{"components":[{"slug":"maple","name":"Maple","summary":"Maple is a general observability platform for traces, logs, and metrics. It accepts OTLP data and uses ClickHouse-family storage and query paths. 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We compare 4 alternatives: E2B, Modal, Fly.io Sprites, and Freestyle. 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Grok pass was unavailable or incomplete. No usage metrics were observed."},"relations":[{"from":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","to":"how-hopx-achieves-100ms-cold-starts","kind":"fills-same-slot-as","note":"Shared functions code, memory, store. Can fill the same function slot."},{"from":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","to":"agent-sandbox","kind":"fills-same-slot-as","note":"Shared functions code, store, tool-call. Can fill the same function slot."},{"from":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","to":"comparing-ai-agent-sandbox-platforms-e2b-modal-daytona-and-more","kind":"fills-same-slot-as","note":"Shared functions code, memory, payment. Can fill the same function slot."},{"from":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","to":"slack-enterprise-search","kind":"fills-same-slot-as","note":"Shared functions generate, memory, tool-call. Can fill the same function slot."},{"from":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","to":"shadcn-ui","kind":"fills-same-slot-as","note":"Shared functions code, compose. Can fill the same function slot."},{"from":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","to":"ai-agent-sandbox-comparison-2026-seven-platforms","kind":"fills-same-slot-as","note":"Shared functions code, compose, memory. Can fill the same function slot."},{"from":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","to":"best-code-execution-sandbox-for-ai-agents-in-2026","kind":"fills-same-slot-as","note":"Shared functions code, compose, memory. Can fill the same function slot."},{"from":"daytona-alternatives-4-ai-agent-sandbox-platforms-compared-2026","to":"agentmemory","kind":"fills-same-slot-as","note":"Shared functions code, memory. Can fill the same function slot."}],"explain":{"score":6,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"No MCP surface is declared. An API is declared. Cost is unknown. 1 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is 2026-10-17. Freshness is omitted unless observed as a signal.","sources":[{"kind":"web","label":"executor","url":"https://www.morphllm.com/comparisons/daytona-alternative","excerpt":"# Daytona Alternatives: 4 AI Agent Sandbox Platforms Compared (2026)\n\nDaytona pivoted to AI agent infrastructure in early 2025. We compare 4 alternatives: E2B, Modal, Fly.io Sprites, and Freestyle. Cold start times, pricing, isolation model","at":"2026-10-17T08:35:48.103Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":6},{"slug":"pgbot","name":"pgbot","summary":"pgbot is a read-only, findings-first PostgreSQL diagnostic written in Go. 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Official README: one static binary connects, reads Postgres's own statistics views, and prints a graded health report plus what changed since last time. No collector, no time-series store, no write privilege anywhere in the path.","kind":"resource","publisher":"","homepage":"https://pgbot.dev","repoUrl":"https://github.com/pgrundev/pgbot","license":"Apache-2.0","costRange":"unknown","functions":["store"],"slices":[{"functionId":"store","label":"Store","note":"pgbot is a read-only, findings-first PostgreSQL diagnostic written in Go. Official README: one static binary connects, reads Postgres's own statistics views, and prints a graded health report plus what changed since last time. No collector, no time-series store, no write privilege anywhere in the path.","cost":"unknown"}],"interfaces":[],"composabilityRationale":""},"relations":[{"from":"pgbot","to":"victoriametrics","kind":"alternative-to","note":"Shared functions store. Same kind and overlapping capability."}],"signals":[{"key":"has_license","value":1,"source":"component-record","method":"declared-license","observedAt":"2026-08-21T00:00:00.000Z"}],"claimVerification":[],"explain":{"score":5,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"value":0.15,"contribution":0.027,"why":"A licence is declared.","sources":[],"evidence":"observed"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-21-pgrundev-pgbot.md\npgbot is a read-only, findings-first PostgreSQL diagnostic written in Go. Official README: one static binary connects, reads Postgres's own statistics views, and prints a graded health report plus what changed since last time. No collector, no time-series store, no write privilege anywhere in the path.","at":"2026-08-21T00:00:00.000Z"}],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0,"contribution":0,"why":"No MCP surface is declared. No API is declared. Cost is unknown. 0 of 3 checklist fields are complete.","sources":[],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is 2026-08-21. Freshness is omitted unless observed as a signal.","sources":[{"kind":"human","label":"Compendium resource card","excerpt":"06 Knowledge Library/Resources/coding/2026-08-21-pgrundev-pgbot.md\npgbot is a read-only, findings-first PostgreSQL diagnostic written in Go. Official README: one static binary connects, reads Postgres's own statistics views, and prints a graded health report plus what changed since last time. No collector, no time-series store, no write privilege anywhere in the path.","at":"2026-08-21T00:00:00.000Z"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":5}]}