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Grok 4 Fast vs Nova Premier 1.0 (Comparative Analysis)

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Comparative Analysis: Grok 4 Fast vs. Nova Premier 1.0
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Overview

Grok 4 Fast was released 1 month before Nova Premier 1.0.
Grok 4 FastGrok 4 Fast
Nova Premier 1.0Nova Premier 1.0
Model Provider
The organization behind this AI's development
XAI logoXAI
Amazon logoAmazon
Input Context Window
Maximum input tokens this model can process at once
2M
tokens
1M
tokens
Output Token Limit
Maximum output tokens this model can generate at once
30K
tokens
32K
tokens
Release Date
When this model first became publicly available
September 19th, 2025
October 31st, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Grok 4 Fast
Nova Premier 1.0
Input Types
Supported input formats
📝Text🖼️Image
📝Text🖼️Image
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GrokNova
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation

Pricing

Grok 4 Fast is roughly 0.08x less expensive compared to Nova Premier 1.0 for input tokens and roughly 0.04x less expensive for output tokens.
Grok 4 FastGrok 4 Fast
Nova Premier 1.0Nova Premier 1.0
Input Token Cost
Cost per million input tokens
$0.20
per million tokens
$2.50
per million tokens
Output Token Cost
Cost per million outut tokens
$0.50
per million tokens
$12.50
per million tokens

Benchmarks

Compare relevant benchmarks between Grok 4 Fast and Nova Premier 1.0.
Grok 4 FastGrok 4 Fast
Nova Premier 1.0Nova Premier 1.0
MMLU
Measures knowledge across 57 subjects like law, math, history, and science
Benchmark not available.
Benchmark not available.
MMMU
Measures understanding of combined text and images across various domains
Benchmark not available.
Benchmark not available.
HellaSwag
Measures common sense reasoning by having models complete sentences about everyday situations
Benchmark not available.
Benchmark not available.

At a Glance

Quick overview of what makes Grok 4 Fast and Nova Premier 1.0 unique.
XAI logoGrok 4 Fast by XAI understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 2M token context window. Very affordable at $0.20/M input and $0.50/M output tokens. Released September 19th, 2025.
Amazon logoNova Premier 1.0 by Amazon understands both text and images, can use external tools and APIs. It can handle standard conversations with its 1M token context window. Reasonably priced at $2.50/M input and $12.50/M output tokens. Includes built-in content moderation for safer outputs. Released October 31st, 2025.

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