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Qwen3 VL 30B A3B Instruct vs Spotlight (Comparative Analysis)

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Comparative Analysis: Qwen3 VL 30B A3B Instruct vs. Spotlight
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Overview

Spotlight was released 5 months before Qwen3 VL 30B A3B Instruct.
Qwen3 VL 30B A3B InstructQwen3 VL 30B A3B Instruct
SpotlightSpotlight
Model Provider
The organization behind this AI's development
Qwen logoQwen
Arcee AI logoArcee AI
Input Context Window
Maximum input tokens this model can process at once
131.1K
tokens
131.1K
tokens
Output Token Limit
Maximum output tokens this model can generate at once
131.1K
tokens
65.5K
tokens
Release Date
When this model first became publicly available
October 6th, 2025
May 5th, 2025

Capabilities & Features

Compare supported features, modalities, and advanced capabilities
Qwen3 VL 30B A3B Instruct
Spotlight
Input Types
Supported input formats
📝Text🖼️Image
🖼️Image📝Text
Output Types
Supported output formats
📝Text
📝Text
Tokenizer
Text encoding system
Qwen3Other
Key Features
Advanced capabilities
Function CallingStructured OutputReasoning ModeContent Moderation
Function CallingStructured OutputReasoning ModeContent Moderation
Open Source
Model availability
Available on HuggingFace →Proprietary

Pricing

Qwen3 VL 30B A3B Instruct is roughly 0.8x less expensive compared to Spotlight for input tokens and roughly 5.6x more expensive for output tokens.
Qwen3 VL 30B A3B InstructQwen3 VL 30B A3B Instruct
SpotlightSpotlight
Input Token Cost
Cost per million input tokens
$0.14
per million tokens
$0.18
per million tokens
Output Token Cost
Cost per million outut tokens
$1.00
per million tokens
$0.18
per million tokens

Benchmarks

Compare relevant benchmarks between Qwen3 VL 30B A3B Instruct and Spotlight.
Qwen3 VL 30B A3B InstructQwen3 VL 30B A3B Instruct
SpotlightSpotlight
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 Qwen3 VL 30B A3B Instruct and Spotlight unique.
Qwen logoQwen3 VL 30B A3B Instruct by Qwen understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 131.1K token context window. Very affordable at $0.14/M input and $1.00/M output tokens. Released October 6th, 2025.
Arcee AI logoSpotlight by Arcee AI understands both text and images. It can handle standard conversations with its 131.1K token context window. Very affordable at $0.18/M input and $0.18/M output tokens. Released May 5th, 2025.

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