Beam-1.0 Modernization Hub

Beam-1.0 · 23B Active MoE · 1M Context
Parity
100%
Cost Saved
97%
RAG Drift
29%
Regressions
0%
160
Verified Tests
12
MCP Tools
$1.38M
TCO Saved

Pipeline

GIT01
AST02
1M03
MCP04
FIX05
SHA06
01
AST & BPE Compaction
3.08M → 32,782 tokens
02
Self-Healing Repair
Automated subprocess fix
03
Standalone MCP v2
Zero legacy imports
MNY PRC SWF STD
04
160/160 Certified
SHA-256 verified

GitHub Repositories

Repository Domain RAG → Beam Status

Parity Matrix

160↗
46↘
160 Verified · 46 RAG Failures (Gold)
Hover a dot to inspect test case & latency

Inference Spend

Beam-1.0 Qwen3.8-2.4T

Cost Ratio

31.3x Cheaper
● 97%Saved
● 3%Beam

Repository Modernizer

Differential Invoker

Oracle vs MCP Output

100% Exact Match
GitHub Library 0.0 μs 

            


            

              

                Standalone MCP
                0.0 μs
              

              

            

          


          

            

              JSON-RPC 2.0 Response (/mcp)
              MCP SDK v2
            

            

          

        

      

    


    
    

      

        

          

            
Legacy2MCP-Bench (160 Cases)

          

          

            
            
            
              Export .jsonl
            
          

        


        

          

            
              

                ID
                Case
                Tool
                Output
                Chunked RAG
                Beam 1M
              

            
            
          

        

      

    


    
    

      

        

          
Multi-Model Benchmark (py-moneyed · 8,660 BPE Tokens)

          Live OpenRouter Runs
        


        

          

            
              

                Model
                Request ID
                In / Out / Reasoning
                Latency
                Cost
                Parity
              

            
            
          

        

      


      

        

          

            
CFO Simulator

          


          

            
            
          


          

            
            
          


          

            
            
          


          

            
            
          

        


        

          

            
Program TCO Comparison

          


          

            

              
Manual Rewrite

              
$2,230,000

              
32.1 months

            


            

              
Qwen3.8-2.4T

              
$984,000

              
API: $47,093/yr

            


            

              
BeamBridge (Beam-1.0)

              
$849,000

              
11.2 months

            

          


          

            

              

                
Net Savings

                
$1,381,039 Saved

              

              

                
Inference Reduction

                
96.8% Lower Cost

              

            

          

        

      


      

        

          
2026 Industry Benchmarks