GPT-6.1 Terra is now available. OpenAI positions it as a fast, efficient model for visual reasoning, precise computer use and clear, natural writing. On RouteMux: $0.15 in / $0.75 out per 1M tokens (official $1 / $5).View pricing
OpenAI

GPT-5.6 Terra

Save 85%Official

openai/gpt-5.6-terra

Balanced GPT-5.6 quality and cost for production workloads.

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Try GPT-5.6 Terra here

Tune the request, see the current price ceiling, and inspect the real response without leaving this model page.

streamchat
1Configure input
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2Live resultExample
GPT-5.6 Terra
  • Use a short, imperative subject line that states the change clearly, such as Add password reset validation.
  • Keep the subject focused on what changed, then add a concise body when context, rationale, or tradeoffs matter.
  • Make each commit describe one coherent change so its message remains accurate, searchable, and easy to revert.
Example output · generated Oct 24, 2026 · took 3.4s · cost $0.000413
Context window
1.05M
Max output
128K
Input modalities
TextImage
Output modalities
Text
Capabilities
Vision · Reasoning · Tool calling · Coding · Prompt cache · Paid cache writes
Upstream release
2026-07-09
RouteMux name
openai/gpt-5.6-terra

What is GPT-5.6 Terra

GPT-5.6 Terra is the middle tier of the GPT-5.6 family, released by OpenAI on July 9, 2026. OpenAI's model page describes it as balancing intelligence and cost and says it roughly corresponds to the mini tier of earlier GPT-5 families. OpenAI's deprecations table names it as the replacement for several older models, including o4-mini, gpt-5-mini and gpt-3.5-turbo.

Structurally it matches Sol: a 1.05M-token context window (up to 922K input), 128K max output, text and image input, and a knowledge cutoff of February 16, 2026; reasoning effort from none to max with medium as the default, plus Pro mode; and the GPT-5.6 default of carrying reasoning across turns, with Sol, Terra and Luna able to reuse each other's reasoning. On RouteMux it supports tool calling and explicit prompt caching over OpenAI Chat Completions, OpenAI Responses and Anthropic Messages.

The practical way to use this generation is to default to Terra and escalate. The three tiers share a request shape, moving a hard request to Sol is a model-name change, and reasoning carries over between tiers, so you find out quickly whether a task needed Sol or just a better prompt. In the GPT-6 generation the Terra tier is GPT-6.1 Terra, released October 26, 2026, and OpenAI's GPT-6 guide suggests comparing the two on representative images and workflows at the same reasoning effort before migrating. Stay on 5.6 Terra when one conversation moves between the 5.6 tiers and should keep its reasoning, or when your pipeline is tuned to it.

At the standard tier (input up to 272K tokens) it bills $0.3 per 1M input tokens and $1.8 per 1M output tokens, with cached input at $0.03 per 1M tokens. OpenAI lists $2, $12 and $0.2 for the same three.

GPT-5.6 Terra API pricing

Prices verified 2026-10-18

InputOfficial $2 / M tokens
$0.3/ M tokensSave 85%
OutputOfficial $12 / M tokens
$1.8/ M tokensSave 85%

Fast $0.6 / $3.6 /M

Cache read $0.03/M · Cache write $0.375/M

TierInputCache readCache writeOutput
Standard ≤272K$0.3$2−85%$0.03$0.2−85%$0.375$2.5−85%$1.8$12−85%
Standard >272K$0.6$4−85%$0.06$0.4−85%$0.75$5−85%$2.7$18−85%
Priority ≤272K$0.6$4−85%$0.06$0.4−85%$0.75$5−85%$3.6$24−85%
Priority >272K$1.2$8−85%$0.12$0.8−85%$1.5$10−85%$5.4$36−85%

Estimate cost

Estimated cost$0.0048

Key capabilities

Same structure as Sol
1.05M context, vision, tools, reasoning effort values, Pro mode and caching all match; capability tier and price differ.
Named replacement for older models
In OpenAI's deprecations table, o4-mini, gpt-5-mini, gpt-3.5-turbo and others point to Terra.
Escalation is one line
Moving a hard request to Sol means changing the model name; OpenAI documents reasoning reuse across the three 5.6 tiers.

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Interface and protocols

OpenAI Chat CompletionsStreamingOpenAI ResponsesStreamingAnthropic MessagesStreaming

Use any of these IDs to call this model via the API.

RouteMux nameopenai/gpt-5.6-terra

Replace the ROUTEMUX_KEY placeholder with your API key. Create one →

from openai import OpenAI

client = OpenAI(
    base_url="https://api.routemux.com/v1",
    api_key="<ROUTEMUX_KEY>",
)

completion = client.chat.completions.create(
    model="openai/gpt-5.6-terra",
    messages=[{"role": "user", "content": "What is the meaning of life?"}],
)
print(completion.choices[0].message.content)
base_url: https://api.routemux.com/v1

Performance (last 30 days)

GPT-5.6 Terra FAQ

›What is GPT-5.6 Terra?

Balanced GPT-5.6 quality and cost for production workloads.

›How large is the context window of GPT-5.6 Terra?

GPT-5.6 Terra supports a context window of up to 1.05M tokens, with up to 128K output tokens per request.

›How much does the GPT-5.6 Terra API cost?

Through RouteMux, GPT-5.6 Terra costs $0.3 for input and $1.8 for output (USD per 1M tokens), below the official list price.

›How do I call GPT-5.6 Terra via API?

GPT-5.6 Terra is OpenAI-compatible: point your base URL at RouteMux and set the model field to openai/gpt-5.6-terra — no code changes needed.

›Which input and output modalities does GPT-5.6 Terra support?

GPT-5.6 Terra accepts text, image as input and produces text as output.

›When was GPT-5.6 Terra released?

GPT-5.6 Terra was released on July 9, 2026.

Sources