Auto-filed from the agentkitai 2026 competitive + expansion research sweep (2026-06-26). Captured for triage — dedupe against existing/closed issues when sorting.
Product(s): agenteval
Type: table-stakes · Impact: M · Effort: M
Moat-fit: Neutral (dilution risk)
Nearest competitor / whitespace: Phoenix/MLflow
Backlog rank: 41/46
Full context (per-product analysis, cross-cutting plays, thesis check) lives in the research report agentkitai-expansion-roadmap-2026.md.
Product(s): agenteval
Type: table-stakes · Impact: M · Effort: M
Moat-fit: Neutral (dilution risk)
Nearest competitor / whitespace: Phoenix/MLflow
Backlog rank: 41/46
Full context (per-product analysis, cross-cutting plays, thesis check) lives in the research report
agentkitai-expansion-roadmap-2026.md.