What Transaction Processing Performance Council does

The Transaction Processing Performance Council (TPC) is a non-profit standards corporation founded in August 1988 by Omri Serlin with eight founding members, originally created to bring order to inconsistent vendor benchmark claims in the transaction-processing market. Today the organization maintains a portfolio of eleven active benchmark specifications covering online transaction processing (TPC-C, TPC-E), decision support and analytics (TPC-H, TPC-DS, TPC-DI), virtualization and hyper-converged infrastructure (TPCx-V, TPCx-HCI), big data (TPCx-HS, TPCx-BB), IoT time-series workloads (TPCx-IoT), and AI/ML systems (TPCx-AI v1 and v2), along with common specifications for energy (TPC-Energy) and price/performance reporting (TPC-Pricing).

Architecturally, TPC does not manufacture computing systems; it defines the workloads, audit protocols, and full-disclosure rules that participating vendors follow when submitting benchmark results. Every published result must be independently audited and accompanied by a full disclosure report covering hardware, software, configuration, and pricing, which is the structural feature that distinguishes TPC results from vendor self-published benchmarks. The organization is governed by 17 Full Members including Alibaba, AMD, Dell, HPE, Huawei, Intel, Lenovo, Microsoft, Nvidia, Oracle, and VMware, three Associate Members (Universidade de Coimbra, Imec, Tsinghua University), and seven Professional Affiliates such as InfoSizing and HammerDB Ltd.

The business model is non-commercial and funded through membership dues, benchmark submission fees, and certification/auditor fees. Day-to-day operations are lean — the organization lists 1-10 employees based in San Francisco and relies on Professional Affiliate Parrish TAS for technical administration, with HammerDB hosted open-source via the TPC-OSS initiative on GitHub. Annual thought-leadership activity is anchored by the TPCTC conference co-located with VLDB, the eighteenth edition scheduled for August 31, 2026 in Boston.

Name

Transaction Processing Performance Council

Legal name

Transaction Processing Performance Council

Website

https://tpc.org

Company type

Private

Founded year

1988

Operating status

Operating

Headcount range

1–10 employees

Short description

The Transaction Processing Performance Council (TPC) is a non-profit standards corporation that defines and maintains independently audited benchmark specifications for OLTP, decision support, big data, IoT, and AI workloads. It serves hardware vendors, database vendors, cloud providers, and enterprise IT buyers by publishing comparable, full-disclosure performance results.

Ownership category

akta.pro rank

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Operations, Technology or R&D, Marketing or Sales, Others

Distribution channels1 record

Marketing channels3 records

Core offering

The Transaction Processing Performance Council (TPC) is a non-profit corporation that defines and maintains a portfolio of industry-standard benchmark specifications for evaluating computer system performance, including OLTP (TPC-C, TPC-E), decision support (TPC-H, TPC-DS, TPC-DI), virtualization (TPCx-V), hyper-converged infrastructure (TPCx-HCI), big data (TPCx-HS, TPCx-BB), IoT (TPCx-IoT), and AI (TPCx-AI) workloads. It also publishes common specifications such as TPC-Energy and TPC-Pricing, and hosts the HammerDB open-source database benchmarking tool through its TPC-OSS initiative. All benchmark results must be independently audited and fully disclosed under TPC's governance.

Product overview

The Transaction Processing Performance Council (TPC) is a non-profit organization that defines and maintains a portfolio of industry-standard benchmark specifications for evaluating computer system performance. The TPC portfolio includes transaction processing benchmarks (TPC-C, TPC-E), decision support benchmarks (TPC-H, TPC-DS), specialized benchmarks for virtualization (TPCx-V), hyperconverged infrastructure (TPCx-HCI), big data analytics (TPCx-HS, TPCx-BB), IoT time-series data (TPCx-IoT), and artificial intelligence systems (TPCx-AI v1 and v2). Additionally, TPC provides common specifications including TPC-Energy for standardized energy measurement and TPC-Pricing for consistent price/performance reporting. The organization also hosts HammerDB, an open-source database benchmarking tool, through its TPC-OSS initiative. TPC does not manufacture products but instead creates the benchmark standards that vendors use to demonstrate and compare system performance objectively.

Differentiator

Problem solved

Functional benefit

Products and services

• TPC-C The original TPC transaction processing benchmark for measuring online transaction processing (OLTP) performance and price/performance, intended for hardware vendors, database vendors, and enterprise IT buyers.
• TPC-E OLTP benchmark simulating the workload of a brokerage firm, measuring transaction processing performance for complex online transaction systems.
• TPC-H Decision support benchmark for evaluating ad-hoc, decision support systems performance using a database of configurable size.
• TPC-DS Decision support benchmark designed to represent a broad range of industry data warehouse configurations.
• TPC-DI Data integration benchmark for evaluating data integration and ETL workload performance.
• TPCx-V Virtualization benchmark for evaluating database performance in virtual environments.
• TPCx-HCI Hyper-Converged Infrastructure benchmark for evaluating performance of hyperconverged systems.
• TPCx-HS Big data analytics benchmark using Hadoop-based systems for large-scale data processing evaluation.
• TPCx-BB Big data analytics benchmark for Apache Hadoop compatible systems.
• TPCx-IoT Internet of Things benchmark for evaluating time-series IoT data ingestion and query performance.
• TPCx-AI Artificial intelligence benchmark for evaluating AI system performance, available in Version 1 and Version 2.
• TPC-Energy Common energy measurement specification for TPC benchmarks, defining standardized power and energy metrics.
• TPC-Pricing Common pricing specification ensuring consistent price/performance measurement across TPC benchmarks.
• HammerDB Open-source database benchmarking software hosted by TPC through TPC-OSS initiative, used by vendors and IT buyers for database performance testing.

Segments4 records

Ideal customer profiles4 records

Technology focussed No

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature8 records

Partnerships

14 partnerships are on record, tiered core and minor.

• InfoSizingcoreTechnology or IntegrationA consulting firm specializing in accurate sizing of information systems through the design, management and analysis of performance benchmarks. Provides certified TPC auditors.
• AlibabacoreOthersFull member company participating in TPC benchmark development and submission.
• AMDcoreOthersFull member company participating in TPC benchmark development and submission.
• DellcoreOthersFull member company participating in TPC benchmark development and submission.
• HPEcoreOthersFull member company participating in TPC benchmark development and submission.
• IntelcoreOthersFull member company participating in TPC benchmark development and submission.
• MicrosoftcoreOthersFull member company participating in TPC benchmark development and submission.
• NvidiacoreOthersFull member company participating in TPC benchmark development and submission.
• OraclecoreOthersFull member company participating in TPC benchmark development and submission.
• VMwarecoreOthersFull member company participating in TPC benchmark development and submission.
• Universidade de CoimbraminorOthersAssociate member representing academic research interests in benchmarking.
• Tsinghua UniversityminorOthersAssociate member representing academic research interests in benchmarking.
• ImecminorOthersAssociate member representing research institution interests in benchmarking.
• Parrish TASminorOthersProfessional affiliate specializing in association management, delivering technical systems administration and day-to-day operational support for the TPC.

Scale indicators5 records

Recent moves7 records

Expansion highlights5 records

Direct peers

• Storage Networking Industry Association (SNIA): Non-profit industry organization that develops standards and educational resources for storage, including the SNIA IOTTA repository and storage performance testing practices. Comparable to TPC as a vendor-driven standards body with overlapping enterprise members and a focus on data infrastructure benchmarking.
• JEDEC: Global standards body for the microelectronics industry (memory, storage, packaging). Comparable to TPC as a long-established, member-funded, consensus-driven standards organization with overlapping members (Intel, AMD, HPE, Dell, etc.).
• PCI-SIG: Industry consortium that owns and develops the PCI Express standard. Directly comparable to TPC as a long-running, vendor-funded standards body governing a foundational computing interconnect with overlapping enterprise and chip-vendor membership.
• EEMBC (Embedded Microprocessor Benchmark Consortium, part of MLCommons): Industry consortium that develops and licenses benchmarks for embedded and IoT microprocessors. Comparable to TPCx-IoT in workload focus (time-series ingestion, embedded systems) and in the audited, member-driven governance model.
• Standard Performance Evaluation Corporation (SPEC): Non-profit consortium that develops and maintains standardized, audited benchmarks for compute, server, and graphics performance (e.g., SPEC CPU, SPECpower). TPC's closest functional analog in the benchmarking-consortia space, with overlapping membership and a similar audited, full-disclosure model.

Emerging players

• Basemark: Provider of graphics, mobile, and XR performance benchmarking tools. Comparable to TPC in producing standardized system-performance benchmarks, but focused on client/mobile workloads rather than enterprise server and database systems.
• MLCommons (MLPerf): Industry consortium that publishes MLPerf benchmarks for AI training, inference, and storage. Directly comparable to TPCx-AI in scope and methodology intent (audited, comparable AI system benchmarks), and competes for mindshare in the AI infrastructure benchmarking category.

Broad incumbents

• UL Solutions (3DMark / Futuremark): Owns consumer-facing benchmark brands (3DMark, PCMark) for system and graphics performance. Comparable to TPC in producing performance benchmarks used by both vendors and buyers, though it operates as a commercial business rather than a non-profit consortium.
• IEEE Computer Society / IEEE Standards Association: Large professional organization that develops and publishes computing standards and benchmarks (e.g., POSIX, IEEE 754). Comparable to TPC as a long-standing, consensus-driven standards body in computing, with significantly broader scope and resources.

Others

• The Green Grid: Industry consortium (now concluded) that developed data center efficiency and productivity metrics such as PUE. Comparable to TPC's TPC-Energy specification in addressing standardized power and efficiency reporting for data center infrastructure, with overlapping enterprise and IT vendor membership.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xtwitter.com/TPCBenchmarks
• Facebookfacebook.com/104076176294632
• LinkedInlinkedin.com/company/tpc-transaction-processing-performance-council

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

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M&A

Investments

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