MODEL PROOF

GPT-5.6 Terra

BETTER VALUE OPTION

A stored alternative has an equal-or-higher measured score and an equal-or-lower price.

$4.50 / 1M tokens Balanced · 3 tokens in per 1 out

Base context tier shown; inspect the complete context ladder below.

GPT-5.6 Sol · Δ score 8.9 points · 11% lower measured price · $4.00 / 1M tokens

Gemini 3.8 Flash is a further stored option with these losses: 1.1M → 1M context, 128K → 66K max output

Independent LMArena score
1,446.2 ± 4.81 · 28,119 votes
Context window
1.05M
Maximum output
128K
Input modalities
file, image, text
Output modalities
text
Published input price
$2.00 / 1M tokens
Published output price
$12.00 / 1M tokens
Pricing kind
fixed
Context tiers
Tiered by context

Inspect complete billing conditions and endpoint terms below.

Every price dimension · USD per million tokens
Input$2.00/M
Output$12.00/M
Cached input$0.200/M
Cache write$2.50/M
Cache write 1hUnknown/M
ReasoningUnknown/M
Web search$0.01/call
Batch discount50%

The headline rate does not apply to a long-context workload.

Complete context ladder · 1 tier
More than 272,000 tokens$4.00/M in (2×) $18.00/M out $0.400/M cached input $5.00/M cache write

Who sells it

The same weights, different shops. Cheapest is not like-for-like when serving precision differs.

7 provider offers · rates, limits and conditions

Rates are USD per million tokens. Endpoint terms can differ even when the quoted price and precision match. A listed parameter is a provider declaration, not a task-success test.

SellerInputOutputPrecisionUptime (1d)
OpenAIopenai/flex
Endpoint terms
Cached input /M
$0.100
Context limit
1,050,000 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$1.00 $6.00 undeclared 99.97%
Azureazure
Endpoint terms
Cached input /M
$0.200
Context limit
1,050,000 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.97%
$2.00 $12.00 undeclared 99.96%
OpenAIopenai
Endpoint terms
Cached input /M
$0.200
Context limit
1,050,000 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$2.00 $12.00 undeclared 99.99%
Azureazure/us
Endpoint terms
Cached input /M
$0.220
Context limit
1,050,000 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
Unknown
$2.20 $13.20 undeclared 100.00%
Amazon Bedrockamazon-bedrock/us-east-1
Endpoint terms
Cached input /M
$0.220
Context limit
1,050,000 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
Unknown
$2.20 $13.20 undeclared —
Azureazure/eu
Endpoint terms
Cached input /M
$0.220
Context limit
1,050,000 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
Unknown
$2.20 $13.20 undeclared 99.92%
OpenAIopenai/fast
Endpoint terms
Cached input /M
$0.400
Context limit
1,050,000 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$4.00 $24.00 undeclared 99.99%

Independent scores

LMArena Elo1446.2xhigh

LMArena Elo under CC BY 4.0. Absence of another board is not a score of zero.

Capability

Context window1.1M
Max output128K
Input modesfile, image, text
Tool useyes
Reasoningoptional
Knowledge cutoff2026-02-16
Open weightsno

Provenance

Price sourceopenrouter.ai
Fetched2026-09-23
Quality dataverified
Cross-checkedvendor page

Our take

editorial — not a measurement

Compare Terra and Sol at the same reasoning effort and on the benchmark task relevant to your workload. A general-board result cannot substitute for document performance, and overlapping intervals do not establish a reliable ordering. Use the current proof and benchmark evidence for that comparison. The accepted price table includes a context tier; batch and other delivery modes need their own terms. Missing latency data is not evidence of speed.

Strengths

  • Tools, structured outputs and selectable reasoning effort are listed
  • The price table separates input, output, cache and context-tier rates

Weaknesses

  • Prompt length can change the selected rate
  • General and document measurements are different evidence
  • Regional or special delivery modes must be checked against their own offer conditions

Reach for it when

  • Document and general-task evaluations within an OpenAI stack
  • Workloads with measured prompt size and cache reuse

Avoid it if

  • You need open weights
  • The choice depends on an unverified latency or task-performance advantage

Sources: developers.openai.com

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...

Questions this page answers

What does GPT-5.6 Terra cost?

$2.00/M in, $12.00/M out in this catalogue, as of the fetch date on this page. That is the API row, not a subscription.

Does GPT-5.6 Terra have an independent quality score?

GPT-5.6 Terra has an LMArena score in this catalogue.

What beats GPT-5.6 Terra?

GPT-5.6 Sol has an equal-or-higher measured score and an equal-or-lower price.

Does this page use Artificial Analysis scores for GPT-5.6 Terra?

No. Artificial Analysis figures are not published here. Quality on this page is LMArena Elo where a score exists; otherwise the row is unrated.

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GPT-5.6 Terra — Undominated.ai dominance verdict

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