# Best Supply Chain Cost-To-Serve Analytics Software - Page 2 ## How Many Supply Chain Cost-To-Serve Analytics Software Products Does G2 Track? **Total Products under this Category:** 26 ### Category Stats (Aug 2026) - **Average Rating:** 4.3/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Solvoyo (+0.26%) - Among all products in this category, Solvoyo recorded the largest rating increase compared to last month _Last updated: August 01, 2026_ ## How Does G2 Rank Supply Chain Cost-To-Serve Analytics Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 1,100+ Authentic Reviews - 26+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. **Sponsored** ### SAP Ariba SAP Ariba automates management of the purchasing lifecycle for indirect goods and services, to streamline workflows, expedite approvals, and eradicate errors and exceptions. By increasing procurement efficiency, it helps users to manage more spend with less effort, and meet demands with agility and speed. For smaller companies relying on manual methods and simple automation, or a large global enterprises using multiple applications and ERP systems, SAP Ariba solutions deliver end-to-end spend visibility, control, and compliance, to help organizations become more flexible, responsive, and fiscally effective. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1460&secure%5Bchosen_at%5D=2026-08-01T23%3A21%3A36Z&secure%5Bdisplayable_resource_id%5D=1460&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1460&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=510&secure%5Bresource_id%5D=1460&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fsupply-chain-cost-to-serve-analytics%3Fpage%3D2&secure%5Btoken%5D=859a0b16c433daa5fe62f4577636c4d20dd538d87d823c7b6e5ce16806e43c4f&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fcmp%2Fdg%2Fgartner-magic-quadrant-for-source-to-pay%2Findex.html%3Fcampaigncode%3DCRM-YD25-ISM-408603%26source%3DARIBA-click-campaign-G2&secure%5Burl_type%5D=custom_url) ### [Lyric](https://www.g2.com/products/lyric/reviews) Orchestrate, innovate and deliver intelligence for every Supply Chain decision. #### Who Is the Company Behind Lyric? - **Seller:** [Lyric](https://www.g2.com/sellers/lyric) - **Year Founded:** 2021 - **HQ Location:** Sunnyvale, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=20170017cd0bf19f516a8709d85a29abd508b87128f3e813b27a2ab9e52e8146&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flyric-tech&secure%5Burl_type%5D=linkedin_company_website) 174 employees on LinkedIn® ### [Micro Estimating](https://www.g2.com/products/micro-estimating/reviews) Precision Estimating and Business Tools for Engineered Profits. Estimating, Quoting and Cost Administration for Manufacturing MicroEstimating's cost engineering software for the machining and fabrication industries, encompasses process planning, estimating, bill of materials and ShouldCost estimation analysis. #### Who Is the Company Behind Micro Estimating? - **Seller:** [Micro Estimating Systems](https://www.g2.com/sellers/micro-estimating-systems) - **Year Founded:** 1982 - **HQ Location:** Reno, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e9b1346f91a104f1b12fc8630d034e1b720e100a9aa90511f1386523033ca56e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicro-estimating-systems-inc%2F&secure%5Burl_type%5D=linkedin_company_website) 3 employees on LinkedIn® ### [Muir AI](https://www.g2.com/products/muir-ai/reviews) Muir generates should cost models, tariff analytics and carbon footprint reports for customer products. Muir’s AI model generates the Bill of Material, Supply Chain and Intelligence behind any given product to then drive better design and procurement decisions #### Who Is the Company Behind Muir AI? - **Seller:** [Muir AI](https://www.g2.com/sellers/muir-ai) - **Year Founded:** 2022 - **HQ Location:** Seattle, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6b0c5e274985a702d9f1ea0344c03a4661e0744a92f86eedaa2e0c973ef9e143&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmuir-ai&secure%5Burl_type%5D=linkedin_company_website) 13 employees on LinkedIn® ### [Optilogic Cosmic Frog](https://www.g2.com/products/optilogic-cosmic-frog/reviews) Developed by Optilogic, Cosmic Frog is a SaaS-based supply chain design platform optimizing network efficiency by modeling cost, service, risk, and sustainability. It enables analysts and executives to explore "what if" scenarios, determining optimal supply chain configurations with features like intelligent Greenfield analysis, discrete event simulation, and risk ratings. Cosmic Frog runs tens to hundreds of scenarios in parallel and offers a free trial account and simple pricing. #### Who Is the Company Behind Optilogic Cosmic Frog? - **Seller:** [Optilogic](https://www.g2.com/sellers/optilogic) - **Year Founded:** 2019 - **HQ Location:** 309 S. Main St Ann Arbor, MI 48104 - **Twitter:** @get\_optilogic 72 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ab8aa3d1140fe3ed9ae06a37de8e89fc9ba9adc86c9ca6711820e21303dc8dc4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foptilogic&secure%5Burl_type%5D=linkedin_company_website) ### [RiverBit](https://www.g2.com/products/riverbit/reviews) RiverBit is a next-generation technology leader transforming how pharmaceutical retail and wholesale networks manage inventory. We replace manual, error-prone ordering with autonomous AI automation, trusted by industry giants like PHOENIX, BENU, and Dr. Max. By managing over €1.5B in inventory across 2,000+ pharmacies, RiverBit provides the surgical precision needed to thrive in today’s complex market. Why industry leaders choose RiverBit: Maximize Revenue: Eliminate out-of-stocks and capture up to 5% in lost sales by ensuring the right product is always on the shelf. Unleash Capital: Optimize stock levels to reduce inventory by 15–25%, significantly improving cash flow without compromising service. Operational Freedom: Save each pharmacy 1–2 hours daily by automating up to 80% of all orders, allowing staff to focus on patients, not spreadsheets. AI-Driven Resilience: Slashing expirations by 30% through advanced predictive demand planning and smart substitute mapping. Core Capabilities: Autonomous Inventory Management: Self-learning systems that adapt to market shifts in real-time. Hyper-Accurate Forecasting: AI insights that outpace traditional historical data. Seamless Integration: A plug-and-play extension for your existing ERP/POS—no replacement required. #### Who Is the Company Behind RiverBit? - **Seller:** [RiverBit](https://www.g2.com/sellers/riverbit) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® ### [Soapbox](https://www.g2.com/products/soapbox-soapbox/reviews) Soapbox is a unified platform that connects and orchestrates your entire supply chain tech stack to optimize scale, efficiency, and delivery. With Soapbox middleware, flexibility comes standard. Use Soapbox’s native tools including OMS, WMS, IMS, and TMS, or integrate your existing systems like an ERP, CRM, or billing tool. Eliminate manual workarounds with connected workflows and real-time visibility. With standardized data and built-in insights, Soapbox becomes the single source of truth for brands, enterprises, and 3PLs to streamline operations across every sales channel, from order routing to warehouse coordination. Connect. Automate. Scale. All in one platform. #### Who Is the Company Behind Soapbox? - **Seller:** [Soapbox](https://www.g2.com/sellers/soapbox-3d34b983-523d-4904-9b4d-fad26fa1f889) - **Year Founded:** 2019 - **HQ Location:** Santa Monica, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c5eab3fc3d033dd64644f91cf8093554c2828d838f8aefed7c62c6b0dd6e31a3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsoapboxinc&secure%5Burl_type%5D=linkedin_company_website) 21 employees on LinkedIn® ### [SpecBreak](https://www.g2.com/products/specbreak/reviews) Management of Change #### Who Is the Company Behind SpecBreak? - **Seller:** [WebmasterENG.com](https://www.g2.com/sellers/webmastereng-com) - **Year Founded:** 2015 - **HQ Location:** Calgary, CA - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8e4b921c8bc9c6bc9c387feb61abf7dacf322eef7047f0d24cb11cb55f316458&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10783564&secure%5Burl_type%5D=linkedin_company_website) 2 employees on LinkedIn® ### [Syren Cloud Cost to Deliver](https://www.g2.com/products/syren-cloud-cost-to-deliver/reviews) Syren Cost to Deliver solution provides elaborate data analysis, labor optimization & logistics management techniques. #### Who Is the Company Behind Syren Cloud Cost to Deliver? - **Seller:** [Syren Cloud](https://www.g2.com/sellers/syren-cloud) - **Year Founded:** 2020 - **HQ Location:** Bellevue, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=257e672fbe388232deb1de29d0807ed3e24f3e67f2805e3c0d26563bcaf2285b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsyrencloud%2F&secure%5Burl_type%5D=linkedin_company_website) 346 employees on LinkedIn® ### [ThroughPut](https://www.g2.com/products/throughput-inc-throughput/reviews) ThroughPut.AI puts companies on the fast-track to efficient and profitable supply chain operations, giving them a visible competitive advantage in the market. By harmonizing strategic and operational efforts with the leading patented, AI-driven and data-powered supply chain analytics & decision intelligence solution, ThroughPut.AI empowers even the most challenged supply chains to realize significant, measurable improvements in remarkably short time frames - shifting from the protracted timelines characteristic of conventional digitization efforts, to mere days. ThroughPut.AI’s Supply Chain Decision Intelligence and Analytics solution is engineered to meticulously evaluate and identify improvement opportunities across the entire supply chain, recommending data-driven, intelligent actions to optimize production, product mix, dynamic inventories, and customer demand in real-time. This strategic optimization can be pivotal for businesses intent on boosting production and distribution efficiencies, curtailing delays in supply and distribution, and amplifying margins, as well as market share at speed. #### Who Is the Company Behind ThroughPut? - **Seller:** [ThroughPut](https://www.g2.com/sellers/throughput) - **Year Founded:** 2017 - **HQ Location:** Palo Alto, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=48cd5b22781e5db553d869707f5357af03c9c25f5bf0aa7516e7da8cbbdd4c9b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fthroughput&secure%5Burl_type%5D=linkedin_company_website) 28 employees on LinkedIn® ### [TruePlanning](https://www.g2.com/products/trueplanning/reviews) The structure, speed and statistical rigor of the TruePlanning cost estimation framework provides multiple advantages for efficient, accurate estimating outcomes. #### Who Is the Company Behind TruePlanning? - **Seller:** [Unison](https://www.g2.com/sellers/unison) - **Year Founded:** 1984 - **HQ Location:** McLean, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a4c960de848d9d26704aeb5c826d266294c5188061a2fe9ef50f3c8d600ff593&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funison-global&secure%5Burl_type%5D=linkedin_company_website) 500 employees on LinkedIn® ### [VERDIS Production Planning](https://www.g2.com/products/verdis-production-planning/reviews) VERDIS is an evolutionary supply chain decision-making platform enabled by Artificial Intelligence, Machine Learning & Big Data technologies, that helps enterprises move towards agile supply chains while catering to the uncertainties in supply, demand, and the ecosystem. **Average Rating:** 4.0/5.0 **Total Reviews:** 1 #### Who Is the Company Behind VERDIS Production Planning? - **Seller:** [Cogneau Systems Pvt ltd](https://www.g2.com/sellers/cogneau-systems-pvt-ltd) - **Year Founded:** 2015 - **HQ Location:** Gurgaon, IN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=01c374ef4590cd8b37a741402a7c5c65be761336599da390f03879129c3e9726&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fverdis-ai&secure%5Burl_type%5D=linkedin_company_website) 39 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Small #### What Are Recent G2 Reviews of VERDIS Production Planning? **["Verdis has been a life saver"](https://www.g2.com/survey_responses/verdis-production-planning-review-9529097)** **Rating:** 4.0/5.0 stars _— Bhavit J._ [Read full review](https://www.g2.com/survey_responses/verdis-production-planning-review-9529097) - [‹ Prev‹ Prev](/categories/supply-chain-cost-to-serve-analytics?order=popular#product-list) - [1](/categories/supply-chain-cost-to-serve-analytics?order=popular#product-list) - 2 - Next ›Next › Spotlight Categories [Managed File Transfer (MFT) Software](https://www.g2.com/categories/managed-file-transfer-mft) [Restaurant POS Systems](https://www.g2.com/categories/restaurant-pos) [Customer Communications Management Software](https://www.g2.com/categories/customer-communications-management) [Influencer Marketing Platforms](https://www.g2.com/categories/influencer-marketing-platforms) [Accounting Software](https://www.g2.com/categories/accounting) Similar Categories - [Supply Chain Suites](/categories/supply-chain-suites) - [Supplier Relationship Management (SRM)](/categories/supplier-relationship-management-srm) - [Supply Chain Business Networks](/categories/supply-chain-business-networks) - [Supply Chain Planning](/categories/supply-chain-planning) - [Supply Chain Visibility](/categories/supply-chain-visibility) [Browse Supply Chain Cost-To-Serve Analytics Themes](/categories/supply-chain-cost-to-serve-analytics/themes) ![Daniel Rivera](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Daniel Rivera") DR Researched and written by [Daniel Rivera](https://research.g2.com/insights/author/daniel-rivera) Updated October 3, 2024 Supply chain cost-to-serve analytics software allows businesses to gain deep insights into the costs involved in bringing a product to market, shipping it, and planning the costs associated with the supply chain activities for that product. The solution offers an extensive overview of data, from the initial creation of the product to its delivery. A supply chain cost-to-serve model involves forecasting expenses across a product's lifecycle, including transportation, production, distribution, and taxes or duties, to help procurement and product managers optimize supply chain planning. To avoid a time-consuming, and often manual, cost management process, vendors have created these streamlined solutions. Leveraging supply chain cost-to-serve analytics enables businesses to make data-driven decisions. They can apply real-time insights to optimize the cost of serving each product and customer within their network. To qualify for inclusion in the Supply Chain Cost-To-Serve Analytics category, a product must: - Analyze cost data for shipping and production - Provide expense and profit insights associated with product lifecycles - Offer visibility into a portfolio of products - Forecast costs of customer demand Show More