Models

GPT 5.6 Luna vs grok-4-1-fast-non-reasoning

Compare GPT 5.6 Luna from OpenAI and grok-4-1-fast-non-reasoning from Grok on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others through the AIHubMix API.

OpenAIGPT 5.6 LunaGrokgrok-4-1-fast-non-reasoning
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
Grok logo
grok-4-1-fast-non-reasoning
Grok · text, image → text

Grok 4.1 is a new conversational model with significant improvements in real-world usability, delivering exceptional performance in creative, emotional, and collaborative interactions. It is more perceptive to nuanced user intent, more engaging to converse with, and more coherent in personality, while fully preserving its core intelligence and reliability. Built on large-scale reinforcement learning infrastructure, the model is optimized for style, personality, helpfulness, and alignment, and leverages frontier agentic reasoning models as reward evaluators to autonomously assess and iterate on responses at scale, significantly enhancing overall interaction quality.

Input$0.2 /M
Output$0.5 /M
Cache read$0.05 /M

Pricing & Specifications

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

GPT 5.6 Luna
grok-4-1-fast-non-reasoning
Input /M
$0.2
$0.2
Output /M
$1.2
$0.5
Cache read /M
$0.02
$0.05
Context length
1,050,000
1,000,000
Max output
128,000
0
Time to First Token
5.1 s
0.7 s
Throughput
47.6 tok/s
72.1 tok/s
Modalities
textimage
textimage
Supported Parameters
toolsthinkingstructured outputs
toolsfunction callingstructured outputs
API Formats
chat_completions · responses
Released
July 9, 2026
November 19, 2025

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-5.6-lunagrok-4-1-fast-non-reasoning

Tokens / day

-

Requests / day

-

Performance Past 3 Days

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

gpt-5.6-lunagrok-4-1-fast-non-reasoning

Throughput (tok/s)

-

TTFT (s)

-

Uptime (%)

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Cost calculator

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

grok-4-1-fast-non-reasoning
$19.50 /mo
GPT 5.6 Luna
$30.00 /mo

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

FAQ

Which is cheaper: GPT 5.6 Luna, grok-4-1-fast-non-reasoning?

grok-4-1-fast-non-reasoning: $0.5/M output tokens; GPT 5.6 Luna: $1.2/M. Use the cost calculator above to estimate your own workload.

Which responds faster?

grok-4-1-fast-non-reasoning: 0.7s 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 5.6 Luna accepts 1,050,000 and grok-4-1-fast-non-reasoning accepts 1,000,000 input tokens.

Which one generates tokens faster?

grok-4-1-fast-non-reasoning at 72.1 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 5.6 Luna accepts text and image input and supports tool calling, thinking and structured outputs; grok-4-1-fast-non-reasoning accepts text and image input and supports tool calling, function calling and structured outputs.

Can I call GPT 5.6 Luna and grok-4-1-fast-non-reasoning 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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