Top Vision AI Models: HuaLinYuan Leaderboard 2026
The HuaLinYuan Vision board evaluates AI models based on their ability to interpret, analyze, and process visual data. This index provides a standardized measure of performance, helping users identify which models excel in tasks ranging from image recognition to complex visual scene understanding. Whether you are looking for high-speed processing or deep analytical precision, this leaderboard tracks the current state of the art in machine vision technology.
Currently, the top three modelsโClaude Fable 5, Qwen3.8 Max, and Claude Opus 4.6โlead the rankings with Index scores above 1299. Claude Fable 5 holds the top position, reflecting its superior performance in visual tasks. Qwen3.8 Max follows closely, demonstrating strong competitive capabilities, while Claude Opus 4.6 rounds out the top three. These models represent the current benchmark for visual intelligence, offering robust solutions for developers and researchers seeking reliable performance in their vision-based applications.
| # | Model | Index | Price $/1M in/out | |
|---|---|---|---|---|
| 1 | Claude Fable 5 Anthropic | 1309 | $10 / $50 | |
| 2 | Qwen3.8 Max Alibaba | 1301 | $2 / $6 | |
| 3 | Claude Opus 4.6 Anthropic | 1299 | $5 / $25 | |
| 4 | Claude Opus 4.7 Anthropic | 1298 | $5 / $25 | |
| 5 | Gemini 3.7 Flash | 1296 | $0.75 / $3.75 | Try |
| 6 | Muse Spark Meta | 1294 | $1.25 / $4.25 | |
| 7 | Muse Spark 1.2 Meta | 1293 | $1.25 / $4.25 | |
| 8 | GPT-6.1 Sol OpenAI | 1291 | $2 / $10 | |
| 9 | Gemini 3.8 Flash | 1290 | $0.75 / $3.75 | Try |
| 10 | Muse Spark 1.3 Meta | 1290 | $1.25 / $4.25 | |
| 11 | Gemini 3 Pro | 1289 | โ | |
| 12 | Claude Opus 5 Anthropic | 1289 | $5 / $25 | |
| 13 | Claude Fable 5.1 Anthropic | 1288 | $10 / $50 | |
| 14 | GPT-5.5 OpenAI | 1287 | $5 / $30 | |
| 15 | Claude Opus 4.8 Anthropic | 1286 | $5 / $25 | |
| 16 | GPT-5.6 Sol OpenAI | 1285 | $4 / $20 | |
| 17 | Gemini 3.5 Flash | 1284 | $1.50 / $9 | Try |
| 18 | GPT-6 Astra OpenAI | 1284 | $10 / $50 | |
| 19 | GPT-5.4 OpenAI | 1284 | $2.50 / $15 | |
| 20 | Muse Spark 1.1 Meta | 1281 | $1.25 / $4.25 | |
| 21 | Gemini 3.6 Flash | 1280 | $0.75 / $3.75 | Try |
| 22 | Gemini 3.1 Pro Preview | 1279 | $2 / $12 | |
| 23 | Grok 4.5 SpaceXAI | 1279 | $2 / $6 | |
| 24 | GLM-5.3 Flash Z.ai | 1278 | $0.15 / $0.5 | Try |
| 25 | Claude Sonnet 4.6 Anthropic | 1275 | $3 / $15 | |
| 26 | Gemini 3 Flash | 1273 | $0.5 / $3 | |
| 27 | Claude Sonnet 5.5 Anthropic | 1268 | $2 / $10 | |
| 28 | GPT-5.6 Terra OpenAI | 1268 | $2 / $12 | |
| 29 | Qwen3.7 Plus Alibaba | 1265 | $0.4 / $1.60 | |
| 30 | Kimi K2.6 Moonshot | 1265 | $0.95 / $4 | |
| 31 | Claude Sonnet 5 Anthropic | 1264 | $2 / $10 | |
| 32 | Gemini 3.5 Flash Lite | 1264 | $0.3 / $2.50 | Try |
| โ | Nemotron 3 Nano Omni NVIDIA | โ | $0.05 / $0.2 | Try |
| โ | Llama 3.2 90B Vision Meta | โ | โ | Try |
| โ | Muse Glimmer 30B Meta | โ | $0.35 / $1.50 | Try |
| โ | Llama 3.2 11B Vision Meta | โ | โ | Try |
How to choose
- Prioritize models with higher HuaLinYuan Index scores for complex visual analysis tasks.
- Consider Gemini Flash variants for applications requiring a balance of speed and efficiency.
- Review the full leaderboard to compare specific version iterations like Muse Spark.
FAQ
What does the HuaLinYuan Index measure?
The HuaLinYuan Index is a composite rating system that evaluates AI models based on standardized performance metrics. It provides a clear, objective way to compare how different models handle specific tasks, such as visual processing, allowing users to make informed decisions based on verified ranking data.
How often is the Vision leaderboard updated?
The leaderboard is updated regularly as new models are released and evaluated. We continuously monitor the performance of top-tier AI systems to ensure the rankings reflect the most current capabilities available to users, providing a reliable reference point for the rapidly evolving field of vision AI.
Can I use these models directly through HuaLinYuan?
While HuaLinYuan serves as a comprehensive directory and leaderboard, specific models like Gemini 3.7 Flash and Gemini 3.8 Flash are marked as usable directly through our platform. Look for the 'usable here' tag next to model entries to identify which tools you can access immediately.