- 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.
GPT-5.6 Terra
Save 85%Officialopenai/gpt-5.6-terra
Balanced GPT-5.6 quality and cost for production workloads.
Try GPT-5.6 Terra here
Tune the request, see the current price ceiling, and inspect the real response without leaving this model page.
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- 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
Fast $0.6 / $3.6 /M
Cache read $0.03/M · Cache write $0.375/M
| Tier | Input | Cache read | Cache write | Output |
|---|---|---|---|---|
| Standard ≤272K | $0.3 | $0.03 | $0.375 | $1.8 |
| Standard >272K | $0.6 | $0.06 | $0.75 | $2.7 |
| Priority ≤272K | $0.6 | $0.06 | $0.75 | $3.6 |
| Priority >272K | $1.2 | $0.12 | $1.5 | $5.4 |
Estimate cost
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.
Limited time10% extra Credits on your first top-up — up to 200 bonus Credits
Applies to your first top-up within 72 hours of signing up. Minimum $20, once per account.
Interface and protocols
Use any of these IDs to call this model via the API.
openai/gpt-5.6-terraReplace 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)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
- OpenAI — GPT-5.6 Terra model page ↗
- OpenAI — Using GPT-6 (model guide) ↗
- OpenAI — Reasoning models guide ↗
- OpenAI — Deprecations ↗
- OpenAI — API changelog ↗
Reviewed by the RouteMux team on 2026-10-24