Model comparison
Grok 4.3 vs Longcat Flash Chat
Grok 4.3 is the stronger model overall, scoring 43.8 to 42.1 on the Noometry Index.
Last verified . 18 shared benchmarks.
Summary
- They share 18 benchmarks with published results for both. Grok 4.3 scores higher in 3 categories and Longcat Flash Chat in 5 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Grok 4.3 leads 35.9 to 19.0.
- The biggest single-benchmark swing is NYT Connections (extended): 55.2% for Grok 4.3 and 17.7% for Longcat Flash Chat.
- Longcat Flash Chat has downloadable open weights; the other is API-only.
Side by side
| Grok 4.3 | Longcat Flash Chat | |
|---|---|---|
| Provider | xAI | Meituan |
| Noometry Index | 43.8 | 42.1 |
| Released | 2026-04-17 | — |
| Weights | Proprietary | Open |
| Context window | 1M | — |
| Max output | 30K | — |
| Input $ / M tokens | $1.25 | — |
| Output $ / M tokens | $2.50 | — |
| Results tracked | 40 | 19 |
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Category by category
Coding Longcat Flash Chat leads
Grok 4.3: 41.6 (#121), Longcat Flash Chat: 43.5 (#87)
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| LMArena Coding | 1415 | 1471 |
| LMArena WebDev | 1357 | — |
| SciCode | 47.3% | — |
| WeirdML | 49.9% | — |
| ALE-Bench | 944.17 | — |
Agentic & Tool Use Not comparable
Grok 4.3: 27.7 (#99), Longcat Flash Chat: —
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| GDP.pdf | 8% | — |
| LMArena Search | 1165 | — |
| Vending-Bench 2 | 35.26 | — |
Reasoning Grok 4.3 leads
Grok 4.3: 35.9 (#68), Longcat Flash Chat: 19.0 (#272)
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| NYT Connections (extended) | 55.2% | 17.7% |
| LMArena Hard Prompts | 1396 | 1440 |
| Kagi LLM Benchmark | — | 43.9% |
| CritPt | 8% | — |
| Chess Puzzles | 25% | — |
| DTBench | 90.7% | — |
| LMCA | 38.3% | — |
| Epoch Capabilities Index | 149.16 | — |
| ForecastBench | 60.3 | — |
Math Grok 4.3 leads
Grok 4.3: 46.0 (#74), Longcat Flash Chat: 39.4 (#107)
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| LMArena Math | 1388 | 1442 |
| FrontierMath (Tiers 1-3) | 42.8% | — |
| FrontierMath Tier 4 | 14.6% | — |
| OTIS Mock AIME 2024-2025 | 93.3% | — |
| ProofBench | 11% | — |
Knowledge Grok 4.3 leads
Grok 4.3: 52.5 (#62), Longcat Flash Chat: 40.6 (#116)
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| LMArena Expert | 1385 | 1454 |
| GPQA Diamond | 88.8% | — |
| SimpleQA Verified | 33.2% | — |
Multimodal Not comparable
Grok 4.3: 31.6 (#104), Longcat Flash Chat: —
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| LMArena Vision | 1229 | — |
| Blueprint-Bench 2 | 0% | — |
Multilingual Longcat Flash Chat leads
Grok 4.3: 50.5 (#120), Longcat Flash Chat: 51.9 (#101)
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| LMArena Non-English | 1385 | 1404 |
| LMArena Chinese | 1422 | 1465 |
| LMArena French | 1412 | 1456 |
| LMArena German | 1395 | 1408 |
| LMArena Japanese | 1379 | 1373 |
| LMArena Korean | 1356 | 1371 |
| LMArena Russian | 1399 | 1395 |
| LMArena Spanish | 1398 | 1445 |
Instruction Following Longcat Flash Chat leads
Grok 4.3: 72.1 (#140), Longcat Flash Chat: 74.4 (#96)
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| LMArena Instruction Following | 1366 | 1411 |
Long Context Longcat Flash Chat leads
Grok 4.3: 42.5 (#123), Longcat Flash Chat: 43.5 (#93)
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| LMArena Longer Query | 1393 | 1425 |
Writing & Preference Longcat Flash Chat leads
Grok 4.3: 58.5 (#118), Longcat Flash Chat: 61.0 (#91)
| Benchmark | Grok 4.3 | Longcat Flash Chat |
|---|---|---|
| LMArena Text | 1397 | 1427 |
| LMArena Creative Writing | 1380 | 1388 |
| LMArena Multi-Turn | 1406 | 1418 |
| EQ-Bench 4 | 1075 | — |
Frequently asked questions
Is Grok 4.3 better than Longcat Flash Chat?
Grok 4.3 is the stronger model overall, scoring 43.8 to 42.1 on the Noometry Index.
Is Grok 4.3 or Longcat Flash Chat better for coding?
Longcat Flash Chat scores higher on coding benchmarks: 43.5 versus 41.6 in the Noometry coding category.
How many benchmarks do Grok 4.3 and Longcat Flash Chat share?
18 benchmarks have published results for both models. Grok 4.3 has 40 scored results on Noometry and Longcat Flash Chat has 19.