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Deep Test-Time Compute · 2026 Release
Alchemax-o3 Pro Reasoning
Engineered for the hardest problems in mathematics, autonomous software engineering, formal verification, and scientific discovery through tree-search test-time reasoning.
Architectural Overview
Alchemax-o3 Pro is trained via large-scale reinforcement learning over formal proof environments, compiler toolchains, and executable sandboxes. Before emitting a final answer, o3 Pro explores and verifies multiple reasoning trajectories, backtracking automatically when an intermediate hypothesis fails verification.
On SWE-bench Verified, GPQA Diamond, and frontier competition mathematics, Alchemax-o3 Pro establishes decisive new state-of-the-art marks—outperforming competing reasoning models while producing inspectable, audit-ready reasoning traces.
Key Capabilities & Technical Specifications
- 89.2% autonomous resolution rate on SWE-bench Verified across multi-file production repositories
- 96.7% accuracy on AIME 2026 and 88.4% on GPQA Diamond (PhD-level physics, chemistry, and biology)
- Configurable reasoning effort budgets (Low, Medium, High, Exhaustive) via a single API parameter
- Integrated formal proof checking for Lean 4, Rust borrow-checker verification, and SQL query validation
System Tags
Test-Time ComputeFormal Verification89.2% SWE-bench96.7% AIME