# Longcat Flash Chat vs Qwen2.5-VL 72B Instruct

> Longcat Flash Chat is the stronger model overall, scoring 42.1 to 29.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/longcat-flash-chat-vs-qwen2-5-vl-72b-instruct
- Last updated: 2026-10-12
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. Longcat Flash Chat scores higher in 0 categories and Qwen2.5-VL 72B Instruct in 1 category; one gap is clear of the uncertainty.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 43.9% for Longcat Flash Chat and 36% for Qwen2.5-VL 72B Instruct.

## Snapshot

| | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| Provider | Meituan | Alibaba (Qwen) |
| Noometry Index | 42.1 | 29.9 |
| Rank | 120 | 302 |
| Context | — | 131K |
| Input $/M | — | $2.80 |
| Output $/M | — | $8.40 |
| Weights | Open | Open |

## Coding

- Longcat Flash Chat: 43.5 (#87)
- Qwen2.5-VL 72B Instruct: —

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| LMArena Coding | 1471 | — |

## Agentic & Tool Use

- Longcat Flash Chat: —
- Qwen2.5-VL 72B Instruct: 18.6 (#144)

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| OSWorld | — | 5% |

## Reasoning

- Longcat Flash Chat: 19.0 (#272)
- Qwen2.5-VL 72B Instruct: 20.7 (#233)

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| Kagi LLM Benchmark | 43.9% | 36% |
| NYT Connections (extended) | 17.7% | — |
| LMArena Hard Prompts | 1440 | — |

## Math

- Longcat Flash Chat: 39.4 (#107)
- Qwen2.5-VL 72B Instruct: —

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| LMArena Math | 1442 | — |

## Knowledge

- Longcat Flash Chat: 40.6 (#116)
- Qwen2.5-VL 72B Instruct: —

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| LMArena Expert | 1454 | — |

## Multimodal

- Longcat Flash Chat: —
- Qwen2.5-VL 72B Instruct: 33.5 (#97)

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| LMArena Vision | — | 1107 |
| Video-MME | — | 73.5% |
| GeoBench | — | 62% |
| SpatialViz-Bench | — | 33.3% |

## Multilingual

- Longcat Flash Chat: 51.9 (#101)
- Qwen2.5-VL 72B Instruct: —

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| LMArena Non-English | 1404 | — |
| LMArena Chinese | 1465 | — |
| LMArena French | 1456 | — |
| LMArena German | 1408 | — |
| LMArena Japanese | 1373 | — |
| LMArena Korean | 1371 | — |
| LMArena Russian | 1395 | — |
| LMArena Spanish | 1445 | — |

## Instruction Following

- Longcat Flash Chat: 74.4 (#96)
- Qwen2.5-VL 72B Instruct: —

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| LMArena Instruction Following | 1411 | — |

## Long Context

- Longcat Flash Chat: 43.5 (#93)
- Qwen2.5-VL 72B Instruct: —

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| LMArena Longer Query | 1425 | — |

## Writing & Preference

- Longcat Flash Chat: 61.0 (#91)
- Qwen2.5-VL 72B Instruct: —

| Benchmark | Longcat Flash Chat | Qwen2.5-VL 72B Instruct |
|---|---|---|
| LMArena Text | 1427 | — |
| LMArena Creative Writing | 1388 | — |
| LMArena Multi-Turn | 1418 | — |

## FAQ

### Is Longcat Flash Chat better than Qwen2.5-VL 72B Instruct?

Longcat Flash Chat is the stronger model overall, scoring 42.1 to 29.9 on the Noometry Index.

### How many benchmarks do Longcat Flash Chat and Qwen2.5-VL 72B Instruct share?

1 benchmark has published results for both models. Longcat Flash Chat has 19 scored results on Noometry and Qwen2.5-VL 72B Instruct has 6.