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[ARTICLE · art-105090] src=outyet.ai ↗ pub= topic=large-language-models verified=true sentiment=· neutral

GPT-5.6 Luna: Replit expands access to software creation with GPT-5.6 Luna

OpenAI released GPT-5.6 Luna via its API on July 9, 2026, with vendor-reported HealthBench Professional score of 55.7, HealthBench score of 55.8, HealthBench Hard score of 32, and HealthBench Consensus score of 95.1. The model also scored 73.16 on BenchLM.ai's Coding leaderboard (#6), 53.32 on Agentic (#44), 81.5 on Knowledge (#12), 66.1 on Multimodal Grounded (#18), and 22.7 on Epoch AI's GDP.pdf benchmark.

read6 min views3 publishedAug 19, 2026
GPT-5.6 Luna: Replit expands access to software creation with GPT-5.6 Luna
Image: Outyet (auto-discovered)

OpenAIGPT-5.6 Luna Yes.

About GPT-5.6 Luna #

OpenAI's GPT-5.6 Luna model, tracked with official availability evidence and vendor-reported HealthBench results.

How we confirmed it

Released via the API

July 9, 2026 at 12:00 PM UTC

An administrator marked this model available (silently).

Open detection source → Release timeline

- 2026-07-09T22:47:30.794Z First official availability observed
- 2026-07-09T22:47:30.794Z Availability confirmed after the second check

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Benchmarks

HealthBench Professionalvendor-reported

GPT-5.6 Luna · via openai-system-card · captured Jul 10, 2026 · source 55.7

HealthBenchvendor-reported

GPT-5.6 Luna · via openai-system-card · captured Jul 10, 2026 · source 55.8

HealthBench Hardvendor-reported

GPT-5.6 Luna · via openai-system-card · captured Jul 10, 2026 · source 32

HealthBench Consensusvendor-reported

GPT-5.6 Luna · via openai-system-card · captured Jul 10, 2026 · source 95.1

Coding#6

GPT-5.6 Luna · via BenchLM.ai · captured Aug 20, 2026 · source 73.16

Agentic#44

GPT-5.6 Luna · via BenchLM.ai · captured Aug 20, 2026 · source 53.32

Knowledge#12

GPT-5.6 Luna · via BenchLM.ai · captured Aug 20, 2026 · source 81.5

MultimodalGrounded#18

GPT-5.6 Luna · via BenchLM.ai · captured Aug 20, 2026 · source 66.1

GDP.pdf

GPT 5.6 Luna · via Epoch AI · captured Aug 20, 2026 · source 22.7

Sourced metrics mirrored with attribution - not community sentiment.

Data from [BenchLM.ai](https://benchlm.ai).

Data from [Epoch AI, “AI Benchmarking Hub”](https://epoch.ai/benchmarks) (CC BY 4.0).

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OutYet reporting

GPT-5.6 Sol's ChatGPT update is a product-layer change, not an API revisionOpenAI says it has altered the ChatGPT behavior of GPT-5.6 Sol while leaving its Work and Codex version unchanged. The distinction matters more to developers than the presentation-level reliability claims.

GPT-5.6 Sol gets a ChatGPT-specific tuning pass, not a new Work or Codex modelOpenAI's August 6 update changes GPT-5.6 Sol behavior inside ChatGPT and adds an effort control, while explicitly leaving the Work and Codex versions untouched.

GPT-5.6 Sol gets a faster lane while OpenAI cuts prices below itOpenAI's latest GPT-5.6 update leaves Sol's standard API price intact but replaces Priority Processing with Fast mode, while lower-tier Terra and Luna receive substantial price reductions.

GPT-5.6 Sol on Bedrock makes prompt-cache placement a deployment decisionAWS has added explicit prompt caching for the GPT-5.6 family on Bedrock, giving teams control over which repeated agent context is reused and making cache telemetry part of production tuning.

GPT-5.6 Sol on Bedrock adds explicit prompt caching for repeated agent contextThe new Bedrock option changes how Sol users can manage repeated prompt prefixes, but the savings depend on deliberate cache placement and real workload reuse.

GPT-5.6’s latest change is about operating cost, not a new model tierOpenAI has reduced GPT-5.6 Luna and Terra pricing and replaced priority processing for Sol with Fast mode. AWS’s new Bedrock integration adds a concrete path to capture repeated-context savings, but the benefit depends on workload shape.

AWS's GPT-5.6 guide makes the deployment trade-offs more concreteA new Amazon Bedrock implementation guide clarifies how GPT-5.6 Sol, Terra, and Luna fit into an AWS-controlled inference path, including the regions, caching mechanics, and retention caveat engineers need to evaluate.

GPT-5.6 Sol reaches Amazon Bedrock with a different operational contractAWS has added the GPT-5.6 family to Bedrock through an OpenAI-compatible Responses API. The change matters most to teams that need AWS identity, regional processing, and observability around agentic workloads.

AWS Adds GPT-5.6 Sol to Bedrock With an OpenAI-Compatible PathAmazon Bedrock now exposes GPT-5.6 Sol, Terra, and Luna through a dedicated OpenAI Responses API endpoint. The useful story for engineering teams is not merely another hosting option, but the operational differences in context limits, credentials, caching, and data handling.

GPT-5.6 Sol on Bedrock is a deployment option, not a new model generationAWS has made GPT-5.6 Sol, Terra, and Luna generally available through Amazon Bedrock. The practical change is a new route for teams that need AWS-native identity, regional processing, and quota management while retaining the OpenAI Responses API.

GPT-5.6 Sol gains a Bedrock route, but deployment is not a zero-config switchAWS has added GPT-5.6 Sol, Terra, and Luna to Bedrock through a distinct OpenAI-compatible endpoint, creating a practical deployment option with regional, authentication, and integration constraints.

GPT-5.6 Sol on Bedrock is a distinct API surface, not a simple model switchAWS’s Bedrock guidance makes GPT-5.6 Sol practical for existing AWS estates, but its endpoint, regional scope, caching rules, and supported interfaces require deliberate integration work.

AWS gives GPT-5.6 an enterprise integration path through BedrockAWS has documented GPT-5.6 Sol, Terra, and Luna for Amazon Bedrock, pairing the model family with regional inference, IAM controls, and explicit prompt-cache breakpoints. The material change is an additional deployment surface, with region and data-retention constraints that technical teams still need to assess.

AWS adds GPT-5.6 models to Bedrock, with caching and region limitsThe Bedrock route brings GPT-5.6 Sol, Terra, and Luna to AWS customers through the Responses API. The practical details are the cache controls, data-handling terms, and uneven regional footprint.

GPT-5.6 Sol reaches Amazon Bedrock with cache economics and regional constraintsAWS has made OpenAI's GPT-5.6 family available through Bedrock, giving AWS-standardized teams an OpenAI-compatible route with meaningful configuration and data-handling tradeoffs.

AWS adds GPT-5.6 tiers to Bedrock, with regional and routing constraintsThe new Bedrock path gives AWS customers GPT-5.6 Sol, Terra, and Luna through existing cloud controls, but the flagship tier has a narrower regional footprint and the performance case remains provider-reported.

GPT-5.6 Sol on Bedrock turns model choice into an AWS architecture decisionAmazon Bedrock now offers OpenAI's GPT-5.6 tiers through the Responses API, pairing Sol's high-reasoning setting with AWS-specific controls for regional execution, identity, auditing, and prompt caching.

AWS adds a new deployment path for GPT-5.6 workloadsAWS's GPT-5.6 Bedrock announcement is chiefly an operational change: teams can weigh region, caching, identity controls, and existing AWS commitments alongside model tier and benchmark claims.

AWS adds GPT-5.6 Sol, Terra, and Luna to Amazon BedrockAWS says the GPT-5.6 family is available through Bedrock, adding a cloud-platform route shortly after OpenAI's own general-availability announcement.

[Compare GPT-5.6 Luna with another model →](/compare?models=gpt-5-6-luna)

Also waiting on: [Gemini 3.5 Pro](/models/gemini-3-5-pro), [Claude Fable 5.1](/models/claude-fable-5-1), [Claude Mythos 5.1](/models/claude-mythos-5-1), [GLM-6](/models/glm-6)

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