Twenty vs Attio
Side-by-side trajectory, velocity, and editorial themes.
Twenty's open-source CRM hits v2.5 while wiring AI agents and credit-metered billing into the workflow core.
Twenty is shipping fast on its v2.x line, with five releases across April and May pushing AI agents as first-class workflow nodes and rolling out a billing v2 that meters AI credit usage. The release cadence shows the cost of that ambition: a string of cross-version upgrade hotfixes, agent-node execution bugs, and modal-loading regressions has accompanied the new surface area. The team is leaning into incremental hotfixes (v2.5.0 to v2.5.3 within four days) rather than batching.
AI agents and credit-based metering are becoming structural to the product, not optional add-ons — the architecture is being reshaped to gate billing at AI entry points rather than per workflow step. Meanwhile the workspace migration runner keeps surfacing cascade-dependency bugs as the schema evolves, suggesting an underlying brittleness that will need a structural fix. The pattern is: new capability ships, upgrade paths break, hotfix lands.
Expect a consolidation release that hardens the workspace migration runner against cascading column dependencies — the recurring pattern of fixing this case-by-case (v2.5.0, then the band-aids in #20581/#20583) signals a refactor is overdue. AI agent capabilities will continue expanding as the credit-cap architecture matures.
Attio leans hard into agentic AI — Ask Attio now executes multi-record actions, not just answers questions.
Attio's recent run is dominated by a single coordinated April release: Ask Attio shifts from query-only to action-taking across notes, tasks, records, and emails; the platform lands in the ChatGPT store; and a 10x tail-latency reduction underpins the heavier AI surfaces. The mobile app picked up record-history parity, and the developer API gained saved-view filters. Several entries appear duplicated upstream, indicating a feed-level issue rather than two distinct releases.
The trajectory is unambiguous: Attio is repositioning itself from 'modern CRM' to 'agentic CRM where the assistant does the operational work'. The combination of multi-step reasoning, plain-language record manipulation, and a ChatGPT-store presence places Attio's data behind a conversational interface — both inside Attio and inside ChatGPT itself. Performance and developer-platform work look like load-bearing prerequisites for that direction.
Expect deeper agentic capabilities — scheduled or triggered actions ('every Friday, summarize the pipeline and email the changes'), and tighter email/calendar action loops. Once the developer API filters mature, third-party integrations will start composing Ask Attio actions from outside the app.
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