CandiSift vs Hirin

CandiSift is an open-source applicant tracking system for parsing resumes, matching candidates to job descriptions, and ranking applicants through a bias-audit workflow. Recruiters can create roles, upload PDF, DOCX, or plain-text resumes in batches, and review ranked results with accept or reject decisions. The screening sequence strips personally identifiable information, applies hard filters, ranks candidates, then sends those who remain to persona agents and human review. Token-cosine ranking, technical and risk personas, and synthesis contribute to that process. Before confirming a staged batch, users can view estimated processing costs; deterministic filters run before the paid LLM stage. CandiSift connects to Anthropic Claude through Agno persona agents, with an offline stub LLM available when there is no API key. It can run in Docker, uses SQLite by default, and supports a Postgres database URL. The project describes HTTP Basic authentication, security headers, rate limiting, upload validation, request limits, prompt-injection defenses, and an append-only audit log. The API includes a bias-audit endpoint. The project has no shipped accuracy benchmark; OCR, embeddings/FAISS, and skillNER are described as swaps rather than included defaults. The software fee is $0.00 per free; LLM processing may incur per-token costs.

Hirin is an AI recruiting platform for candidate sourcing, screening, interviews, and offer management. Its features include AI sourcing, résumé screening, skill assessments, voice and video interviews, interview scheduling, and an AI-powered applicant tracking system. Zena screens and ranks applicants against role criteria and is described as available around the clock. Recruiters can use the mobile app to review candidate details, AI summaries, interview assessments, workflow progress, résumés, and notes. A Chrome extension is listed for sourcing candidates from job portals. Integrations include Google Calendar, Microsoft Teams, WhatsApp, email, Google Meet, and Concept Ninjas, along with connections to popular ATS systems. Enterprise lists native integrations for Keka HR, Darwinbox, BambooHR, and Workday, plus custom integrations through REST API and webhooks. Hirin describes its service as SOC 2 and GDPR ready, with encrypted data and permission-based access; its privacy policy notes that no system can be guaranteed completely secure. Lite costs ₹10,000 per month and Premium ₹25,000 per month; both include all Hirin features and a 30-day free trial. Listed prices exclude GST; the pricing page says 18% GST applies to Indian customers.