Models

GPT 5.3 Chat vs GPT 5.6 Luna

Compare GPT 5.3 Chat from OpenAI and GPT 5.6 Luna from OpenAI on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others through the AIHubMix API.

OpenAIGPT 5.3 ChatOpenAIGPT 5.6 Luna
OpenAI logo
GPT 5.3 Chat
OpenAI · text, image → text

GPT-5.3Chat refers to the GPT-5.3 snapshot currently used in ChatGPT and is optimized for conversational use cases. While GPT-5.2 is recommended for most API applications, GPT-5.3Chat is ideal for testing the latest improvements in chat-based interactions.

Input$1.75 /M
Output$14 /M
Cache read$0.175 /M
OpenAI logo
GPT 5.6 Luna
OpenAI · text, image → text

GPT-5.6 Luna is designed for cost-sensitive, high-volume workloads. It roughly corresponds to the nano model tier used in earlier GPT-5 families.

Input$0.2 /M
Output$1.2 /M
Cache read$0.02 /M

Pricing & Specifications

Prices are per million tokens. Time to First Token and throughput are rolling averages measured on AIHubMix.

GPT 5.3 Chat
GPT 5.6 Luna
Input /M
$1.75
$0.2
Output /M
$14
$1.2
Cache read /M
$0.175
$0.02
Context length
128,000
1,050,000
Max output
16,384
128,000
Time to First Token
0.8 s
5.0 s
Throughput
99.7 tok/s
47.6 tok/s
Modalities
textimage
textimage
Supported Parameters
function callingstructured outputs
toolsthinkingstructured outputs
API Formats
chat_completions · responses
Released
March 3, 2026
July 9, 2026

Promotional prices show the discounted rate; see each model page for promotion windows.

Activity Past 30 Days

Daily traffic served through AIHubMix — how demand for each model is trending.

gpt-5.3-chat-latestgpt-5.6-luna

Tokens / day

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Requests / day

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Performance Past 3 Days

Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.

gpt-5.3-chat-latestgpt-5.6-luna

Throughput (tok/s)

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TTFT (s)

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Uptime (%)

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Cost calculator

Estimate your monthly bill for the same workload on each model.

GPT 5.6 Luna
$30.00 /mo
GPT 5.3 Chat
$315 /mo

Monthly = daily × 30. Discounted rates applied where a promotion is active.

FAQ

Which is cheaper: GPT 5.3 Chat, GPT 5.6 Luna?

GPT 5.6 Luna: $1.2/M output tokens; GPT 5.3 Chat: $14/M. Use the cost calculator above to estimate your own workload.

Which responds faster?

GPT 5.3 Chat: 0.8s time to first token measured on AIHubMix; see the live performance charts above for how each model behaves across the day.

How large is each context window?

GPT 5.3 Chat accepts 128,000 and GPT 5.6 Luna accepts 1,050,000 input tokens. Maximum output per request is 16,384 tokens on GPT 5.3 Chat and 128,000 tokens on GPT 5.6 Luna.

Which one generates tokens faster?

GPT 5.3 Chat at 99.7 tok/s and GPT 5.6 Luna at 47.6 tok/s, measured as output throughput on AIHubMix — a separate metric from time to first token.

What inputs and capabilities does each model support?

GPT 5.3 Chat accepts text and image input and supports function calling and structured outputs; GPT 5.6 Luna accepts text and image input and supports tool calling, thinking and structured outputs.

Can I call GPT 5.3 Chat and GPT 5.6 Luna with the same API key?

Yes. AIHubMix serves every model on this page behind one OpenAI-compatible endpoint, so switching between them is a one-line change to the model field — no second account, key or SDK.

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