Kimi Linear 48B A3B Instructvs KAT-Coder-Pro V1 (free)
Kimi Linear 48B A3B Instruct
vs KAT-Coder-Pro V1 (free)
Compare performance metrics, pricing, and capabilities of these AI models.
Key Differences
Context Length
Better
Kimi Linear 48B A3B Instruct: 1.0M (advantage)
KAT-Coder-Pro V1 (free): 256K (disadvantage)
Cost Efficiency
Higher Cost
Prompt: $0.30M vs
Completion: $0.60M vs
Capabilities
Kimi Linear 48B A3B Instruct
Modality: text->text
Inputs: text
KAT-Coder-Pro V1 (free)
Modality: text->text
Inputs: text
M
Kimi Linear 48B A3B Instruct
moonshotai/kimi-linear-48b-a3b-instruct
Kimi Linear is a hybrid linear attention architecture that outperforms traditional full attention methods across various contexts, including short, lo...
Context Length1.0M
Prompt Price$0.30M
ReleasedNovember 8, 2025
Supports:
text->textK
KAT-Coder-Pro V1 (free)
kwaipilot/kat-coder-pro:free
KAT-Coder-Pro V1 is KwaiKAT's most advanced agentic coding model in the KAT-Coder series. Designed specifically for agentic coding tasks, it excels in...
Context Length256K
Prompt Price
ReleasedNovember 10, 2025
Supports:
text->textDetailed Comparison
| Feature | Kimi Linear 48B A3B Instruct | KAT-Coder-Pro V1 (free) |
|---|---|---|
| Context Length | 1.0M | 256K |
| Prompt Price | $0.30M | |
| Completion Price | $0.60M | |
| Modality | text->text | text->text |
| Release Date | November 8, 2025 | November 10, 2025 |
Analysis & Recommendations
Quick Summary
This comparison reveals key trade-offs between Kimi Linear 48B A3B Instruct and KAT-Coder-Pro V1 (free). Kimi Linear 48B A3B Instruct offers a larger context window of 1.0M compared to KAT-Coder-Pro V1 (free)'s 256K, though Kimi Linear 48B A3B Instruct comes at a higher cost.
Kimi Linear 48B A3B Instruct Strengths
- •Larger context window (1.0M) for processing longer documents
- •Premium pricing for high-quality output
- •Specialized for text tasks
- •Proven and stable model
KAT-Coder-Pro V1 (free) Strengths
- •Competitive context size (256K)
- •More cost-effective per token
- •Specialized for text tasks
- •Latest generation model
When to Use Each Model
Choose Kimi Linear 48B A3B Instruct when:
- • You need the larger context window for complex tasks
- • Cost efficiency is not the primary concern in your use case
- • Working with text-based tasks that benefit from deep analysis
Choose KAT-Coder-Pro V1 (free) when:
- • You need competitive context capability for long-form content
- • Cost efficiency is important for your budget
- • Working with text-based tasks that require advanced processing
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