OpenaiReasoningReleased 9 July 2026

GPT-5.6 Terra pricing, context and 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.

1.05M
Input context
128K
Output context
$2
Official input
$12
Official output
32
AA index

Everything that matters, in one table

Context, pricing, cache, modalities and tooling, from the model registry and Artificial Analysis.

ModelGPT-5.6 Terra
Model IDopenai/gpt-5.6-terra
ProviderOpenai
Release date9 July 2026
StatusGenerally available
Input context1,050,000 tokens
Output context128,000 tokens
Official input pricing$2 per 1M tokens
Official output pricing$12 per 1M tokens
Cache read pricing$0.2 per 1M tokens (90% off input)
Market input pricing$1 per 1M (cheapest route)
Market output pricing$6 per 1M (cheapest route)
Highest route pricing$4 in, $24 out per 1M
Input modalitiesfile · image · text
Output modalitiestext
Reasoning controlNot exposed
Tool supportText generation only
TokenizerGPT
Provider routes7 endpoints
Artificial Analysis index32 (#47 of 74)
Speed106 tokens/s, 70.62s to first token
Knowledge cutoffNot publicly stated

Input and output support

ModalityInputOutputBilled at
Text✓ yes✓ yes$2 in
Image✓ yesno$2 in
Audionononot supported
Videonononot supported
File (PDF)✓ yesno$2 in

What is GPT-5.6 Terra?

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...

GPT-5.6 Terra carries a 1.05M token window, uses the GPT tokenizer and is served by Openai. On Hoodgen it sits in the Reasoning tier of the model menu next to its siblings, so you can switch mid conversation without losing the thread.

Release and what changed from the previous version

Released9 July 2026
PropertyGPT-5.6 Sol ProGPT-5.6 TerraChange
Released20262026Same release window
Context1.05M1.05MUnchanged
Max output128K128KUnchanged
Input price$4$2Cheaper
Output price$20$12Cheaper
Input modalitiesfile, image, textfile, image, textUnchanged
AA indexn/a32Newer benchmark run

Features and capabilities

◉
Vision
Screenshots, charts and photographed documents are read at the text token rate.
▤
Files and PDFs
Documents go in as files rather than pasted text, keeping layout and tables intact.
⚡
Prompt caching
Cached input costs $0.2 per million instead of $2, so stable prefixes get cheaper.

Benchmark results and performance

Artificial Analysis Intelligence Index v5.0.1 blends nine evaluations. GPT-5.6 Terra scores 32 , ranking #47 of 74.

Intelligence index
32
#47 of 74
Cost per task
$3.73
weighted average per index task
Time per task
10.4m
inference time
Output speed
106
tokens per second
Index score and cost per task
Index score#47 of 74
32
Cost per taskUSD
$3.73
Scale: index 0 to 70, cost 0 to $20. Sub scores are not published per evaluation, so none are invented here.

What can you do with GPT-5.6 Terra?

Debugging and root cause
Multi file failures where the model has to hold a causal chain before answering.
Architecture and planning
Design docs, migration plans and trade off analysis over long context.
Data analysis
Spreadsheets and logs read in one pass, then summarised with the numbers quoted back.
Agentic coding
Repo wide changes that need plan, edit and verify loops.

Prompt caching and how to cut the bill

Cached input bills at $0.2 per million instead of $2, a 90% discount. Keep the system prompt and documents first and the changing question last, so every call hits the cache.

GPT-5.6 Terra pricing

Official pricing

List price
$2 / 1M in
$12 / 1M out
  • $0.2 cached input
  • 1.05M context
  • file, image, text input
Cheapest route
$1 / 1M in
$6 / 1M out
  • 7 routes on OpenRouter
  • What Hoodgen routes to first
  • Same model, lower bill
Highest route
$4 / 1M in
$24 / 1M out
  • Priority or premium tier
  • Best under load
  • Use for latency critical calls

Market pricing, every route

ProviderTierInputOutputCache readUptime 24h
OpenAIflex$1$6$0.199.0%
Azurestandard$2$12$0.2100.0%
OpenAIstandard$2$12$0.297.8%
Azurestandard$2.2$13.2$0.22100.0%
Amazon Bedrockstandard$2.2$13.2$0.22100.0%
Azurestandard$2.2$13.2$0.22100.0%
OpenAIpriority$4$24$0.497.6%

API pricing and cost calculator

RatePer callTotalCredits
Cheapest route$0.0182$9.108645
List price$0.0364$18.2017290
Highest route$0.1160$58.0055100

API and developer information

Model IDopenai/gpt-5.6-terra
Endpointhttps://openrouter.ai/api/v1/chat/completions
Parametersprompt and max_tokens
StreamingYes, server sent events
Modality stringtext+image+file->text
Max prompt tokens1,050,000
Max completion tokens128,000
curl https://openrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $OPENROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "openai/gpt-5.6-terra",
    "messages": [{ "role": "user", "content": "Summarise this document." }],
    "max_tokens": 1024
  }'

Model limitations

Text only outputIt cannot generate images, audio or video. Pair it with an image model on Hoodgen when you need visuals.
Output cap128,000 tokens per request. Long deliverables have to be chunked.
Knowledge cutoffThe provider does not state a fixed cutoff for every release. Verify very recent events against search.

GPT-5.6 Terra vs other Openai models

ModelContextInput /1MOutput /1MAA indexReleased
GPT-5.6 Terra1.05M$2$12322026
GPT-6 Astra1.05M$10$5057Sep 2026
GPT-6 Astra Pro1.05M$10$50n/aSep 2026
GPT-5.6 Sol1.05M$4$20n/a2026
GPT-5.6 Sol Pro1.05M$4$20n/a2026
GPT-5.6 Terra Pro1.05M$2$12n/a2026

Privacy and data policy

  • On Hoodgen, prompts and attachments answer that request and stay in your conversation history so you can reopen it. They are not used to train models.
  • Requests route through OpenRouter to Openai and are covered by that provider's API terms.
  • Do not paste secrets or personal data you would not send to any hosted model.

GPT-5.6 Terra questions, answered

GPT-5.6 Terra is a reasoning model from Openai, released 9 July 2026. 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.
✦

Start chatting with GPT-5.6 Terra

Free to try on Hoodgen AI, with a live credit estimate before every send. No API key, no setup.