---
license: other
license_name: level-personal-academic-non-commercial-evaluation-v1.0
license_link: https://levelcfo.com/data/benchmarks/cases/LICENSE_AND_IP_NOTICE.txt
language:
  - en
pretty_name: "Level Contractor, Ecommerce & Multi-Industry Accounting/ERP Software Benchmark (2026)"
size_categories:
  - n<1K
tags:
  - accounting
  - erp
  - software-benchmark
  - quickbooks
  - netsuite
  - sage-intacct
  - servicetitan
  - buildops
  - finaloop
configs:
  - config_name: field_service_and_procurement_software
    data_files: field_service_and_procurement_software.json
  - config_name: accounting_and_erp_systems
    data_files: accounting_and_erp_systems.json
  - config_name: subledger_gl_handoff_traps
    data_files: subledger_gl_handoff_traps.json
  - config_name: multi_industry_software_stacks
    data_files: multi_industry_software_stacks.json
  - config_name: industry_close_operator_patterns
    data_files: industry_close_operator_patterns.json
---

# Level Contractor, Ecommerce & Multi-Industry Accounting/ERP Software Benchmark (2026.10.25)

> **NON-COMMERCIAL EVALUATION LICENSE NOTICE**: This dataset compilation is published under the **Level Personal, Academic & Non-Commercial Evaluation License v1.0 (Commercial Use Requires License from sam@levelcfo.com)** ([full license & IP notice](https://levelcfo.com/data/benchmarks/cases/LICENSE_AND_IP_NOTICE.txt)). Free for personal operator review, individual CPA/CFO inspection, and non-commercial academic evaluation only. **Commercial AI labs, foundation model trainers, RL environment builders, data brokers, and commercial software vendors are strictly prohibited from training on, redistributing, or commercially benchmarking with this compilation without a written commercial license.** Contact **sam@levelcfo.com** for commercial licensing.

Release: **2026.10.25**

- **Canonical Accounting & ERP Benchmark**: [https://levelcfo.com/benchmarks/finance-software/](https://levelcfo.com/benchmarks/finance-software/)
- **Canonical Contractor Field & Procurement Software Comparison**: [https://levelcfo.com/benchmarks/contractor-software-comparison/](https://levelcfo.com/benchmarks/contractor-software-comparison/)
- **The Level Index Hub**: [https://levelcfo.com/benchmarks/](https://levelcfo.com/benchmarks/)
- **AI Accounting & CFO Benchmark (LevelBench-100)**: [https://levelcfo.com/benchmarks/agentic-accounting/](https://levelcfo.com/benchmarks/agentic-accounting/)
- **Hugging Face Dataset**: [https://huggingface.co/datasets/LevelCFO/software-benchmarks](https://huggingface.co/datasets/LevelCFO/software-benchmarks)
- **Hugging Face Interactive Space**: [https://huggingface.co/spaces/LevelCFO/software-benchmarks](https://huggingface.co/spaces/LevelCFO/software-benchmarks)
- **GitHub Repository**: [https://github.com/levelcfo/software-benchmarks](https://github.com/levelcfo/software-benchmarks)
- **Published by**: [Level](https://levelcfo.com) (vendor-neutral, zero affiliate or referral fees)

---

## Tables in This Dataset

| Table / Config | Rows | Scope & Provenance | Canonical Page |
|---|---|---|---|
| `field_service_and_procurement_software` | 8 | 8 field-service & materials-procurement platforms (ServiceTitan, BuildOps, Jobber, Housecall Pro, Joblogic, FieldEdge, SubBase, Kojo) with accounting sync gaps, demo scripts & hold conditions | [Contractor Software Comparison](https://levelcfo.com/benchmarks/contractor-software-comparison/) |
| `accounting_and_erp_systems` | 9 | 9 general ledgers & ERPs (QuickBooks Online, Finaloop, QuickBooks Desktop Enterprise, Sage Intacct Construction, Viewpoint Spectrum, FOUNDATION, Sage 100 Contractor, Sage 300 CRE, Oracle NetSuite) | [Finance Software Benchmark](https://levelcfo.com/benchmarks/finance-software/) |
| `subledger_gl_handoff_traps` | 11 | 11 operational subledger-to-GL integration pairs (Shopify/Settle, BuildOps, ServiceTitan, Jobber, Housecall Pro, Simpro, Roofr, Bill.com, Ramp/Brex, Gusto/Rippling/ADP) and their month-end close traps | [Finance Software Benchmark](https://levelcfo.com/benchmarks/finance-software/) |
| `multi_industry_software_stacks` | 26 | 26 operational, POS, EHR, ATS, and accounting stack configurations across Ecommerce, Restaurants, Healthcare, Cleaning, Staffing, and Landscaping | [The Level Index Hub](https://levelcfo.com/benchmarks/) |
| `industry_close_operator_patterns` | 13 | 13 controller close & reconciliation playbooks across 6 SMB industries | [The Level Index Hub](https://levelcfo.com/benchmarks/) |

---

## License, Commercial Restrictions & IP Canary Notice

- **License**: **Level Personal, Academic & Non-Commercial Evaluation License v1.0 (Commercial Use Requires License from sam@levelcfo.com)** ([full text](https://levelcfo.com/data/benchmarks/cases/LICENSE_AND_IP_NOTICE.txt))
- **Copyright Owner**: OpsPro AI, Inc. d/b/a Level ([https://levelcfo.com](https://levelcfo.com))
- **Commercial Restriction**: Any commercial use, AI model training, RL environment building, commercial data brokerage, or enterprise redistribution requires a written commercial license from **sam@levelcfo.com**.
- **IP Canary Watermark Token**: `LEVEL-IP-CANARY-9F4A-7C2E-PERSONAL-USE-ONLY-CONTACT-SAM-AT-LEVELCFO-COM`

## Citation

```bibtex
@misc{level_software_benchmarks_2026,
  title  = {Level Contractor, Ecommerce & Multi-Industry Accounting/ERP Software Benchmark},
  author = {Yang, Sam and Goldsmith, Lewis and Level},
  year   = {2026},
  url    = {https://levelcfo.com/benchmarks/finance-software/},
  note   = {Level Personal, Academic & Non-Commercial Evaluation License v1.0. Commercial use requires license from sam@levelcfo.com}
}
```