LongCat 2.0 vs MiniMax M3
| Signal | LongCat 2.0 | Delta | MiniMax M3 |
|---|---|---|---|
Capabilities | 50 | -33 | |
Pricing | 99 | -- | |
Context window size | 86 | -- | |
Recency | 100 | -- | |
Output Capacity | 90 | -5 | |
Benchmarks | 0 | -73 | |
| Overall Result | 0 wins | of 6 | 3 wins |
Score History
40
current score
MiniMax M3
right now
73.9
current score
LongCat 2.0
Meituan
MiniMax M3
MiniMax
| Metric | LongCat 2.0 | MiniMax M3 | Winner |
|---|---|---|---|
| Overall Score | 40 | 74 | MiniMax M3 |
| Rank | #184 | #91 | MiniMax M3 |
| Quality Rank | #184 | #91 | MiniMax M3 |
| Adoption Rank | #184 | #91 | MiniMax M3 |
| Parameters | -- | -- | -- |
| Context Window | 1049K | 1049K | LongCat 2.0 |
| Pricing | $0.30/$1.20/M | $0.30/$1.20/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 83 | MiniMax M3 |
| Pricing | 99 | 99 | LongCat 2.0 |
| Context window size | 86 | 86 | LongCat 2.0 |
| Recency | 100 | 100 | LongCat 2.0 |
| Output Capacity | 90 | 95 | MiniMax M3 |
| Benchmarks | -- | 73 | MiniMax M3 |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 40/100 (rank #184), placing it in the top 37% of all 290 models tracked.
Scores 74/100 (rank #91), placing it in the top 69% of all 290 models tracked.
MiniMax M3 has a 34-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose LongCat 2.0 when you need:
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Choose MiniMax M3 when you need:
- Multimodal workflows that require image understanding
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Both models are priced similarly, so the decision comes down to quality and features rather than cost.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. LongCat 2.0 also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($1.20/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (74/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
MiniMax M3 clearly outperforms LongCat 2.0 with a significant 33.900000000000006-point lead. For most general use cases, MiniMax M3 is the stronger choice. However, LongCat 2.0 may still excel in niche scenarios.
By Use Case
Best for Quality
LongCat 2.0
Marginally better benchmark scores; both are excellent
Best for Cost
LongCat 2.0
0% lower pricing; better value at scale
Best for Reliability
LongCat 2.0
Higher uptime and faster response speeds
Best for Prototyping
LongCat 2.0
Stronger community support and better developer experience
Best for Production
LongCat 2.0
Wider enterprise adoption and proven at scale
by Meituan
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 0% lower pricing; better value at scale
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | LongCat 2.0 | MiniMax M3 |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
LongCat 2.0
Meituan
MiniMax M3
MiniMax
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | LongCat 2.0 | MiniMax M3 |
|---|---|---|
| Context Window | 1.0M | 1.0M |
| Max Output Tokens | 262,144 | 512,000 |
| Open Source | Yes | Yes |
| Created | Jul 20, 2026 | May 31, 2026 |