The 5 Best Interview Scorecard Software Tools

1. 1. Yardstick — An interview scorecard tool built into a structured-interview ATS, where role criteria, rubrics, evidence, and AI decision briefs connect to the interview plan, with agents operating under human approval

   Best for: small-to-mid teams that want scorecards tied to criteria and evidence inside the system of record.

   • Yardstick starts before the scorecard. You design the interview guide for the role with AI before anyone is scheduled, built to show which strong candidates will perform in this role. Each scorecard question comes from that guide, with a written anchor for every score, so two interviewers who hear the same answer give the same number. That is how Yardstick improves your hiring results.
   • Yardstick scores every application against your criteria, and once the panel's scorecards are in, it turns them into a decision brief for the team to review.
   • It's agent-operable. A public API, the yardstick CLI, and an MCP server ship on every account, so your AI agent (Claude Code, Codex, ChatGPT, Claude) can draft interview plans and scorecards and summarize evidence. Sensitive actions like advancing a candidate wait for a person to approve.
   • Pricing is published and self-serve (checked October 15, 2026). Your first three Jobs are free. After that, Core is $49 a month plus $29 per open role each month, and Scale is $149 a month plus $19 per open role each month. You pay for open roles, not seats, headcount, or an annual contract.
   • Start free and build the interview guide and scorecard for your next role, or compare the plans.

   Watch-out: Yardstick is a focused structured-interview ATS, not a broad enterprise suite, so it has fewer prebuilt third-party integrations than long-established platforms. If a deep integration catalog is a hard requirement today, weigh that against how much of the interview structure you get on day one.

2. 2. Greenhouse — An enterprise ATS whose interview kits and scorecards are the widely-cited reference standard for structured scoring at scale

   Best for: larger orgs standardizing scored debriefs across many teams.

   • Greenhouse is one of the most established ATSes, with structured-hiring features — interview kits and scorecards — refined over many years.
   • Its scorecard and reporting ecosystem is extensive, which matters when many interviewers and teams need to score consistently.

   Watch-out: The structure comes at enterprise weight, with more setup than a small or mid-sized company typically needs, which is often where structured scoring stalls before it's fully adopted. Greenhouse's pricing page (checked October 15, 2026) lists structured interview kits and scorecards and an AI Notetaker on its Core plan, and its MCP server is in open beta for Site Admins on its Core, Plus, and Pro tiers. Greenhouse publishes no prices, and every plan on that page leads to a demo, so reaching any of it starts with a sales conversation.

3. 3. Ashby — A modern all-in-one ATS with structured scorecards plus deep analytics and reporting

   Best for: data-driven scaling teams that want scorecards and strong reporting in one platform.

   • Ashby combines applicant tracking, scheduling, scorecards, and analytics in a single platform, so scoring data feeds the same reporting layer.
   • It's a strong fit for teams that want to slice hiring data and see how scores move through the funnel.

   Watch-out: All-in-one breadth means scorecards are one feature among many — more platform than a small team's first scorecard need calls for.

4. 4. Lever — A talent-acquisition suite (ATS plus CRM) with structured feedback forms and scorecards inside the pipeline

   Best for: teams that want structured candidate feedback as part of a broader sourcing-and-pipeline suite.

   • Lever pairs applicant tracking with candidate-relationship management, and interview feedback forms / scorecards are part of the pipeline workflow.
   • It suits teams whose priority is sourcing and nurturing candidates alongside structured feedback.

   Watch-out: Scorecards are a pipeline feature on a broad suite rather than the product's center of gravity, so the depth of the scorecard model is lighter than a scorecard-first tool's.

5. 5. BrightHire — Interview intelligence that records interviews and structures the interview evidence, with interviewer coaching

   Best for: TA orgs improving interview and scoring quality on top of an existing ATS.

   • BrightHire records interviews and surfaces highlights, searchable moments, and interviewer coaching insights across a hiring org.
   • It helps interviewers give better, more evidence-grounded feedback once a scorecard already exists somewhere.

   Watch-out: It layers on an existing ATS and structures interview data rather than building the criteria-tied scorecard itself — so you still need the scorecard structure to come from somewhere. That gap is what a structured-interview ATS exists to close.

Where a vendor does not publish a price, the row says so rather than guessing. The common pattern is that scorecards sit one tier up from the entry plan; Yardstick puts the interview guide and scorecard on every plan because the scorecard is where the interview evidence lands, not an upgrade. See Yardstick pricing for what counts as an open role, or the wider ATS pricing comparison.