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LLM Model Comparison
Compare LLM model specifications and capabilities side by side
deepseek-chat-v3.1
ernie-4.5-21b-a3b
Modalities
Modalities
Specifications
Specifications
Context Length
32,768
Context Length
120,000
Max Output Tokens
7,168
Max Output Tokens
8,000
Release Date
8/21/2025
Release Date
8/12/2025
Pricing
Pricing
Input Price ($/M tokens)
$0.15
Input Price ($/M tokens)
53.3% cheaper
$0.07
Output Price ($/M tokens)
$0.75
Output Price ($/M tokens)
62.7% cheaper
$0.28
Capabilities
Capabilities
Reasoning
Reasoning
Tool Calling
Tool Calling
Structured Outputs
Structured Outputs
Web Search
Web Search
Benchmarks
Benchmarks
swe-bench (Lite)
30.7%
swe-bench (Lite)
-