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Grok Code Fast 1 vs Maestro Reasoning (Comparative Analysis)

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Comparative Analysis: Grok Code Fast 1 vs. Maestro Reasoning
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Overview

Maestro Reasoning was released 3 months before Grok Code Fast 1.
Grok Code Fast 1Grok Code Fast 1
Maestro ReasoningMaestro Reasoning
Model Provider
The organization behind this AI's development
XAI logoXAI
Arcee AI logoArcee AI
Input Context Window
Maximum input tokens this model can process at once
256K
tokens
131.1K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
10K
tokens
32K
tokens
Release Date
When this model first became publicly available
August 26th, 2025
May 5th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Grok Code Fast 1
Maestro Reasoning
Input Types
Supported input formats
📝Text
📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
GrokOther
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation

Pricing

Grok Code Fast 1 is roughly 0.2x less expensive compared to Maestro Reasoning for input tokens and roughly 0.5x less expensive for output tokens.
Grok Code Fast 1Grok Code Fast 1
Maestro ReasoningMaestro Reasoning
Input Token Cost
Cost per million input tokens
$0.20
per million tokens
$0.90
per million tokens
Output Token Cost
Cost per million outut tokens
$1.50
per million tokens
$3.30
per million tokens

Benchmarks

Compare relevant benchmarks between Grok Code Fast 1 and Maestro Reasoning.
Grok Code Fast 1Grok Code Fast 1
Maestro ReasoningMaestro Reasoning
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 Code Fast 1 and Maestro Reasoning unique.
XAI logoGrok Code Fast 1 by XAI can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 256K token context window. Very affordable at $0.20/M input and $1.50/M output tokens. Released August 26th, 2025.
Arcee AI logoMaestro Reasoning by Arcee AI is a text-based AI model. It can handle standard conversations with its 131.1K token context window. Reasonably priced at $0.90/M input and $3.30/M output tokens. Released May 5th, 2025.

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