Developer Dashboard

gpt-6-luna on AvalAI ​

Available on AvalAI

Publisher
OpenAI
Available AvalAI IDs
1
Provider and configuration variants
10

Model Explorer

Guidance for gpt-6-luna

GPT-6 Luna is OpenAI's cost-efficient GPT-6 model for high-volume reasoning, coding, and everyday professional workflows. AvalAI supports Chat Completions, Messages, and Responses; hosted tools require separate route support.

Best suited for

  • High-volume support and summarization
  • Cost-sensitive coding workflows
  • Repeated-context tasks with prompt caching

Available AvalAI IDs ​

Exact callable model IDs
Model IDOperationSupported endpointsMinimum tier
gpt-6-luna"chat"["/v1/chat/completions","/v1/responses","/v1/decisions"]0

Unknown means unrecorded. null is an explicit unknown value; false means lack of support. A reference namespace does not establish which provider AvalAI uses.

Use through AvalAI ​

Use the guide for this exact ID’s supported endpoint. An unrecorded endpoint cannot supply a verified request example.

AvalAI prices ​

These are recorded AvalAI charges. Each row retains its exact model ID, billing unit, and qualifiers.

AvalAI prices by exact charge field
Covered exact IDsCharge fieldAmountUnitCurrency / role / modalityConfiguration and qualifiersSource
gpt-6-lunaSource charge
pricing.cache_creation_input
0.125USD/1M tokensUSD / cache-creation-input / text—AvalAI catalog
gpt-6-lunaSource charge
pricing.cache_creation_input_above_272K
0.25USD/1M tokensUSD / cache-creation-input / textthreshold: {"operator":">","unit":"tokens","value":272000}AvalAI catalog
gpt-6-lunaCached text input
pricing.cached_input
0.01USD/1M tokensUSD / cached-input / text—AvalAI catalog
gpt-6-lunaCached text input
pricing.cached_input_above_272K
0.02USD/1M tokensUSD / cached-input / textthreshold: {"operator":">","unit":"tokens","value":272000}AvalAI catalog
gpt-6-lunaText input
pricing.input
0.1USD/1M tokensUSD / input / text—AvalAI catalog
gpt-6-lunaText input
pricing.input_above_272K
0.2USD/1M tokensUSD / input / textthreshold: {"operator":">","unit":"tokens","value":272000}AvalAI catalog
gpt-6-lunaText output
pricing.output
0.5USD/1M tokensUSD / output / text—AvalAI catalog
gpt-6-lunaText output
pricing.output_above_272K
0.75USD/1M tokensUSD / output / textthreshold: {"operator":">","unit":"tokens","value":272000}AvalAI catalog
gpt-6-lunaSource charge
pricing.search_context_cost_per_query
{"high":0.05,"low":0.03,"medium":0.035}Unit not verifiedUnknown / Unknown / Unknown—AvalAI catalog
gpt-6-lunaSource charge
search_context_cost_per_query
{"search_context_size_high":0.01,"search_context_size_low":0.01,"search_context_size_medium":0.01}Unit not verifiedUnknown / Unknown / Unknown—AvalAI catalog

Provider namespaces and configurations ​

Namespaces and regions describe the reference IDs and do not confirm AvalAI routing. Different qualified billing units are not directly comparable.

Exact namespaces and configuration axes
VariantExact IDIdentity and configurationAvalAI availability
V1azure/eu/gpt-6-luna{"axes":{},"hostingProvider":"azure","region":"eu"}Reference only
V2azure/gpt-6-luna{"axes":{},"hostingProvider":"azure","region":null}Reference only
V3azure/us/gpt-6-luna{"axes":{},"hostingProvider":"azure","region":"us"}Reference only
V4azure_ai/gpt-6-luna{"axes":{},"hostingProvider":"azure_ai","region":null}Reference only
V5bedrock_mantle/openai.gpt-6-luna{"axes":{},"hostingProvider":"bedrock_mantle","region":null}Reference only
V6global.openai.gpt-6-luna{"axes":{},"hostingProvider":"bedrock","region":"global"}Reference only
V7gpt-6-luna{"axes":{},"hostingProvider":null,"region":null}Available on AvalAI
V8openai.gpt-6-luna{"axes":{},"hostingProvider":null,"region":null}Reference only
V9perplexity/openai/gpt-6-luna{"axes":{},"hostingProvider":"perplexity","region":null}Reference only
V10us.openai.gpt-6-luna{"axes":{},"hostingProvider":"bedrock","region":"us"}Reference only

Provider reference prices ​

{"currency":"USD","modality":"text","normalizationStatus":"normalized","source":"primary-reference","sourcePath":"data/rate-limits/model_prices_and_context_window.json","unit":"USD/token"}

F1 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost","qualifiers":{}}

F2 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost_above_272k_tokens","qualifiers":{"threshold":{"operator":">","unit":"tokens","value":272000}}}

F3 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost","qualifiers":{}}

F4 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost_above_272k_tokens","qualifiers":{"threshold":{"operator":">","unit":"tokens","value":272000}}}

F5 — Text input{"billingRole":"input","field":"input_cost_per_token","qualifiers":{}}

F6 — Text input{"billingRole":"input","field":"input_cost_per_token_above_272k_tokens","qualifiers":{"threshold":{"operator":">","unit":"tokens","value":272000}}}

F7 — Text output{"billingRole":"output","field":"output_cost_per_token","qualifiers":{}}

F8 — Text output{"billingRole":"output","field":"output_cost_per_token_above_272k_tokens","qualifiers":{"threshold":{"operator":">","unit":"tokens","value":272000}}}

F9 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost_above_272k_tokens_flex","qualifiers":{"executionMode":"flex","threshold":{"operator":">","unit":"tokens","value":272000}}}

F10 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost_flex","qualifiers":{"executionMode":"flex"}}

F11 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost_above_272k_tokens_flex","qualifiers":{"executionMode":"flex","threshold":{"operator":">","unit":"tokens","value":272000}}}

F12 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost_flex","qualifiers":{"executionMode":"flex"}}

F13 — Text input{"billingRole":"input","field":"input_cost_per_token_above_272k_tokens_flex","qualifiers":{"executionMode":"flex","threshold":{"operator":">","unit":"tokens","value":272000}}}

F14 — Text input{"billingRole":"input","field":"input_cost_per_token_flex","qualifiers":{"executionMode":"flex"}}

F15 — Text output{"billingRole":"output","field":"output_cost_per_token_above_272k_tokens_flex","qualifiers":{"executionMode":"flex","threshold":{"operator":">","unit":"tokens","value":272000}}}

F16 — Text output{"billingRole":"output","field":"output_cost_per_token_flex","qualifiers":{"executionMode":"flex"}}

F17 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost_above_272k_tokens_batches","qualifiers":{"executionMode":"batches","threshold":{"operator":">","unit":"tokens","value":272000}}}

F18 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost_above_272k_tokens_priority","qualifiers":{"executionMode":"priority","threshold":{"operator":">","unit":"tokens","value":272000}}}

F19 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost_batches","qualifiers":{"executionMode":"batches"}}

F20 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost_priority","qualifiers":{"executionMode":"priority"}}

F21 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost_above_272k_tokens_batches","qualifiers":{"executionMode":"batches","threshold":{"operator":">","unit":"tokens","value":272000}}}

F22 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost_above_272k_tokens_priority","qualifiers":{"executionMode":"priority","threshold":{"operator":">","unit":"tokens","value":272000}}}

F23 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost_batches","qualifiers":{"executionMode":"batches"}}

F24 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost_priority","qualifiers":{"executionMode":"priority"}}

F25 — Text input{"billingRole":"input","field":"input_cost_per_token_above_272k_tokens_batches","qualifiers":{"executionMode":"batches","threshold":{"operator":">","unit":"tokens","value":272000}}}

F26 — Text input{"billingRole":"input","field":"input_cost_per_token_above_272k_tokens_priority","qualifiers":{"executionMode":"priority","threshold":{"operator":">","unit":"tokens","value":272000}}}

F27 — Text input{"billingRole":"input","field":"input_cost_per_token_batches","qualifiers":{"executionMode":"batches"}}

F28 — Text input{"billingRole":"input","field":"input_cost_per_token_priority","qualifiers":{"executionMode":"priority"}}

F29 — Text output{"billingRole":"output","field":"output_cost_per_token_above_272k_tokens_batches","qualifiers":{"executionMode":"batches","threshold":{"operator":">","unit":"tokens","value":272000}}}

F30 — Text output{"billingRole":"output","field":"output_cost_per_token_above_272k_tokens_priority","qualifiers":{"executionMode":"priority","threshold":{"operator":">","unit":"tokens","value":272000}}}

F31 — Text output{"billingRole":"output","field":"output_cost_per_token_batches","qualifiers":{"executionMode":"batches"}}

F32 — Text output{"billingRole":"output","field":"output_cost_per_token_priority","qualifiers":{"executionMode":"priority"}}

Source-qualified charges
Source-qualified charges
Charge fieldAmountVariants
F11.5e-07V1
F23e-07V1
F31.2e-08V1
F42.4e-08V1
F51.2e-07V1
F62.4e-07V1
F76e-07V1
F89e-07V1
F11.25e-07V2
F22.5e-07V2
F91.25e-07V2
F106.25e-08V2
F31e-08V2
F42e-08V2
F111e-08V2
F125e-09V2
F51e-07V2
F62e-07V2
F131e-07V2
F145e-08V2
F75e-07V2
F87.5e-07V2
F153.75e-07V2
F162.5e-07V2
F11.375e-07V3
F22.75e-07V3
F31.1e-08V3
F42.2e-08V3
F51.1e-07V3
F62.2e-07V3
F75.5e-07V3
F88.25e-07V3
F11.25e-07V4
F22.5e-07V4
F31e-08V4
F42e-08V4
F51e-07V4
F62e-07V4
F75e-07V4
F87.5e-07V4
F11.375e-07V5
F22.75e-07V5
F31.1e-08V5
F42.2e-08V5
F51.1e-07V5
F62.2e-07V5
F75.5e-07V5
F88.25e-07V5
F11.25e-07V6
F22.5e-07V6
F31e-08V6
F42e-08V6
F51e-07V6
F62e-07V6
F75e-07V6
F87.5e-07V6
F11.25e-07V7
F22.5e-07V7
F171.25e-07V7
F91.25e-07V7
F185e-07V7
F196.25e-08V7
F106.25e-08V7
F202.5e-07V7
F31e-08V7
F42e-08V7
F211e-08V7
F111e-08V7
F224e-08V7
F235e-09V7
F125e-09V7
F242e-08V7
F51e-07V7
F62e-07V7
F251e-07V7
F131e-07V7
F264e-07V7
F275e-08V7
F145e-08V7
F282e-07V7
F75e-07V7
F87.5e-07V7
F293.75e-07V7
F153.75e-07V7
F301.5e-06V7
F312.5e-07V7
F162.5e-07V7
F321e-06V7
F11.25e-07V8
F22.5e-07V8
F31e-08V8
F42e-08V8
F51e-07V8
F62e-07V8
F75e-07V8
F87.5e-07V8
F31e-08V9
F42e-08V9
F51e-07V9
F62e-07V9
F75e-07V9
F87.5e-07V9
F11.375e-07V10
F22.75e-07V10
F31.1e-08V10
F42.2e-08V10
F51.1e-07V10
F62.2e-07V10
F75.5e-07V10
F88.25e-07V10

{"billingRole":null,"currency":null,"modality":null,"normalizationStatus":"opaque","qualifiers":{},"source":"primary-reference","sourcePath":"data/rate-limits/model_prices_and_context_window.json","unit":null}

F1 — Source charge{"field":"search_context_cost_per_query"}

F2 — Source charge{"field":"cache_creation_input_token_cost_above_12hr"}

F3 — Source charge{"field":"cache_creation_input_token_cost_above_12hr_above_272k_tokens"}

F4 — Source charge{"field":"cache_creation_input_token_cost_above_12hr_above_272k_tokens_batches"}

F5 — Source charge{"field":"cache_creation_input_token_cost_above_12hr_above_272k_tokens_flex"}

F6 — Source charge{"field":"cache_creation_input_token_cost_above_12hr_above_272k_tokens_priority"}

F7 — Source charge{"field":"cache_creation_input_token_cost_above_12hr_batches"}

F8 — Source charge{"field":"cache_creation_input_token_cost_above_12hr_flex"}

F9 — Source charge{"field":"cache_creation_input_token_cost_above_12hr_priority"}

F10 — Source charge{"field":"cache_creation_input_token_cost_above_272k_tokens_decisions"}

F11 — Source charge{"field":"cache_creation_input_token_cost_decisions"}

F12 — Source charge{"field":"cache_read_input_token_cost_above_272k_tokens_decisions"}

F13 — Source charge{"field":"cache_read_input_token_cost_decisions"}

F14 — Source charge{"field":"input_cost_per_token_above_272k_tokens_decisions"}

F15 — Source charge{"field":"input_cost_per_token_decisions"}

F16 — Source charge{"field":"output_cost_per_token_above_272k_tokens_decisions"}

F17 — Source charge{"field":"output_cost_per_token_decisions"}

Source-qualified charges — Unit not verified
Source-qualified charges — Unit not verified
Charge fieldAmountVariants
F1{"search_context_size_high":0.014,"search_context_size_low":0.014,"search_context_size_medium":0.014}V1
F1{"search_context_size_high":0.014,"search_context_size_low":0.014,"search_context_size_medium":0.014}V2
F1{"search_context_size_high":0.014,"search_context_size_low":0.014,"search_context_size_medium":0.014}V3
F1{"search_context_size_high":0.01,"search_context_size_low":0.01,"search_context_size_medium":0.01}V4
F1{"search_context_size_high":0.012,"search_context_size_low":0.012,"search_context_size_medium":0.012}V5
F22.5e-07V7
F35e-07V7
F42.5e-07V7
F52.5e-07V7
F61e-06V7
F71.25e-07V7
F81.25e-07V7
F95e-07V7
F102.5e-07V7
F111.25e-07V7
F122e-08V7
F131e-08V7
F142e-07V7
F151e-07V7
F160.0V7
F170.0V7
F1{"search_context_size_high":0.01,"search_context_size_low":0.01,"search_context_size_medium":0.01}V7

{"currency":"USD","modality":"text","normalizationStatus":"normalized","source":"supplemental-reference","sourcePath":"data/rate-limits/missing_models_context_window.json","unit":"USD/token"}

F1 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost","qualifiers":{}}

F2 — Source charge{"billingRole":"cache-creation-input","field":"cache_creation_input_token_cost_above_272k_tokens","qualifiers":{"threshold":{"operator":">","unit":"tokens","value":272000}}}

F3 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost","qualifiers":{}}

F4 — Cached text input{"billingRole":"cached-input","field":"cache_read_input_token_cost_above_272k_tokens","qualifiers":{"threshold":{"operator":">","unit":"tokens","value":272000}}}

F5 — Text input{"billingRole":"input","field":"input_cost_per_token","qualifiers":{}}

F6 — Text input{"billingRole":"input","field":"input_cost_per_token_above_272k_tokens","qualifiers":{"threshold":{"operator":">","unit":"tokens","value":272000}}}

F7 — Text output{"billingRole":"output","field":"output_cost_per_token","qualifiers":{}}

F8 — Text output{"billingRole":"output","field":"output_cost_per_token_above_272k_tokens","qualifiers":{"threshold":{"operator":">","unit":"tokens","value":272000}}}

Source-qualified charges
Source-qualified charges
Charge fieldAmountVariants
F11.25e-07V7
F22.5e-07V7
F31e-08V7
F42e-08V7
F51e-07V7
F62e-07V7
F75e-07V7
F87.5e-07V7

Unit not verified means the source value is retained without interpretation and cannot be compared as a price. null does not mean free.

Capabilities and limits ​

Exact AvalAI capabilities and context
FieldValueCovered IDsSource
max_input_tokens922000V7AvalAI catalog
max_output_tokens128000V7AvalAI catalog
max_requests_per_1_minute10000.0V7AvalAI catalog
max_tokens128000V7AvalAI catalog
max_tokens_per_1_minute20000000.0V7AvalAI catalog
min_tier0V7AvalAI catalog
mode"chat"V7AvalAI catalog
object"model"V7AvalAI catalog
owned_by"openai"V7AvalAI catalog
supported_endpoints["/v1/chat/completions","/v1/responses","/v1/decisions"]V7AvalAI catalog
supports_function_callingtrue — SupportedV7AvalAI catalog
supports_native_streamingtrue — SupportedV7AvalAI catalog
supports_parallel_function_callingtrue — SupportedV7AvalAI catalog
supports_pdf_inputtrue — SupportedV7AvalAI catalog
supports_prompt_cachingtrue — SupportedV7AvalAI catalog
supports_reasoningtrue — SupportedV7AvalAI catalog
supports_response_schematrue — SupportedV7AvalAI catalog
supports_system_messagestrue — SupportedV7AvalAI catalog
supports_tool_choicetrue — SupportedV7AvalAI catalog
supports_visiontrue — SupportedV7AvalAI catalog
supports_web_searchtrue — SupportedV7AvalAI catalog
Rate limits and account access by exact ID
Model IDTierAccessRPMTPMOther limitsSource
V70Available1.010000.0{"max_audio_megabytes_per_1_minute":null,"max_images_per_1_minute":null,"max_requests_per_1_day":null,"max_tokens_per_1_day":2147483647.0,"owner":"openai","provider":"openai"}Exact tier source
V71Available50.0500000.0{"max_audio_megabytes_per_1_minute":null,"max_images_per_1_minute":null,"max_requests_per_1_day":null,"max_tokens_per_1_day":2147483647.0,"owner":"openai","provider":"openai"}Exact tier source
V72Available150.02000000.0{"max_audio_megabytes_per_1_minute":null,"max_images_per_1_minute":null,"max_requests_per_1_day":null,"max_tokens_per_1_day":2147483647.0,"owner":"openai","provider":"openai"}Exact tier source
V73Available250.04000000.0{"max_audio_megabytes_per_1_minute":null,"max_images_per_1_minute":null,"max_requests_per_1_day":null,"max_tokens_per_1_day":2147483647.0,"owner":"openai","provider":"openai"}Exact tier source
V74Available1500.08000000.0{"max_audio_megabytes_per_1_minute":null,"max_images_per_1_minute":null,"max_requests_per_1_day":null,"max_tokens_per_1_day":2147483647.0,"owner":"openai","provider":"openai"}Exact tier source
V75Available10000.020000000.0{"max_audio_megabytes_per_1_minute":null,"max_images_per_1_minute":null,"max_requests_per_1_day":null,"max_tokens_per_1_day":2147483647.0,"owner":"openai","provider":"openai"}Exact tier source

Technical reference observations ​

The sources below are independent and may disagree. Their observations do not override AvalAI prices, capabilities, or supported endpoints.

{"source":"primary-reference","sourcePath":"data/rate-limits/model_prices_and_context_window.json"}V1 V3

{"deprecation_date":"2028-03-11","litellm_provider":"azure","max_input_tokens":922000,"max_output_tokens":128000,"mode":"chat","source":"https://azure.microsoft.com/en-us/blog/gpt-6-astra-sol-and-luna-for-production-agents-in-microsoft-foundry/","supported_endpoints":["/v1/chat/completions","/v1/responses"],"supported_modalities":["text","image"],"supported_output_modalities":["text"],"supports_computer_use":true,"supports_function_calling":true,"supports_max_reasoning_effort":true,"supports_minimal_reasoning_effort":false,"supports_native_streaming":true,"supports_none_reasoning_effort":true,"supports_parallel_function_calling":true,"supports_pdf_input":true,"supports_prompt_caching":true,"supports_reasoning":true,"supports_response_schema":true,"supports_system_messages":true,"supports_tool_choice":true,"supports_vision":true,"supports_web_search":true,"supports_xhigh_reasoning_effort":true}

{"source":"primary-reference","sourcePath":"data/rate-limits/model_prices_and_context_window.json"}V2

{"deprecation_date":"2028-03-11","litellm_provider":"azure","max_input_tokens":922000,"max_output_tokens":128000,"mode":"chat","source":"https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Foundry%20Models'%20and%20armRegionName%20eq%20'eastus'%20and%20priceType%20eq%20'Consumption'","supported_endpoints":["/v1/chat/completions","/v1/responses"],"supported_modalities":["text","image"],"supported_output_modalities":["text"],"supports_computer_use":true,"supports_function_calling":true,"supports_max_reasoning_effort":true,"supports_minimal_reasoning_effort":false,"supports_native_streaming":true,"supports_none_reasoning_effort":true,"supports_parallel_function_calling":true,"supports_pdf_input":true,"supports_prompt_caching":true,"supports_reasoning":true,"supports_response_schema":true,"supports_system_messages":true,"supports_tool_choice":true,"supports_vision":true,"supports_web_search":true,"supports_xhigh_reasoning_effort":true}

{"source":"primary-reference","sourcePath":"data/rate-limits/model_prices_and_context_window.json"}V4

{"litellm_provider":"azure_ai","max_input_tokens":922000,"max_output_tokens":128000,"mode":"chat","source":"https://azure.microsoft.com/en-us/blog/gpt-6-astra-sol-and-luna-for-production-agents-in-microsoft-foundry/","supported_endpoints":["/v1/chat/completions","/v1/responses"],"supported_modalities":["text","image"],"supported_output_modalities":["text"],"supports_computer_use":true,"supports_function_calling":true,"supports_max_reasoning_effort":true,"supports_minimal_reasoning_effort":false,"supports_native_streaming":true,"supports_none_reasoning_effort":true,"supports_parallel_function_calling":true,"supports_pdf_input":true,"supports_prompt_cache_breakpoint":true,"supports_prompt_caching":true,"supports_reasoning":true,"supports_response_schema":true,"supports_system_messages":true,"supports_tool_choice":true,"supports_vision":true,"supports_web_search":true,"supports_xhigh_reasoning_effort":true}

{"source":"primary-reference","sourcePath":"data/rate-limits/model_prices_and_context_window.json"}V5

{"litellm_provider":"bedrock_mantle","max_input_tokens":922000,"max_output_tokens":128000,"mode":"responses","source":"https://docs.aws.amazon.com/bedrock/latest/userguide/model-cards-openai.html","supported_endpoints":["/v1/chat/completions","/v1/responses"],"supported_modalities":["text","image"],"supported_output_modalities":["text"],"supports_function_calling":true,"supports_max_reasoning_effort":true,"supports_minimal_reasoning_effort":false,"supports_none_reasoning_effort":true,"supports_prompt_cache_breakpoint":true,"supports_prompt_caching":true,"supports_reasoning":true,"supports_response_schema":true,"supports_tool_choice":true,"supports_vision":true,"supports_web_search":true,"supports_xhigh_reasoning_effort":true,"use_openai_responses_path":true}

{"source":"primary-reference","sourcePath":"data/rate-limits/model_prices_and_context_window.json"}V6 V10

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{"source":"primary-reference","sourcePath":"data/rate-limits/model_prices_and_context_window.json"}V7

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