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LLM Model Comparison
Compare LLM model specifications and capabilities side by side
morph-v3-large
morph
gpt-4-1106-preview
OpenAIModalities
Modalities
Specifications
Specifications
Context Length
262,144
Context Length
128,000
Max Output Tokens
131,072
Max Output Tokens
4,096
Release Date
7/7/2025
Release Date
11/6/2023
Pricing
Pricing
Input Price ($/M tokens)
91.0% cheaper
$0.90
Input Price ($/M tokens)
$10.00
Output Price ($/M tokens)
93.7% cheaper
$1.90
Output Price ($/M tokens)
$30.00
Capabilities
Capabilities
Reasoning
Reasoning
Tool Calling
Tool Calling
Structured Outputs
Structured Outputs
Web Search
Web Search
Benchmarks
Benchmarks
swe-bench (Lite)
-
swe-bench (Lite)
18.0%
swe-bench (Test)
-
swe-bench (Test)
12.5%
swe-bench (Verified)
-
swe-bench (Verified)
22.4%