Model comparison
Gemma 7B vs Longcat Flash Chat
Longcat Flash Chat is the stronger model overall, scoring 42.1 to 30.0 on the Noometry Index.
Last verified . 13 shared benchmarks.
GoogleSummary
- They share 13 benchmarks with published results for both. Gemma 7B scores higher in 1 category and Longcat Flash Chat in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Longcat Flash Chat leads 61.0 to 27.1.
Side by side
| Gemma 7B | Longcat Flash Chat | |
|---|---|---|
| Provider | Meituan | |
| Noometry Index | 30.0 | 42.1 |
| Released | 2024-02-21 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 27 | 19 |
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Category by category
Coding Longcat Flash Chat leads
Gemma 7B: 30.5 (#294), Longcat Flash Chat: 43.5 (#87)
| Benchmark | Gemma 7B | Longcat Flash Chat |
|---|---|---|
| LMArena Coding | 1048 | 1471 |
| HumanEval+ | 28.7% | — |
| MBPP+ | 43.4% | — |
Reasoning Too close to call
Gemma 7B: 19.9 (#249), Longcat Flash Chat: 19.0 (#272)
| Benchmark | Gemma 7B | Longcat Flash Chat |
|---|---|---|
| LMArena Hard Prompts | 1042 | 1440 |
| Kagi LLM Benchmark | — | 43.9% |
| NYT Connections (extended) | — | 17.7% |
| Adversarial NLI | 48.7% | — |
| BIG-Bench Hard | 55.1% | — |
| Epoch Capabilities Index | 111.99 | — |
| HellaSwag | 82.2% | — |
| PIQA | 81.2% | — |
| WinoGrande | 79% | — |
Math Longcat Flash Chat leads
Gemma 7B: 31.2 (#228), Longcat Flash Chat: 39.4 (#107)
| Benchmark | Gemma 7B | Longcat Flash Chat |
|---|---|---|
| LMArena Math | 1066 | 1442 |
| GSM8K | 46.4% | — |
Knowledge Longcat Flash Chat leads
Gemma 7B: 27.3 (#252), Longcat Flash Chat: 40.6 (#116)
| Benchmark | Gemma 7B | Longcat Flash Chat |
|---|---|---|
| LMArena Expert | 1001 | 1454 |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 83.2% | — |
| MMLU | 66.1% | — |
| OpenBookQA | 78.6% | — |
| TriviaQA | 72.3% | — |
Multilingual Longcat Flash Chat leads
Gemma 7B: 25.1 (#287), Longcat Flash Chat: 51.9 (#101)
| Benchmark | Gemma 7B | Longcat Flash Chat |
|---|---|---|
| LMArena Non-English | 999 | 1404 |
| LMArena Chinese | 1035 | 1465 |
| LMArena French | 1025 | 1456 |
| LMArena Russian | 993 | 1395 |
| LMArena German | — | 1408 |
| LMArena Japanese | — | 1373 |
| LMArena Korean | — | 1371 |
| LMArena Spanish | — | 1445 |
Instruction Following Longcat Flash Chat leads
Gemma 7B: 51.5 (#295), Longcat Flash Chat: 74.4 (#96)
| Benchmark | Gemma 7B | Longcat Flash Chat |
|---|---|---|
| LMArena Instruction Following | 1017 | 1411 |
Long Context Longcat Flash Chat leads
Gemma 7B: 31.1 (#282), Longcat Flash Chat: 43.5 (#93)
| Benchmark | Gemma 7B | Longcat Flash Chat |
|---|---|---|
| LMArena Longer Query | 1022 | 1425 |
Writing & Preference Longcat Flash Chat leads
Gemma 7B: 27.1 (#302), Longcat Flash Chat: 61.0 (#91)
| Benchmark | Gemma 7B | Longcat Flash Chat |
|---|---|---|
| LMArena Text | 1056 | 1427 |
| LMArena Creative Writing | 1024 | 1388 |
| LMArena Multi-Turn | 963 | 1418 |
Frequently asked questions
Is Gemma 7B better than Longcat Flash Chat?
Longcat Flash Chat is the stronger model overall, scoring 42.1 to 30.0 on the Noometry Index.
Is Gemma 7B or Longcat Flash Chat better for coding?
Longcat Flash Chat scores higher on coding benchmarks: 43.5 versus 30.5 in the Noometry coding category.
How many benchmarks do Gemma 7B and Longcat Flash Chat share?
13 benchmarks have published results for both models. Gemma 7B has 27 scored results on Noometry and Longcat Flash Chat has 19.