events are not covered without connected tools.[1]

Where to use it

  • Potentially suitable for everyday coding, reasoning, and agentic tasks, which is the positioning the catalog itself suggests.[1]
  • A candidate for deferred or bulk text-generation pipelines that mix documents, images, and text, where batch-style processing is acceptable.[1]

Sources

  1. [1] OpenRouter catalog · OpenAI: GPT-5.6 Terra (batch)Sources checked: Nov 13, 2026

About this model

Description below is the original text supplied by OpenRouter, shown in the source language.

GPT-5.6 Terra is a balanced model in OpenAI's GPT-5.6 series, positioned between the flagship Sol tier and the cost-efficient Luna tier. It is suited for everyday coding, reasoning, and agentic...

Specifications

Model ID
openai/gpt-5.6-terra:batch
Canonical ID
openai/gpt-5.6-terra-20260709
Creator
openai
Added to OpenRouter
09.07.2026
Context length
1,050,000
Modality
text+image+file->text
Input modalities
file, image, text
Output modalities
text
Token pricing
USD per 1M tokens: in $1 / out $6
Knowledge cutoff
16.02.2026
Expiration date
—

Tasks and capabilities

A grade appears only where the source supplies a matching measurement for that task, the model is active and the cohort holds at least 10 comparable models. The capability column lists facts the source declares — supported formats, reasoning and tool parameters — which are not measured quality.

TaskGradeSource-declared capability
General qualityBB — next 30% of the cohortreasoning: optional · default medium · efforts: max, xhigh, high, medium, low, none · parameters: include_reasoning, reasoning, reasoning_effort
CodingSS — top 10% of the cohort—
AgentsAA — next 20% of the cohortparameters: structured_outputs, tool_choice, tools
WritingNo measurementoutput: text
ReasoningNo measurementreasoning: optional · default medium · efforts: max, xhigh, high, medium, low, none · parameters: include_reasoning, reasoning, reasoning_effort
Document analysisNo measurementinput: file
VisionNo measurementinput: image
Image generationNo measurement—
AudioNo measurement—
VideoNo measurement—
EmbeddingsNo measurement—

Evaluations

SourceBenchmarkValueGradeData retrieved
Artificial AnalysisIntelligence index32.3BB — next 30% of the cohort13.11.2026
Artificial AnalysisCoding index76.7SS — top 10% of the cohort13.11.2026
Artificial AnalysisAgentic index43.2AA — next 20% of the cohort13.11.2026
How grades work

Each letter grade compares a model only against other models scored by the same source and metric in the current snapshot. S means the top 10%, A the next 20%, B the next 30%, C the rest. Models without a published measurement are shown as not rated — a supported format alone never implies measured quality.

  • S — S — top 10% of the cohort
  • A — A — next 20% of the cohort
  • B — B — next 30% of the cohort
  • C — C — below the B band

Providers

Optional live provider statistics from OpenRouter. Missing values are unknown, not zero.

ProviderContext lengthPrice in /1MPrice out /1MLatency p50 (30m, s)Throughput p50 (30m, tok/s)Uptime (30m)
OpenAI1,050,000$1$6———

Provider data retrieved: 13.11.2026

No published articles identify this model yet.