All tasks / Models / Ling-3.1-flash
Alternatives to Ling-3.1-flash
For each task Ling-3.1-flash is listed in, the highest-ranked other options of the same kind, ranked only from public benchmarks.
Chat & assistants: models
B
Ling-3.1-flash · Local · 41 on Artificial Analysis Intelligence Index
| Tier | Name | Approach | Runs | Rated by | Price | Skill |
|---|---|---|---|---|---|---|
| S |  Gemini 4 ArgonGoogle | Models | Cloud | 1,524 on LMArena Text Arena (overall, style control) | $4/M tokens | — |
| S | Muse Wonder Meta | Models | Cloud | 1,509 on LMArena Text Arena (overall, style control) | $8/M tokens | — |
| S |  Claude Opus 5.5Anthropic | Models | Cloud | 1,508 on LMArena Text Arena (overall, style control) | $8/M tokens | — |
| S | Claude Fable 5.1 Anthropic | Models | Cloud | 1,502 on LMArena Text Arena (overall, style control) | $20/M tokens | — |
| S | Gemini 3.8 Flash Google | Models | Cloud | 1,496 on LMArena Text Arena (overall, style control) | $1.5/M tokens | — |
| S | Muse Spark 1.3 Meta | Models | Cloud | 1,494 on LMArena Text Arena (overall, style control) | $2/M tokens | — |
| S | Gemini 3.1 Pro (Preview) Google | Models | Cloud | 1,487 on LMArena Text Arena (overall, style control) | $4.5/M tokens | — |
| S |  Kimi K3Moonshot AI | Models | Local | 1,487 on LMArena Text Arena (overall, style control) | ~1600 GB VRAM | — |
Coding: models
B Ling-3.1-flash · Local · 41 on Artificial Analysis Intelligence Index
| Tier | Name | Approach | Runs | Rated by | Price | Skill |
|---|---|---|---|---|---|---|
| S | Claude Opus 5.5 Anthropic | Models | Cloud | 1,806 on LMArena WebDev / Code Arena (overall) | $8/M tokens | — |
| S |  GPT-6 AstraOpenAI | Models | Cloud | 1,776 on LMArena WebDev / Code Arena (overall) | $20/M tokens | — |
| S | Claude Sonnet 5.5 Anthropic | Models | Cloud | 1,768 on LMArena WebDev / Code Arena (overall) | $4/M tokens | — |
| A | GPT-6.1 Sol OpenAI | Models | Cloud | 1,754 on LMArena WebDev / Code Arena (overall) | $4/M tokens | — |
| A | Claude Fable 5.1 Anthropic | Models | Cloud | 1,742 on LMArena WebDev / Code Arena (overall) | $20/M tokens | — |
| B | Gemini 4 Argon Google | Models | Cloud | 1,678 on LMArena WebDev / Code Arena (overall) | $4/M tokens | — |
| B | Qwen3.8-Max Alibaba (Qwen) | Models | Cloud | 1,674 on LMArena WebDev / Code Arena (overall) | $3/M tokens | — |
| B |  DeepSeek-V4.1-Flash-1017DeepSeek | Models | Local | 1,670 on LMArena WebDev / Code Arena (overall) | ~320 GB VRAM | — |
Tiers come only from public benchmarks; tools without a result of their own inherit the tier of the best model they offer. How we rank.