Model comparison
Longcat Flash Chat vs MiniMax-M2
Longcat Flash Chat is the stronger model overall, scoring 42.1 to 37.4 on the Noometry Index.
Last verified . 17 shared benchmarks.
MiniMaxSummary
- They share 17 benchmarks with published results for both. Longcat Flash Chat scores higher in 7 categories and MiniMax-M2 in 1 category; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Longcat Flash Chat leads 61.0 to 53.0.
- The biggest single-benchmark swing is Kagi LLM Benchmark: 43.9% for Longcat Flash Chat and 57.8% for MiniMax-M2.
Side by side
| Longcat Flash Chat | MiniMax-M2 | |
|---|---|---|
| Provider | Meituan | MiniMax |
| Noometry Index | 42.1 | 37.4 |
| Released | — | 2025-10-27 |
| Weights | Open | Open |
| Context window | — | 205K |
| Max output | — | 131K |
| Input $ / M tokens | — | $0.30 |
| Output $ / M tokens | — | $1.20 |
| Results tracked | 19 | 21 |
Sponsored placements are available on pages like this one. Advertise on Noometry
Category by category
Coding Longcat Flash Chat leads
Longcat Flash Chat: 43.5 (#87), MiniMax-M2: 39.3 (#159)
| Benchmark | Longcat Flash Chat | MiniMax-M2 |
|---|---|---|
| LMArena Coding | 1471 | 1370 |
| SWE-bench Verified (bash only) | — | 61% |
| LMArena WebDev | — | 1297 |
Agentic & Tool Use Not comparable
Longcat Flash Chat: —, MiniMax-M2: 25.1 (#109)
| Benchmark | Longcat Flash Chat | MiniMax-M2 |
|---|---|---|
| Terminal-Bench | — | 30% |
| Vending-Bench 2 | — | 160.6 |
Reasoning Too close to call
Longcat Flash Chat: 19.0 (#272), MiniMax-M2: 19.4 (#258)
| Benchmark | Longcat Flash Chat | MiniMax-M2 |
|---|---|---|
| Kagi LLM Benchmark | 43.9% | 57.8% |
| NYT Connections (extended) | 17.7% | 14.8% |
| LMArena Hard Prompts | 1440 | 1357 |
Math Longcat Flash Chat leads
Longcat Flash Chat: 39.4 (#107), MiniMax-M2: 37.3 (#160)
| Benchmark | Longcat Flash Chat | MiniMax-M2 |
|---|---|---|
| LMArena Math | 1442 | 1352 |
Knowledge Longcat Flash Chat leads
Longcat Flash Chat: 40.6 (#116), MiniMax-M2: 37.0 (#163)
| Benchmark | Longcat Flash Chat | MiniMax-M2 |
|---|---|---|
| LMArena Expert | 1454 | 1337 |
Multilingual Longcat Flash Chat leads
Longcat Flash Chat: 51.9 (#101), MiniMax-M2: 45.3 (#171)
| Benchmark | Longcat Flash Chat | MiniMax-M2 |
|---|---|---|
| LMArena Non-English | 1404 | 1313 |
| LMArena Chinese | 1465 | 1366 |
| LMArena French | 1456 | 1335 |
| LMArena German | 1408 | 1355 |
| LMArena Russian | 1395 | 1331 |
| LMArena Spanish | 1445 | 1326 |
| LMArena Japanese | 1373 | — |
| LMArena Korean | 1371 | — |
Instruction Following Longcat Flash Chat leads
Longcat Flash Chat: 74.4 (#96), MiniMax-M2: 70.2 (#166)
| Benchmark | Longcat Flash Chat | MiniMax-M2 |
|---|---|---|
| LMArena Instruction Following | 1411 | 1328 |
Long Context Longcat Flash Chat leads
Longcat Flash Chat: 43.5 (#93), MiniMax-M2: 40.5 (#153)
| Benchmark | Longcat Flash Chat | MiniMax-M2 |
|---|---|---|
| LMArena Longer Query | 1425 | 1331 |
Writing & Preference Longcat Flash Chat leads
Longcat Flash Chat: 61.0 (#91), MiniMax-M2: 53.0 (#162)
| Benchmark | Longcat Flash Chat | MiniMax-M2 |
|---|---|---|
| LMArena Text | 1427 | 1340 |
| LMArena Creative Writing | 1388 | 1286 |
| LMArena Multi-Turn | 1418 | 1361 |
Frequently asked questions
Is Longcat Flash Chat better than MiniMax-M2?
Longcat Flash Chat is the stronger model overall, scoring 42.1 to 37.4 on the Noometry Index.
Is Longcat Flash Chat or MiniMax-M2 better for coding?
Longcat Flash Chat scores higher on coding benchmarks: 43.5 versus 39.3 in the Noometry coding category.
How many benchmarks do Longcat Flash Chat and MiniMax-M2 share?
17 benchmarks have published results for both models. Longcat Flash Chat has 19 scored results on Noometry and MiniMax-M2 has 21.