GPT-6 is a released OpenAI model powering ChatGPT’s new Intelligent UI, delivering interactive visual outputs and faster responses. It is rolling out across paid tiers first, with free tiers following; variants include GPT-6 Sol (paid) and GPT-6 Luna (free).
CURRENT SNAPSHOT4/5 DIMENSIONS WITH DATA
The dimensions that change the decision.
PRICING
Token pricing for Sol and LunaReported prices: GPT-6 Sol at $2 per million input tokens and $10 per million output tokens; GPT-6 Luna at $0.10 per million input tokens and $0.50 per million output tokens.
Benchmark and cost comparisons (reported by OpenAI)According to OpenAI, on OSWorld 2.0 GPT-6 delivers results similar to Claude Opus 5 at roughly 80% lower cost; on AutomationBench, OpenAI reported GPT-6 Sol at highest effort beats Claude Opus 5 with estimated cost per task at about 9% of Opus's.
Decisions API support and input-token pricing for gpt-6-lunaThe new Decisions API supports only gpt-6-luna so far, priced at $0.10 per million input tokens; output tokens are free (public beta, with general availability planned).
CONTEXT WINDOW
Not established from the available sources.
MODALITIES
Input/output modalityIn the evaluation, GPT-6 configurations took a single image as input and wrote executable Blender code (text/code) to construct the 3D scene.
Multimodal (text + interactive visuals)GPT‑6 produces multimodal outputs that combine text with interactive visuals such as diagrams, charts, forms, tappable buttons, and other elements users can interact with directly.
BENCHMARKS
LEGO-Bench — GPT-6 Astra scoresGPT-6 Astra scored 53.4% on indoor scenes and 39.6% on outdoor scenes on the LEGO-Bench benchmark.
LEGO-Bench — weaker configurationsWeaker GPT-6 configurations scored around 15% on the LEGO-Bench benchmark.
Reduced latency and improved search performance (internal tests)OpenAI says GPT‑6 can respond while still "thinking," which it claims cuts wait times by 44%; in internal tests GPT‑6 scored higher than its predecessor (GPT‑5.6) on difficult web searches using this method.
AVAILABILITY
Rollout schedule by tierGPT‑6 and Intelligent UI roll out first to paid tiers (Pro, Plus, Business, and Enterprise) and are scheduled to reach Free and Go users the following day.
Product variants (paid vs free)OpenAI provides model variants: paying customers receive GPT‑6 Sol while free users receive GPT‑6 Luna.
RELEASE · Rollout with Intelligent UIDEVELOPER CLAIM
GPT‑6 is rolling out globally in ChatGPT as the model powering the new "Intelligent UI" experience that delivers faster responses with visuals and interactive experiences.
OTHER · Prompt caching improvementsDEVELOPER CLAIM
GPT-6 improves prompt caching with higher cache hit rates, new diagnostics, explicit breakpoints, and controls intended to reduce latency and costs.
AVAILABILITY · Rollout schedule by tierDEVELOPER CLAIM
GPT‑6 and Intelligent UI roll out first to paid tiers (Pro, Plus, Business, and Enterprise) and are scheduled to reach Free and Go users the following day.
GPT-6 Sol is described as designed for demanding, recurring development and operations tasks—implementing features, debugging, refactoring and reviewing code, analyzing data, and completing multistep processes across tools.
OTHER · Factuality compared to GPT-5.6 (Sol)DEVELOPER CLAIM
On an internal factuality evaluation, OpenAI found that GPT-6 Sol made approximately half as many factual mistakes as GPT-5.6 Sol.
PRICING · Token pricing for Sol and LunaDEVELOPER CLAIM
Reported prices: GPT-6 Sol at $2 per million input tokens and $10 per million output tokens; GPT-6 Luna at $0.10 per million input tokens and $0.50 per million output tokens.
AVAILABILITY · Product variants (paid vs free)DEVELOPER CLAIM
OpenAI provides model variants: paying customers receive GPT‑6 Sol while free users receive GPT‑6 Luna.
PRICING · Benchmark and cost comparisons (reported by OpenAI)DEVELOPER CLAIM
According to OpenAI, on OSWorld 2.0 GPT-6 delivers results similar to Claude Opus 5 at roughly 80% lower cost; on AutomationBench, OpenAI reported GPT-6 Sol at highest effort beats Claude Opus 5 with estimated cost per task at about 9% of Opus's.
CAPABILITIES · Image-to-Code scene generationDEVELOPER CLAIM
Tested GPT-6 configurations produced a usable, editable 3D scene (as executable Blender code) from a single photo almost every time in the LEGO-Anything/Image-to-Code evaluation.
MODALITIES · Input/output modalityDEVELOPER CLAIM
In the evaluation, GPT-6 configurations took a single image as input and wrote executable Blender code (text/code) to construct the 3D scene.
The benchmark and results indicate key failure modes include poor self-assessment and limited geometric accuracy; accuracy declines with greater scene complexity and is lower for outdoor scenes.
GPT‑6 produces multimodal outputs that combine text with interactive visuals such as diagrams, charts, forms, tappable buttons, and other elements users can interact with directly.
CAPABILITIES · Interactive tools and mini-appsDEVELOPER CLAIM
GPT‑6 can generate interactive tools and mini-apps (for example, a savings calculator with sliders, editable graphs, or a seat-map explorer) that adapt automatically to the user’s request.
PRICING · Decisions API support and input-token pricing for gpt-6-lunaDEVELOPER CLAIM
The new Decisions API supports only gpt-6-luna so far, priced at $0.10 per million input tokens; output tokens are free (public beta, with general availability planned).
OpenAI says GPT‑6 can respond while still "thinking," which it claims cuts wait times by 44%; in internal tests GPT‑6 scored higher than its predecessor (GPT‑5.6) on difficult web searches using this method.
LIMITATIONS · Visuals are optional and curatedDEVELOPER CLAIM
Not every GPT‑6 answer will include visuals; OpenAI says visuals are added when they add value and users can request fewer visuals if they prefer.
WHAT CHANGED
Stored passport versions, without reconstructed history.
Passport updated18 facts
AVAILABILITY · Availability on Amazon Bedrock− GPT-6 Sol and GPT-6 Luna are generally available on Amazon Bedrock.
AVAILABILITY · Availability in ChatGPT products and API− At launch both GPT-6 Sol and GPT-6 Luna are available in ChatGPT Work and Codex for most paid accounts and via the ChatGPT API; Luna is also available in the desktop app and for Free and Go users, with a gradual rollout in ChatGPT.
PRICING · Decisions API support and input-token pricing for gpt-6-luna+ The new Decisions API supports only gpt-6-luna so far, priced at $0.10 per million input tokens; output tokens are free (public beta, with general availability planned).
CAPABILITIES · Interactive tools and mini-apps+ GPT‑6 can generate interactive tools and mini-apps (for example, a savings calculator with sliders, editable graphs, or a seat-map explorer) that adapt automatically to the user’s request.
BENCHMARKS · Reduced latency and improved search performance (internal tests)+ OpenAI says GPT‑6 can respond while still "thinking," which it claims cuts wait times by 44%; in internal tests GPT‑6 scored higher than its predecessor (GPT‑5.6) on difficult web searches using this method.
MODALITIES · Multimodal (text + interactive visuals)+ GPT‑6 produces multimodal outputs that combine text with interactive visuals such as diagrams, charts, forms, tappable buttons, and other elements users can interact with directly.
RELEASE · Rollout with Intelligent UI+ GPT‑6 is rolling out globally in ChatGPT as the model powering the new "Intelligent UI" experience that delivers faster responses with visuals and interactive experiences.
AVAILABILITY · Rollout schedule by tier+ GPT‑6 and Intelligent UI roll out first to paid tiers (Pro, Plus, Business, and Enterprise) and are scheduled to reach Free and Go users the following day.
AVAILABILITY · Product variants (paid vs free)+ OpenAI provides model variants: paying customers receive GPT‑6 Sol while free users receive GPT‑6 Luna.
RELEASE · New GPT-6 variants released− OpenAI introduced GPT-6 Sol and GPT-6 Luna as members of the GPT-6 family, described as models that bring frontier intelligence to everyday work with different balances of capability and cost.
LIMITATIONS · Visuals are optional and curated+ Not every GPT‑6 answer will include visuals; OpenAI says visuals are added when they add value and users can request fewer visuals if they prefer.
Passport updated13 facts
LIMITATIONS · Observed limitations / failure modes+ The benchmark and results indicate key failure modes include poor self-assessment and limited geometric accuracy; accuracy declines with greater scene complexity and is lower for outdoor scenes.
CAPABILITIES · Image-to-Code scene generation+ Tested GPT-6 configurations produced a usable, editable 3D scene (as executable Blender code) from a single photo almost every time in the LEGO-Anything/Image-to-Code evaluation.
MODALITIES · Input/output modality+ In the evaluation, GPT-6 configurations took a single image as input and wrote executable Blender code (text/code) to construct the 3D scene.
BENCHMARKS · LEGO-Bench — GPT-6 Astra scores+ GPT-6 Astra scored 53.4% on indoor scenes and 39.6% on outdoor scenes on the LEGO-Bench benchmark.
BENCHMARKS · LEGO-Bench — weaker configurations+ Weaker GPT-6 configurations scored around 15% on the LEGO-Bench benchmark.
Passport updated8 facts
No public fact values changed.
Passport updated8 facts
AVAILABILITY · Availability on Amazon BedrockGPT-6 Sol and GPT-6 Luna are generally available on Amazon Bedrock.→GPT-6 Sol and GPT-6 Luna are generally available on Amazon Bedrock.
PRICING · Benchmark and cost comparisons (reported by OpenAI)According to OpenAI, on OSWorld 2.0 GPT-6 delivers results similar to Claude Opus 5 at roughly 80% lower cost; on AutomationBench, OpenAI reported GPT-6 Sol at highest effort beats Claude Opus 5 with estimated cost per task at about 9% of Opus's.→According to OpenAI, on OSWorld 2.0 GPT-6 delivers results similar to Claude Opus 5 at roughly 80% lower cost; on AutomationBench, OpenAI reported GPT-6 Sol at highest effort beats Claude Opus 5 with estimated cost per task at about 9% of Opus's.
AVAILABILITY · Availability in ChatGPT products and APIAt launch both GPT-6 Sol and GPT-6 Luna are available in ChatGPT Work and Codex for most paid accounts and via the ChatGPT API; Luna is also available in the desktop app and for Free and Go users, with a gradual rollout in ChatGPT.→At launch both GPT-6 Sol and GPT-6 Luna are available in ChatGPT Work and Codex for most paid accounts and via the ChatGPT API; Luna is also available in the desktop app and for Free and Go users, with a gradual rollout in ChatGPT.
OTHER · Factuality compared to GPT-5.6 (Sol)On an internal factuality evaluation, OpenAI found that GPT-6 Sol made approximately half as many factual mistakes as GPT-5.6 Sol.→On an internal factuality evaluation, OpenAI found that GPT-6 Sol made approximately half as many factual mistakes as GPT-5.6 Sol.
OTHER · Prompt caching improvementsGPT-6 improves prompt caching with higher cache hit rates, new diagnostics, explicit breakpoints, and controls intended to reduce latency and costs.→GPT-6 improves prompt caching with higher cache hit rates, new diagnostics, explicit breakpoints, and controls intended to reduce latency and costs.
CAPABILITIES · Primary capabilities (Sol)GPT-6 Sol is described as designed for demanding, recurring development and operations tasks—implementing features, debugging, refactoring and reviewing code, analyzing data, and completing multistep processes across tools.→GPT-6 Sol is described as designed for demanding, recurring development and operations tasks—implementing features, debugging, refactoring and reviewing code, analyzing data, and completing multistep processes across tools.
PRICING · Token pricing for Sol and LunaReported prices: GPT-6 Sol at $2 per million input tokens and $10 per million output tokens; GPT-6 Luna at $0.10 per million input tokens and $0.50 per million output tokens.→Reported prices: GPT-6 Sol at $2 per million input tokens and $10 per million output tokens; GPT-6 Luna at $0.10 per million input tokens and $0.50 per million output tokens.
RELEASE · New GPT-6 variants releasedOpenAI introduced GPT-6 Sol and GPT-6 Luna as members of the GPT-6 family, described as models that bring frontier intelligence to everyday work with different balances of capability and cost.→OpenAI introduced GPT-6 Sol and GPT-6 Luna as members of the GPT-6 family, described as models that bring frontier intelligence to everyday work with different balances of capability and cost.
Passport created8 facts
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