What are the key deal scoring accuracy metrics?
Data-backed insights from 939 B2B companies (Q2 2025-Q1 2026)
Industry average deal scoring metrics: Accuracy 75%, Precision 80%, Recall 70%. Healthy threshold: F1 Score ≥ 0.75. Source: Optifai Sales Ops Benchmark (N=939 companies, Q2 2025-Q1 2026)
72% of one team's pipeline never had a chance of closing. They rebuilt it from ICP-matched companies. Win rate: 2x.
Related Resources
Key Findings
Overview
This benchmark data is based on anonymized CRM data from 939 B2B companies collected during Q2 2025-Q1 2026. The analysis covers various industries including SaaS, Manufacturing, Consulting, and Professional Services, with company sizes ranging from 5 to 500+ employees.
Methodology
Data was collected through anonymized CRM exports with company consent. Statistical analysis includes outlier removal and industry-size weighting to ensure representative benchmarks. For detailed methodology, see ourmethodology page.
How to Use This Data
Use these benchmarks to evaluate your team's performance and identify improvement opportunities. Remember that benchmarks vary by industry, company size, and market conditions. For personalized insights based on your specific situation, start free with Optifai.
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Update History
Data last updated: April 20, 2026
- ✓Evergreen formatting: titles and headings no longer include year references
- ✓Metadata centralized for consistency across all benchmark pages
Impacted metrics:
- ✓Data validation and quality improvements
- ✓Enhanced methodology documentation
- ✓Updated sample size reporting for transparency
Impacted metrics:
- ✓Initial release of Deal scoring accuracy benchmark
- ✓Industry average data (N=939 companies)
Regularly updated with latest industry data
Optifai Research Team
VerifiedLed by Yusuke Onishi (Founder & CEO) with 15+ years of B2B sales operations experience. Our research team analyzes pipeline data from 939+ companies to deliver actionable benchmarks for sales leaders.