Pieces for Developers vs Granola (2026)

Pieces for Developers

by Pieces

Granola

by Granola, Inc.

Pros

• ✓Cross-tool memory architecture with 10 dedicated plugins captures context that IDE-only tools miss: VS Code (95,000+ installs), JetBrains (34,000+), Visual Studio (15,000+), Obsidian (10,000+), JupyterLab, Sublime Text, Neovim, browser extension, CLI, and Raycast cover the full developer surface.
• ✓Local-first processing with explicit no-training commitment and SOC 2 Type II certification: Pieces processes data locally where possible, supports on-device models via Ollama and proprietary nano-models, and commits to never using customer data, addressing privacy blockers at security-conscious organizations.
• ✓MCP support connects Pieces memory to GitHub Copilot, Claude, Cursor, and Goose: the persistent memory layer complements rather than competes with AI coding agents, letting developers use their preferred coding tool with Pieces providing the context those tools lack.

Limitations

• ⚠Memory tool category requires investment before delivering value: developers must accumulate context over time before the LTM advantage materializes, with longer time-to-meaningful-benefit than tools that work immediately on first use.
• ⚠Teams pricing requires contacting sales with no self-serve option: organizations cannot evaluate team features like shared memory and BYOK model selection without a sales conversation, adding friction compared to competitors with self-serve team trials.
• ⚠Not an autonomous coding agent: Pieces is a memory and context layer that complements but does not replace AI coding tools like Cursor or Claude Code; teams expecting autonomous code generation, bug fixing, or PR creation will not find those capabilities here.

Pros

• ✓Bot-free architecture across any meeting platform (Zoom, Meet, Teams, Webex, Slack) from Mac, Windows, and iPhone without appearing as a participant, eliminating bot friction in client-facing calls and regulated meeting environments
• ✓$1.5B valuation from $125M Series C (March 2026) with enterprise customers including Vanta, Vercel, Gusto, Asana, Cursor, Lovable, Decagon, and Mistral AI, plus SOC 2 Type 2 certification completed July 2025 validating security posture for enterprise procurement
• ✓Business plan at $14 per user per month includes Attio, Notion, Slack, HubSpot, Affinity, Asana, Zapier, MCP integration, and personal API: competitive integration breadth at a price meaningfully below Otter.ai Business and Fathom Business tiers

Limitations

• ⚠Manual start required before each meeting: Granola does not auto-join or auto-record, so notes are missed if the user forgets to start the recording before a call begins
• ⚠Free tier notes older than 30 days require a paid upgrade to access: teams that discover the value of a specific meeting note after the 30-day window must upgrade to Business or Enterprise to retrieve it
• ⚠Org-wide model training opt-out and SSO require Enterprise at $35 per user per month; Business at $14 allows individual opt-out but not team-wide policy, which creates a compliance gap for teams in regulated industries below Enterprise budget