Grok-4 Heavy vs LongCat-Flash-Thinking: Specs & Benchmark Comparison

CharacteristicGrok-4 HeavyLongCat-Flash-Thinking
CompanyxAIMeituan
Release DateJuly 8, 2025September 21, 2025
Parameters560B
MultimodalYesNo
Average Score0.80.9
Benchmarks
AIME 20251.00.9
GPQA0.90.8

Visual Benchmark Comparison

Grok-4 Heavy
LongCat-Flash-Thinking
AIME 20251.0 vs 0.9
1.0
0.9
GPQA0.9 vs 0.8
0.9
0.8

Verdict

LongCat-Flash-Thinking leads in 1 out of 2 comparison categories.

Overall Performance

Both models show comparable average scores: Grok-4 Heavy — 0.8, LongCat-Flash-Thinking — 0.9.

Recency

LongCat-Flash-Thinking is newer: released 9/21/2025 vs 7/8/2025.

More About These Models

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Frequently Asked Questions

Which is better for coding — Grok-4 Heavy or LongCat-Flash-Thinking?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — Grok-4 Heavy or LongCat-Flash-Thinking?
API pricing data is available on the individual model pages.
Which has a larger context window — Grok-4 Heavy or LongCat-Flash-Thinking?
Context window data is available on the individual model pages.

The Grok-4 Heavy and LongCat-Flash-Thinking comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the Grok-4 Heavy or LongCat-Flash-Thinking page. See also the complete list of AI model comparisons.