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LLM Model Comparison
Compare LLM model specifications and capabilities side by side
kat-coder-pro
kwaipilot
glm-4.5
ZhipuModalities
Modalities
Specifications
Specifications
Context Length
256,000
Context Length
131,072
Max Output Tokens
128,000
Max Output Tokens
65,536
Release Date
11/10/2025
Release Date
7/25/2025
Pricing
Pricing
Input Price ($/M tokens)
40.9% cheaper
$0.21
Input Price ($/M tokens)
$0.35
Output Price ($/M tokens)
46.6% cheaper
$0.83
Output Price ($/M tokens)
$1.55
Capabilities
Capabilities
Reasoning
Reasoning
Tool Calling
Tool Calling
Structured Outputs
Structured Outputs
Web Search
Web Search
Benchmarks
Benchmarks
swe-bench (Verified)
-
swe-bench (Verified)
54.2%
swe-bench (bash-only)
-
swe-bench (bash-only)
54.2%