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Official Benchmarks

Construction work areas translated from AI benchmark categories.

AI vendors publish benchmark scores to show model capability. This dashboard translates the construction-relevant ones into work areas, model trends, and what may come next.

Automation Building — SWE-bench

Useful with review

AI can help build and troubleshoot the software glue behind construction workflows.

It can help with…

  • Email-to-log automation
  • RFI intake workflows
  • Bid tracker updates
  • Submittal tracking tools
  • Dashboard fixes
  • Excel cleanup scripts
  • Procore-style API integrations
  • Email-to-Excel extraction
  • Approval routing logic
  • Internal tool troubleshooting
  • Report generation
  • Data cleanup between systems

Document Review — DocVQA / Long Context

Useful with review

AI can help search, summarize, and extract from large project documents.

It can help with…

  • Spec lookup
  • Submittal checks
  • Contract clause search
  • Pay app backup review
  • Change order backup review
  • Meeting minute extraction
  • O&M manual search
  • Closeout document review
  • Safety manual lookup
  • Warranty document review
  • Addenda comparison
  • Scope note extraction

Visual Review — MMMU

Useful with review

AI can help interpret visual information when text and images are mixed together.

It can help with…

  • Plan snippet review
  • Marked-up PDF review
  • Product data sheet comparison
  • Installation diagram review
  • Schedule chart interpretation
  • Site photo sorting
  • Drawing note extraction
  • Visual issue spotting
  • Equipment label review
  • Diagram-to-text summaries
  • Progress photo organization
  • Field condition documentation

Technical Reasoning — GPQA

Strong assist

AI can help reason through technical conflicts before a team escalates them.

It can help with…

  • Pre-RFI analysis
  • Scope gap checks
  • Product comparisons
  • Technical submittal pre-review
  • Spec conflict summaries
  • Material substitution review
  • Design question drafting
  • Engineering question prep
  • System compatibility checks
  • Trade coordination questions
  • Clarification drafting
  • Issue root-cause summaries

Math + Quantities — AIME / MATH

Useful with review

AI can help check structured calculations when the inputs are clear.

It can help with…

  • Unit conversions
  • Production rate checks
  • Quantity takeoff logic
  • Schedule duration math
  • Cost breakdown checks
  • Alternate comparison
  • Crew productivity calculations
  • Material quantity checks
  • Budget variance math
  • Percent complete checks
  • Lead time calculations
  • Basic estimating support

Workflow Execution — OSWorld / τ²-bench

Limited / narrow use

AI can help move information through office workflows when tools and approvals are controlled.

It can help with…

  • Email triage
  • RFI log updates
  • Follow-up drafts
  • Approval routing
  • Form filling
  • Meeting action item tracking
  • Submittal status updates
  • Procurement follow-up
  • Daily report drafting
  • Change event intake
  • Task reminders
  • Data handoff between systems