GPT-OSS-120B vs NationGraph

GPT-OSS-120B is a revolutionary open-weight language model from OpenAI, designed to democratize access to top-tier AI reasoning. Think of it as a massive brain with 117 billion parameters, but one that's cleverly designed to be both powerful and surprisingly practical to use. Its secret sauce is the Mixture-of-Experts (MoE) architecture, which allows it to activate only about 5.1 billion parameters for any given task. This smart design means you can run this state-of-the-art model on a single high-end 80GB GPU, making advanced AI more accessible than ever before. Released under the fully permissive Apache 2.0 license, it grants you complete freedom for commercial use, modification, and sharing. Whether you're a researcher exploring the frontiers of machine intelligence, a developer crafting innovative AI applications, or a business looking to integrate sophisticated analysis and problem-solving into your products, GPT-OSS-120B is your versatile toolkit. It combines cutting-edge performance in areas like math and health reasoning with operational efficiency and true open-source liberty, empowering you to build the future.

NationGraph makes the public sector legible and accessible to businesses. We index over 110,000 government institutions and 4 million government webpages to surface predictive buying intelligence for sales teams selling to state, local, and education (SLED) government.

Signals: Predictive intelligence on government purchasing decisions. Cross-references council meetings, budgets, purchase orders, contracts, capital improvement plans, and active RFPs to surface real buying triggers — not just keyword mentions.

Contacts: AI-powered search that matches government decision-makers by role, with verified emails and direct phone numbers. Reach the right buyer on the first call.

Public Record Automations: Unlocks hard-to-access government documents at scale. Handles FOIA requests, extraction, and structured delivery into existing sales tools.

Automations: Turn signals and public-sector data into repeatable workflows — ranked institution lists, competitor contract research via FOIA, and CRM syncs to Salesforce and HubSpot.

Results: 60x faster account research, 230% average increase in pipeline coverage, 3-5x higher win rate on RFPs.

Founded in 2024. $22.5M raised, Series A led by Menlo Ventures with participation from Perplexity's Fund.