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Muse Spark 1.1 vs Qwen2.5 Coder 32B Instruct

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Muse Spark 1.1 and Qwen2.5 Coder 32B Instruct.

Meta

Muse Spark 1.1

Muse Spark 1.1 is a multimodal reasoning model from Meta, built for agentic tasks. It accepts text, images, video, audio, and PDF documents and returns text, with a 1M-token context...

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Alibaba

Qwen2.5 Coder 32B Instruct

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). Qwen2.5-Coder brings the following improvements upon CodeQwen1.5: - Significantly improvements in **code generation**, **code reasoning**...

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Technical Specifications

SpecificationMuse Spark 1.1Qwen2.5 Coder 32B Instruct
ProviderMetaAlibaba
Context Window1,048,576 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-07-162024-11-11

API Pricing Comparison

Input Price per Million Tokens

Muse Spark 1.1

$1.25

Qwen2.5 Coder 32B Instruct

$0.66

Output Price per Million Tokens

Muse Spark 1.1

$4.25

Qwen2.5 Coder 32B Instruct

$1.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs8120.0%
Muse Spark 1.1
Qwen2.5 Coder 32B Instruct
HumanEvalPython coding & logic synthesis
N/Avs9150.0%
Muse Spark 1.1
Qwen2.5 Coder 32B Instruct
MATHComplex mathematical problem solving
N/Avs6800.0%
Muse Spark 1.1
Qwen2.5 Coder 32B Instruct
GPQAGraduate-level expert reasoning
N/Avs4050.0%
Muse Spark 1.1
Qwen2.5 Coder 32B Instruct
HellaSwagCommonsense reasoning and inference
N/Avs8400.0%
Muse Spark 1.1
Qwen2.5 Coder 32B Instruct
MT-BenchMulti-turn conversation flow quality
N/Avs885.0%
Muse Spark 1.1
Qwen2.5 Coder 32B Instruct

Muse Spark 1.1 Quirks & Gotchas

No developer gotchas reported.

Qwen2.5 Coder 32B Instruct Quirks & Gotchas

No developer gotchas reported.