Gemini 2.5 Flash vs Virtuoso Large (Comparative Analysis)
Loading comparison form...
Comparative Analysis: Gemini 2.5 Flash vs. Virtuoso Large
Want to try out these models side by side?Try Magica for free
Overview
Virtuoso Large was released 1 month before Gemini 2.5 Flash.
 Gemini 2.5 Flash |  Virtuoso Large | |
|---|---|---|
Model Provider The organization behind this AI's development | Google | Arcee AI |
Input Context Window Maximum input tokens this model can process at once | 1M tokens | 131.1K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 65.5K tokens | 64K tokens |
Release Date When this model first became publicly available | June 17, 2025 1 year ago June 17th, 2025 | May 5, 2025 1 year ago May 5th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | January 31, 2025 | March 31, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Gemini 2.5 Flash | Virtuoso Large | |
|---|---|---|
Input Types Supported input formats | 📁File🖼️Image📝Text🎵Audio🎬Video | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Optional | Not reported |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Gemini | Other |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | ✓Function CallingStructured OutputReasoning ModeContent Moderation |
Pricing
Gemini 2.5 Flash is roughly 0.4x less expensive compared to Virtuoso Large for input tokens and roughly 2.1x more expensive for output tokens.
| Gemini 2.5 Flash | Virtuoso Large | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.30 per million tokens | $0.75 per million tokens |
Output Token Cost Cost per million output tokens | $2.50 per million tokens | $1.20 per million tokens |
Web Search Cost Additional cost for each web search operation | $0.014 per search | Not specified |
Cache Read Cost Cost to reuse cached input tokens | $0.03 per million tokens | Not specified |
Cache Write Cost Cost to write input tokens to the cache | $0.08 per million tokens | Not specified |
Reasoning Token Cost Cost for internal reasoning tokens | $2.50 per million tokens | Not specified |
Image Input Cost Additional cost for each image input | $0.0000003 per image | Not specified |
Audio Input Cost Additional cost for audio input | $0.000001 per unit | Not specified |
Audio Cache Cost Cost to reuse cached audio input tokens | $0.10 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between Gemini 2.5 Flash and Virtuoso Large.
| Gemini 2.5 Flash | Virtuoso Large | |
|---|---|---|
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,159 Elo (#67 in Data Viz (48.4% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes Gemini 2.5 Flash and Virtuoso Large unique.
Gemini 2.5 Flash by Google understands both text and images, handles audio, analyzes video, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Reasonably priced at $0.30/M input and $2.50/M output tokens. Released June 17th, 2025.Virtuoso Large by Arcee AI can use external tools and APIs. It can handle standard conversations with its 131.1K token context window. Reasonably priced at $0.75/M input and $1.20/M output tokens. Released May 5th, 2025.Explore More Comparisons
Compare your models with top performers across different categories
Compare Gemini 2.5 Flash with:
🚀Programming
Best models for coding and development
🎨Creative & Roleplay
Models optimized for creative writing
📢Marketing
Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
Scientific research and analysis
🌐Translation
Multilingual translation tasks
Compare Virtuoso Large with:
🚀Programming
Best models for coding and development
🎨Creative & Roleplay
Models optimized for creative writing
📢Marketing
Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
Scientific research and analysis
🌐Translation
Multilingual translation tasks