# GPT-5 Mini vs Longcat Flash Chat

> GPT-5 Mini and Longcat Flash Chat score almost the same on the Noometry Index (41.8 vs 42.1), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/gpt-5-mini-vs-longcat-flash-chat
- Last updated: 2026-10-10
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. GPT-5 Mini scores higher in 4 categories and Longcat Flash Chat in 4 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where GPT-5 Mini leads 46.7 to 39.4.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 70.3% for GPT-5 Mini and 43.9% for Longcat Flash Chat.
- Longcat Flash Chat has downloadable open weights; the other is API-only.

## Snapshot

| | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| Provider | OpenAI | Meituan |
| Noometry Index | 41.8 | 42.1 |
| Rank | 128 | 120 |
| Context | 400K | — |
| Input $/M | $0.25 | — |
| Output $/M | $2 | — |
| Weights | Proprietary | Open |

## Coding

- GPT-5 Mini: 40.1 (#146)
- Longcat Flash Chat: 43.5 (#87)

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| LMArena Coding | 1406 | 1471 |
| SWE-bench Verified | 64.7% | — |
| SWE-bench Verified (bash only) | 59.8% | — |
| SWE-bench Multilingual | 39.7% | — |
| SciCode | 39.2% | — |
| WeirdML | 52.7% | — |
| ALE-Bench | 799.77 | — |
| AlgoTune | 1.38 | — |

## Agentic & Tool Use

- GPT-5 Mini: 31.1 (#70)
- Longcat Flash Chat: —

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| Terminal-Bench | 34.8% | — |
| Berkeley Function Calling Leaderboard | 55.5% | — |
| Vending-Bench 2 | -31.18 | — |

## Reasoning

- GPT-5 Mini: 23.9 (#168)
- Longcat Flash Chat: 19.0 (#272)

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| Kagi LLM Benchmark | 70.3% | 43.9% |
| LMArena Hard Prompts | 1380 | 1440 |
| ARC-AGI-2 | 4.4% | — |
| NYT Connections (extended) | — | 17.7% |
| ARC-AGI-1 | 54.3% | — |
| CritPt | 0% | — |
| Chess Puzzles | 30% | — |
| EnigmaEval | 8.2% | — |
| Mystery Game Puzzles | 10% | — |
| DTBench | 80.5% | — |
| LMCA | 34.2% | — |
| Epoch Capabilities Index | 145.52 | — |
| ForecastBench | 61 | — |

## Math

- GPT-5 Mini: 46.7 (#69)
- Longcat Flash Chat: 39.4 (#107)

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| LMArena Math | 1378 | 1442 |
| FrontierMath (Tiers 1-3) | 46.7% | — |
| FrontierMath Tier 4 | 12.2% | — |
| OTIS Mock AIME 2024-2025 | 86.7% | — |
| ProofBench | 9% | — |
| Omni-MATH | 72.2% | — |
| MATH Level 5 | 97.8% | — |
| FrontierMath (Feb 2025 set) | 27.2% | — |
| FrontierMath Tier 4 (v1) | 6.3% | — |

## Knowledge

- GPT-5 Mini: 45.6 (#86)
- Longcat Flash Chat: 40.6 (#116)

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| LMArena Expert | 1379 | 1454 |
| GPQA Diamond | 75% | — |
| Humanity's Last Exam | 19.4% | — |
| SimpleQA Verified | 21.6% | — |
| MMLU-Pro | 83.5% | — |
| Confabulations | 13.3% | — |
| Vectara Hallucination Rate | 12.9% | — |
| GPQA (HELM) | 75.6% | — |

## Multimodal

- GPT-5 Mini: 35.6 (#85)
- Longcat Flash Chat: —

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| LMArena Vision | 1202 | — |
| VPCT | 40.2% | — |

## Multilingual

- GPT-5 Mini: 48.9 (#137)
- Longcat Flash Chat: 51.9 (#101)

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| LMArena Non-English | 1363 | 1404 |
| LMArena Chinese | 1385 | 1465 |
| LMArena French | 1386 | 1456 |
| LMArena German | 1366 | 1408 |
| LMArena Japanese | 1341 | 1373 |
| LMArena Korean | 1308 | 1371 |
| LMArena Russian | 1362 | 1395 |
| LMArena Spanish | 1355 | 1445 |

## Instruction Following

- GPT-5 Mini: 76.2 (#46)
- Longcat Flash Chat: 74.4 (#96)

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| LMArena Instruction Following | 1357 | 1411 |
| IFEval | 92.7% | — |

## Long Context

- GPT-5 Mini: 41.9 (#132)
- Longcat Flash Chat: 43.5 (#93)

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| LMArena Longer Query | 1355 | 1425 |
| Fiction.LiveBench | 69.4% | — |

## Writing & Preference

- GPT-5 Mini: 55.2 (#148)
- Longcat Flash Chat: 61.0 (#91)

| Benchmark | GPT-5 Mini | Longcat Flash Chat |
|---|---|---|
| LMArena Text | 1373 | 1427 |
| LMArena Creative Writing | 1325 | 1388 |
| LMArena Multi-Turn | 1363 | 1418 |
| Short-Story Creative Writing | 83.1% | — |
| EQ-Bench Creative Writing | 1313 | — |
| WildBench | 85.5% | — |

## FAQ

### Is GPT-5 Mini better than Longcat Flash Chat?

GPT-5 Mini and Longcat Flash Chat score almost the same on the Noometry Index (41.8 vs 42.1), so choose on price, context window or the category you care about most.

### Is GPT-5 Mini or Longcat Flash Chat better for coding?

Longcat Flash Chat scores higher on coding benchmarks: 43.5 versus 40.1 in the Noometry coding category.

### How many benchmarks do GPT-5 Mini and Longcat Flash Chat share?

18 benchmarks have published results for both models. GPT-5 Mini has 60 scored results on Noometry and Longcat Flash Chat has 19.