Price Per TokenPrice Per Token
Arcee AI
vs
OpenAI
OpenAI

Maestro Reasoning vs GPT-5

A detailed comparison of pricing, benchmarks, and capabilities

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Key Takeaways

Maestro Reasoning wins:

  • Cheaper input tokens
  • Cheaper output tokens
  • Has reasoning mode

GPT-5 wins:

  • Larger context window
  • Faster response time
  • Higher intelligence benchmark
  • Better at coding
  • Better at math
  • Supports vision
  • Supports tool calls
Price Advantage
Maestro Reasoning
Benchmark Advantage
GPT-5
Context Window
GPT-5
Speed
GPT-5

Pricing Comparison

Price Comparison

MetricMaestro ReasoningGPT-5Winner
Input (per 1M tokens)$0.90$1.25 Maestro Reasoning
Output (per 1M tokens)$3.30$10.00 Maestro Reasoning
Cache Read (per 1M)N/A$125000.00 GPT-5
Using a 3:1 input/output ratio, Maestro Reasoning is 56% cheaper overall.

Maestro Reasoning Providers

Together $0.90 (Cheapest)

GPT-5 Providers

OpenAI $1.25 (Cheapest)
Azure $1.25 (Cheapest)

Benchmark Comparison

8
Benchmarks Compared
0
Maestro Reasoning Wins
0
GPT-5 Wins

Benchmark Scores

BenchmarkMaestro ReasoningGPT-5Winner
Intelligence Index
Overall intelligence score
-44.6-
Coding Index
Code generation & understanding
-36.0-
Math Index
Mathematical reasoning
-94.3-
MMLU Pro
Academic knowledge
-87.1-
GPQA
Graduate-level science
-85.4-
LiveCodeBench
Competitive programming
-84.6-
Aider
Real-world code editing
-88.0-
AIME
Competition math
-95.7-
GPT-5 significantly outperforms in coding benchmarks.

Cost vs Quality

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Context & Performance

Context Window

Maestro Reasoning
131,072
tokens
Max output: 32,000 tokens
GPT-5
400,000
tokens
Max output: 128,000 tokens
GPT-5 has a 67% larger context window.

Speed Performance

MetricMaestro ReasoningGPT-5Winner
Tokens/secondN/A83.1 tok/s
Time to First TokenN/A109.19s

Capabilities

Feature Comparison

FeatureMaestro ReasoningGPT-5
Vision (Image Input)
Tool/Function Calls
Reasoning Mode
Audio Input
Audio Output
PDF Input
Prompt Caching
Web Search

License & Release

PropertyMaestro ReasoningGPT-5
LicenseOpen SourceProprietary
AuthorArcee AIOpenAI
ReleasedMay 2025Aug 2025

Maestro Reasoning Modalities

Input
text
Output
text

GPT-5 Modalities

Input
textimagefile
Output
text

Related Comparisons

Compare Maestro Reasoning with:

Compare GPT-5 with:

Frequently Asked Questions

Maestro Reasoning has cheaper input pricing at $0.90/M tokens. Maestro Reasoning has cheaper output pricing at $3.30/M tokens.
GPT-5 scores higher on coding benchmarks with a score of 36.0, compared to Maestro Reasoning's score of N/A.
Maestro Reasoning has a 131,072 token context window, while GPT-5 has a 400,000 token context window.
Maestro Reasoning does not support vision. GPT-5 supports vision.