{"id":"magnitude--magnitude-run","name":"Magnitude","url":"https://magnitude.dev/","page":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/magnitude--magnitude-run","family":"agents","section":"Computer-use & desktop agents","sections":["Computer-use & desktop agents"],"tier":3,"last_verified_at":"2026-10-29","lifecycle":{"status":"deprecated","severity":3,"note":"superseded by a successor product"},"taxonomy":null,"cells":{"type":{"value":"OSS browser-agent framework for web tests (YC)","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"desc":{"value":"Formerly an OSS AI browser-agent / natural-language E2E testing framework (YC 2025). The magnitudedev/magnitude repo now hosts an OSS local inference engine + desktop app that serves open models to agents.","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","source_class":"repo"},"claims":{"value":"YC-backed; OSS; visual-first agent loop (screenshots not just DOM)","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","source_class":"repo"},"modalities":{"value":"screenshots + DOM + natural-language tests","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"created":{"value":"2025 (GitHub first commit)","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","last_verified_at":"2026-05-14","source_class":"repo"},"latest-release":{"value":"v0.x ongoing on GitHub","citation":"https://github.com/magnitudedev/magnitude/releases","status":"real-data","tier":"T1","last_verified_at":"2026-05-14","source_class":"repo"},"license":{"value":"Apache-2.0","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","source_class":"repo"},"gh":{"value":"magnitudedev/magnitude — ~7.2k stars, last commit n/a (repo repurposed to inference engine)","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","last_verified_at":"2026-10-26","source_class":"repo"},"mindshare":{"value":"YC launch; niche but credible in QA/test-automation circles","citation":"https://magnitude.run/","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"citations":{"value":"not applicable — not academic","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-13"},"funding":{"value":"YC 2025 batch (~$500k standard YC)","citation":"https://www.ycombinator.com/companies","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"third-party"},"customers":{"value":"searched not found","citation":"https://www.google.com/search?q=magnitude.run+customers","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"pricing":{"value":"OSS free; cloud / enterprise on roadmap","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"compliance":{"value":"searched not found","citation":"https://www.google.com/search?q=Magnitude+SOC+2","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"data-handling":{"value":"OSS = your infra","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"deployment":{"value":"Self-hosted only — local library/desktop app","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","source_class":"repo"},"hq":{"value":"US (YC, San Francisco)","citation":"https://www.ycombinator.com/companies","status":"real-data","tier":"T2","source_class":"third-party"},"founders":{"value":"searched not found","citation":"https://www.google.com/search?q=magnitude.run+founders","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"volume":{"value":"searched not found","citation":"https://www.google.com/search?q=magnitude.run+volume","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"perf":{"value":"searched not found","citation":"https://www.google.com/search?q=magnitude+QA+benchmark","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"repro":{"value":"not applicable — not a research paper","citation":null,"status":"not-applicable","tier":"T3"},"code-release":{"value":"OSS — github.com/magnitudedev/magnitude","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","source_class":"repo"},"api-surface":{"value":"CLI + Playwright-style API","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"latency":{"value":"searched not found","citation":"https://www.google.com/search?q=Magnitude+latency","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"throughput":{"value":"searched not found","citation":"https://www.google.com/search?q=Magnitude+throughput","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"backend-storage":{"value":"Local Playwright state","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"multi-tenancy":{"value":"Single-tenant (local CLI)","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"encryption":{"value":"TLS for LLM calls; local state otherwise","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"sso-rbac":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"embedding-model":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"consistency":{"value":"searched not found","citation":"https://www.google.com/search?q=Magnitude+consistency","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"versioning":{"value":"Tests versioned in user repo (git)","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"tombstoning":{"value":"not applicable — stateless","citation":null,"status":"not-applicable","tier":"T3"},"schema-evolution":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"namespace":{"value":"per-project (test suite)","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"contradiction":{"value":"not applicable — stateless","citation":null,"status":"not-applicable","tier":"T3"},"forgetting":{"value":"not applicable — stateless","citation":null,"status":"not-applicable","tier":"T3"},"mcp-support":{"value":"no — not mentioned in repo","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","source_class":"repo"},"a2a-support":{"value":"searched not found","citation":"https://www.google.com/search?q=Magnitude+A2A","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"otel":{"value":"searched not found","citation":"https://www.google.com/search?q=Magnitude+OpenTelemetry","status":"depth-floor-reached","tier":"T2","source_class":"third-party"},"webhooks":{"value":"not applicable — stateless","citation":null,"status":"not-applicable","tier":"T3"},"import-export":{"value":"Tests exportable as code / markdown","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"integration-count":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"orchestration":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"programmatic-control":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"vendor-benchmarks":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-13"},"pricing-specifics":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"agent-abstraction":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"memory-primitives":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"llm-lock":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"runtimes":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"session-handling":{"value":"not applicable — wrong section","citation":null,"status":"not-applicable","tier":"T3"},"validated-verticals":{"value":"QA / end-to-end web test automation","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"time-to-running":{"value":"<30min (npm install)","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","source_class":"repo"},"anti-fit":{"value":"Test-automation focus — not for autonomous operator-style tasks","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"optimised-for":{"value":"Natural-language E2E tests as the unit of work","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"adjacent-infrastructure":{"value":"Playwright; Anthropic / OpenAI APIs","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"pros":{"value":"YC-backed; clean test-first framing; Apache 2.0 license.","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"cons":{"value":"Narrow scope (QA); small team; no funding disclosure beyond YC.","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"links":{"value":"magnitude.run; github.com/magnitudedev/magnitude","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"obs-langsmith":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-opentelemetry":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-datadog":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-helicone":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-weave":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-langfuse":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-arize":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-custom":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-token-budget":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-prompt-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-semantic-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-batching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-model-routing":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-streaming-only":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-observability-cost-attribution":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-langsmith-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-braintrust":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-weights-and-biases-agent":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-helicone-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-custom-test-harness":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-human-loop":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-production-traffic-replay":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"commit-trajectory":{"value":"[{\"ym\":\"2026-03\",\"cum\":328},{\"ym\":\"2026-04\",\"cum\":632},{\"ym\":\"2026-05\",\"cum\":719}]","citation":"https://github.com/magnitudedev/magnitude","status":"real-data","tier":"T1","last_verified_at":"2026-05-14","source_class":"repo"},"citation-trajectory":{"value":"not applicable — non-paper row","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"download-trajectory":{"value":"not applicable — not published as a package","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"cost-input-usd-per-mtok":{"value":"not applicable — subscription pricing, no per-token cost","citation":"https://magnitude.run/","status":"not-applicable","tier":"T2","source_class":"vendor"},"cost-output-usd-per-mtok":{"value":"not applicable — subscription pricing, no per-token cost","citation":"https://magnitude.run/","status":"not-applicable","tier":"T2","source_class":"vendor"},"cost-tier":{"value":"not applicable — subscription pricing, no per-token cost","citation":"https://magnitude.run/","status":"not-applicable","tier":"T2","source_class":"vendor"},"cost-pricing-model":{"value":"subscription","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"cost-last-verified":{"value":"2026-06-29","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"capability-composite-score":{"value":"54","citation":null,"status":"estimate","tier":"T3"},"capability-band":{"value":"competent","citation":null,"status":"estimate","tier":"T3"},"capability-benchmark-sources":{"value":"general capability estimate — no specific benchmark recalled","citation":null,"status":"estimate","tier":"T3"},"capability-last-verified":{"value":"2026-06-29","citation":null,"status":"estimate","tier":"T3"},"use-case-tags":{"value":"scoped-agentic, code-generation-focused","citation":null,"status":"estimate","tier":"T3"},"use-case-anti-tags":{"value":"latency-sensitive, offline-capable, memory-augmented-chat","citation":null,"status":"estimate","tier":"T3"},"adoption-accelerator":{"value":"yc-s25","citation":"https://www.ycombinator.com/companies/magnitude","status":"real-data","tier":"T2","source_class":"third-party"},"architecture-deployment-locus":{"value":"local","citation":"https://magnitude.dev/","status":"real-data","tier":"T2","source_class":"vendor"},"licensing-bucket":{"value":"open-source","citation":"https://magnitude.run/","status":"real-data","tier":"T2","source_class":"vendor"},"positioning-platform-vs-product":{"value":"platform","citation":"https://magnitude.dev/","status":"real-data","tier":"T2","source_class":"vendor"},"taxonomy-three-layer-rollup":{"value":"agent-infra","citation":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/docs/schema/section-to-three-layer-rollup.json","status":"real-data","tier":"T1","source_class":"repo"},"developer-activity-opendigger":{"value":"{\"activity\":100.73,\"as_of\":\"2026-09\",\"openrank_12mo\":5.57,\"openrank_current\":5.57,\"participants\":46}","citation":"https://oss.open-digger.cn/github/magnitudedev/magnitude/openrank.json","status":"real-data","tier":"T2","last_verified_at":"2026-10-28","source_class":"third-party"},"freshness-date":{"value":"2026-10-29","citation":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/magnitude--magnitude-run","status":"real-data","tier":"T2","source_class":"catalog"},"compliance-certifications":{"value":"","citation":null,"status":"no-data","tier":"T3"},"sdk-languages":{"value":"","citation":null,"status":"no-data","tier":"T3"},"protocol-support":{"value":"","citation":null,"status":"no-data","tier":"T3"},"maturity":{"value":"","citation":null,"status":"no-data","tier":"T3"}},"corroboration":{"cited_cells":40,"third_party_cells":4},"edges":{"outgoing":[{"source":"magnitude--magnitude-run","target":"anthropic-claude-foundation-models--anthropic-com","type":"runtime-dependency","evidence":"adjacent-infrastructure cell: Playwright; Anthropic / OpenAI APIs","citation":"https://magnitude.run/"},{"source":"magnitude--magnitude-run","target":"openai-gpt-family-gpt-5-gpt-4o-o3-o4--openai-com","type":"runtime-dependency","evidence":"adjacent-infrastructure cell: Playwright; Anthropic / OpenAI APIs","citation":"https://magnitude.run/"}],"incoming":[]},"history":[{"date":"2026-10-29","commit":"a5ff184341","pr":305,"kind":"update","changes":[{"field":"url","label":"Homepage","from":"https://magnitude.run/","to":"https://magnitude.dev/"}]},{"date":"2026-10-26","commit":"80cd27834a","pr":258,"kind":"lifecycle","changes":[{"field":"decay_cause","label":"Lifecycle","from":"","to":"superseded","first":true},{"field":"license","label":"License","from":"Apache 2.0","to":"Apache-2.0","source":"https://github.com/magnitudedev/magnitude"},{"field":"deployment","label":"Deployment","from":"Library / CLI; runs locally","to":"Self-hosted only — local library/desktop app","source":"https://github.com/magnitudedev/magnitude"},{"field":"mcp-support","label":"MCP support","from":"","to":"no — not mentioned in repo","first":true,"source":"https://github.com/magnitudedev/magnitude"}]}],"license":"CC-BY-4.0","source":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/data/landscape.json"}