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OpenAI: GPT-5.6 Terra Coding Benchmark

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...

Code Mode#56Kilo rank
Context1,050,000tokens
Max Output128,000tokens
Inputmodalities
Price$2.00/1M input

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Coding Performance

Coding benchmarks and performance metrics for development tasks

Security

Enkrypt AI red-team scores for OpenAI: GPT-5.6 Terra. Each value is the share of successful attacks on a 0–100 scale — lower is safer.

Overall risk
19.0

Lower is safer

Safety

28.2/ 100

Composite safety risk from Enkrypt red-team evaluations. Lower is safer.

NIST

19.0/ 100

Average attack success across NIST-mapped tests: bias, harm, toxicity, CBRN, and insecure code.

OWASP

22.0/ 100

Weighted average of the same tests using OWASP Top 10 for LLMs 2025 risk rankings.

Attack categories

Percentage of successful attacks in each Enkrypt red-team category.

Jailbreak8.5/ 100

Share of jailbreak tests that bypassed the model's safety constraints.

Bias60.7/ 100

Share of tests that elicited biased responses.

Harmful content2.2/ 100

Share of tests that produced dangerous, violent, or hateful content.

Toxicity7.6/ 100

Share of tests that produced toxic or abusive content.

CBRN20.0/ 100

Share of tests that elicited chemical, biological, radiological, or nuclear assistance.

Insecure code4.4/ 100

Share of tests that produced vulnerable or malicious code.

Score
Value
Overall risk
19.0 / 100
Safety
28.2 / 100
NIST
19.0 / 100
OWASP
22.0 / 100
Jailbreak
8.5 / 100
Bias
60.7 / 100
Harmful content
2.2 / 100
Toxicity
7.6 / 100
CBRN
20.0 / 100
Insecure code
4.4 / 100

Security scores from the Enkrypt AI Safety Leaderboard · Last checked Sep 17, 2026

Real-World Usage

Real-world usage statistics from the Kilo Code community

Weekly Token Usage

Mode Rankings (Last Week)

Where this model ranks for each built-in mode

Code

Write, modify, and refactor code

#56

Ask

Get answers and explanations

No data

Debug

Diagnose and fix software issues

No data

Orchestrator

Coordinate tasks across multiple modes

No data

Real-world metrics from the Kilo Code Leaderboard

Pricing

Cost per 1 million tokens

Input Tokens
$2.00
per 1M tokens
Output Tokens
$12.00
per 1M tokens

Example Cost

Analyzing a 10,000 line codebase (≈40k input tokens, 10k output tokens) costs approximately $0.2000

Coding Capabilities

Features and parameters relevant to coding tasks

Coding Features

Function Calling
Can call external functions/APIs
Tool Choice
Control over function selection
Structured Outputs
JSON schema validation
Reasoning Tokens
Extended thinking for complex problems

Pricing details from OpenRouter

Technical Details

Architecture and implementation specifications

Specifications
Model ID
openai/gpt-5.6-terra
Created
July 9, 2026
Tokenizer
GPT
Input Modalities
FileImageText
Context Window
1,050,000 tokens
Max Completion Tokens
128,000 tokens
Input Price
$2.00 per 1M tokens
Output Price
$12.00 per 1M tokens
Cache Read Price
$0.20 per 1M tokens
Cache Write Price
$2.50 per 1M tokens
Content Moderation
Enabled

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