{
  "data": {
    "a": {
      "slug": "livekit-agents",
      "name": "LiveKit Agents",
      "vendor": "LiveKit Incorporated",
      "vendorUrl": "https://livekit.com",
      "kind": "framework",
      "category": "voice-agents",
      "summary": "LiveKit Agents is LiveKit's open-source Python and Node.js framework for realtime voice and video agents that join LiveKit rooms, with STT, LLM, TTS and realtime-model plugins, turn detection, MCP tools and telephony through LiveKit SIP.",
      "url": "https://www.anchorterminal.com/tools/livekit-agents",
      "markdownUrl": "https://www.anchorterminal.com/tools/livekit-agents.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/livekit-agents.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/livekit-agents.json",
      "repo": "https://github.com/livekit/agents",
      "license": "Apache-2.0 for the framework and plugins. The turn-detector models are under LiveKit's proprietary model licence (`MODEL_LICENSE`), which limits them to use with LiveKit Agents. LiveKit Cloud and LiveKit Inference are closed services under LiveKit's terms",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "livekit-agents"
        },
        {
          "registry": "npm",
          "name": "@livekit/agents"
        }
      ],
      "auth": "api-key",
      "authNotes": "The agent server connects to a LiveKit server with `LIVEKIT_URL`, `LIVEKIT_API_KEY` and `LIVEKIT_API_SECRET`. The key and secret sign JWT access tokens with room grants and a lifetime the issuer sets. Model plugins take each provider's own key, or LiveKit Inference uses the LiveKit Cloud project's key and secret. A self-hosted LiveKit server needs no LiveKit account, and a LiveKit Cloud project needs a browser sign-up.",
      "pricing": "free",
      "pricingNotes": "The framework is free under Apache-2.0, and you pay for models and for hosting. LiveKit Cloud's Build plan is $0 with no card, with 1,000 agent session minutes, 5 concurrent sessions and $2.50 of LiveKit Inference credit, as a hard cap. Ship starts at $50 a month and Scale at $500, with agent session minutes at $0.01 past the allowance and LiveKit Inference models billed per minute, per character or per token (https://livekit.com/pricing.md, checked 2026-10-17).",
      "priceSummary": "Free · OSS",
      "where": "library",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the repository source, the docs (llms-full.txt) or the pricing page, checked 2026-10-17.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 14719,
        "npmWeekly": 819555,
        "pypiWeekly": 1055589,
        "asOf": "2026-10-17"
      },
      "docsUrl": "https://docs.livekit.io/agents/",
      "llmsTxt": "https://docs.livekit.io/llms.txt",
      "capabilities": [
        "voice.agent",
        "voice.pipeline",
        "voice.speech-to-speech",
        "voice.tools",
        "voice.telephony",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "framework",
        "official",
        "python",
        "typescript",
        "open-source",
        "apache-2.0",
        "self-hosted",
        "llms-txt",
        "pipeline",
        "speech-to-speech",
        "webrtc",
        "sip",
        "no-card"
      ],
      "lastRelease": "2026-10-15",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 72.5,
        "grade": "BB",
        "agentReady": true,
        "rank": 104,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 1,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 80,
          "maintenance": 85,
          "payments": 60,
          "reliability": 67,
          "schema": 81,
          "security": 62,
          "transparency": 82
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": 0,
        "verdict": "An Apache-2.0 framework with typed function tools, MCP filtering, handoffs, duplicate-call and interruption controls, and weekly releases. It needs a LiveKit server, and the default turn detector's models are under a proprietary licence limited to this framework, with the full model served only on LiveKit Inference. No approval primitive or prompt-injection guidance was found.",
        "bestFor": "Teams writing their own voice agents in Python or Node.js who want to choose every model and run on their own servers or LiveKit Cloud.",
        "strengths": [
          "Apache-2.0 Python and Node.js packages, with 17 Python releases in the 90 days to 15 October 2026",
          "MCP client with `allowed_tools`, `filter_tools()` and `tool_result_resolver` to limit tools and trim results (Python only)",
          "Voice-specific tool controls. `disallow_interruptions()`, four `on_duplicate` modes, and interrupted tools keep their result so the model doesn't call them again",
          "79 provider plugin packages, or LiveKit Inference model strings with one LiveKit key and zero data retention under LiveKit's terms",
          "Runs entirely self-hosted, with the local `v1-mini` turn detector and no LiveKit account"
        ],
        "weaknesses": [
          "The turn-detector models are under a proprietary licence that forbids use outside LiveKit Agents and training other models on their output",
          "No CHANGELOG file, release notes only on GitHub, and 2.0.0b1 on PyPI since 12 October 2026 with no migration guide found",
          "705 open issues and pull requests per a GitHub mirror, and 41 of the 68 open issues among the latest 100 had no comment",
          "No built-in approval step for tool calls, and no prompt-injection guidance found in the docs",
          "In `dev` mode with LiveKit Cloud credentials, the default turn detector streams user audio to LiveKit Inference"
        ],
        "agentNotes": [
          "Set `LIVEKIT_URL`, `LIVEKIT_API_KEY` and `LIVEKIT_API_SECRET` before starting. Every agent joins a LiveKit room, on LiveKit Cloud or a self-hosted server",
          "Pass `inference.TurnDetector(version=\"v1-mini\")` to keep turn detection local, and read `MODEL_LICENSE` before using LiveKit's turn models anywhere but LiveKit Agents",
          "Pass `record=False`, or a dict per category, to `session.start()` if audio, transcripts, traces and logs must not reach LiveKit Cloud",
          "Call `context.disallow_interruptions()` first in tools that write, and set `on_duplicate=\"reject\"` or `\"confirm\"`. Duplicates are matched by tool name only, not arguments",
          "Wrap MCP servers in `mcp.MCPToolset` with `allowed_tools` (Python only). The `mcp_servers` parameter is deprecated"
        ],
        "metrics": {
          "kind": "library",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 72.5
          }
        ],
        "editorialScores": {
          "ergonomics": 80,
          "maintenance": 85,
          "payments": 60,
          "reliability": 67,
          "schema": 81,
          "security": 62,
          "transparency": 68
        },
        "provenanceScore": 95
      },
      "connect": {
        "install": "pip install \"livekit-agents[openai,deepgram,cartesia]\"   # or: npm i @livekit/agents"
      },
      "letme": {
        "capability": "https://letme.dev/voice.agent",
        "tool": "https://letme.dev/livekit-agents"
      },
      "sameCompany": [
        "livekit-telephony"
      ],
      "area": "voice",
      "unitPrices": [
        {
          "item": "LiveKit Cloud agent session",
          "unit": "call-minute",
          "usd": 0.01,
          "note": "past the Ship or Scale allowance, models and telephony extra"
        },
        {
          "item": "LiveKit Cloud agent session recording",
          "unit": "audio-minute",
          "usd": 0.005,
          "note": "past the Ship or Scale allowance"
        },
        {
          "item": "LiveKit Cloud Ship plan",
          "unit": "month",
          "usd": 50,
          "note": "starting price"
        },
        {
          "item": "LiveKit Cloud Scale plan",
          "unit": "month",
          "usd": 500,
          "note": "starting price"
        }
      ],
      "provenance": {
        "legalEntity": "LiveKit Incorporated",
        "domain": "livekit.com",
        "domainRegistered": "2000-02-24",
        "endpointOnVendorDomain": null,
        "terms": "https://livekit.com/legal/terms-of-service",
        "privacy": "https://livekit.com/legal/privacy-policy",
        "statusPage": "https://status.livekit.io",
        "changelog": "https://github.com/livekit/agents/releases",
        "securityTxt": "valid",
        "checked": "2026-10-17",
        "notes": [
          "The framework is Apache-2.0 software the owner runs. The terms (last updated 6 October 2026) govern LiveKit Cloud's Build, Ship and Scale plans, including LiveKit Inference and Agent Observability, between the customer and LiveKit Incorporated of San Francisco.",
          "The privacy policy (last updated 15 October 2026) covers LiveKit's website and says it does not apply where LiveKit processes data for customers. The sub-processor list is dated 10 September 2026.",
          "livekit.io answers 308 to livekit.com. RDAP at Verisign gives livekit.com a registration date of 24 February 2000, before the company existed.",
          "livekit.com/.well-known/security.txt names a security contact, a PGP key and the disclosure policy at https://livekit.com/security/policy, with no Expires field. The repository has no SECURITY.md.",
          "No CHANGELOG file in the repository. Release notes are on GitHub releases, which couldn't be read from our session. The status page covers LiveKit Cloud, not the framework.",
          "WebFetch refused every page in this session, so first-hand pages were read with curl after checking each host's robots.txt. status.livekit.io disallows /api/, so its history page was read instead."
        ],
        "score": 95
      },
      "requirements": {
        "card": "no",
        "freeTier": true,
        "minutes": 10,
        "credential": "api-key",
        "hosting": [
          "self-hosted"
        ],
        "euResidency": "yes",
        "trainsOnData": "no",
        "zeroRetention": "yes",
        "certifications": [
          "SOC 2 Type II"
        ],
        "dpa": true,
        "selfHost": "yes"
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/livekit-agents.json",
      "live": {
        "slug": "livekit-agents",
        "vendorStatus": {
          "page": "https://status.livekit.io",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-18T00:08:44.844464506Z"
        },
        "pages": [
          {
            "url": "https://livekit.com/pricing.md",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-17T23:05:30.186032003Z",
            "changedAt": "2026-10-15T21:29:52.209472015Z",
            "fingerprint": "ca579471fe87"
          },
          {
            "url": "https://livekit.com/legal/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-17T23:05:25.821555964Z",
            "changedAt": "2026-10-15T21:29:47.808652564Z",
            "fingerprint": "34b2795621d7"
          },
          {
            "url": "https://livekit.com/legal/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-17T23:05:28.023087483Z",
            "changedAt": "2026-10-15T21:29:50.061909577Z",
            "fingerprint": "faebb2e03600"
          }
        ],
        "updatedAt": "2026-10-18T00:08:44.844464506Z"
      }
    },
    "answer": "LiveKit Agents scores 72.5 (BB) on agent readiness against Pipecat's 68.9 (B), and leads in 3 of 7 scored categories. Pipecat leads on reliability and schema \u0026 documentation.",
    "b": {
      "slug": "pipecat",
      "name": "Pipecat",
      "vendor": "Daily",
      "vendorUrl": "https://www.pipecat.ai/",
      "kind": "framework",
      "category": "voice-agents",
      "summary": "Pipecat is Daily's open-source Python framework for real-time voice and multimodal agents, built as pipelines of transport, speech-to-text, LLM and text-to-speech services, with client SDKs and optional hosting on Pipecat Cloud.",
      "url": "https://www.anchorterminal.com/tools/pipecat",
      "markdownUrl": "https://www.anchorterminal.com/tools/pipecat.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/pipecat.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/pipecat.json",
      "repo": "https://github.com/pipecat-ai/pipecat",
      "license": "BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "pipecat-ai"
        },
        {
          "registry": "npm",
          "name": "@pipecat-ai/client-js"
        }
      ],
      "auth": "none",
      "authNotes": "The framework has no account or key of its own and runs in the developer's process. Each service takes its provider's key, such as `DEEPGRAM_API_KEY` or `CARTESIA_API_KEY`, passed in code. Pipecat Cloud uses public and private API keys as bearer tokens, CLI login and email with a one-time code for the dashboard.",
      "pricing": "free",
      "pricingNotes": "Free under BSD-2-Clause, with no signup. The developer pays each model, speech and transport provider. Pipecat Cloud, if used, bills from $0.01 per active agent minute for agent-1x, with Daily PSTN at $0.018 a minute and 1:1 Daily WebRTC voice free (https://www.daily.co/pricing/pipecat-cloud/, read 17 October 2026).",
      "priceSummary": "Free · OSS",
      "where": "library",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the framework source, the docs or the Pipecat Cloud pricing page (checked 17 October 2026).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 16314,
        "npmWeekly": 97617,
        "pypiWeekly": 302047,
        "asOf": "2026-10-17"
      },
      "docsUrl": "https://docs.pipecat.ai",
      "llmsTxt": "https://docs.pipecat.ai/llms.txt",
      "capabilities": [
        "voice.agent",
        "voice.pipeline",
        "voice.speech-to-speech",
        "voice.tools",
        "voice.telephony",
        "agent.mcp-client",
        "agent.multi-agent"
      ],
      "tags": [
        "framework",
        "open-source",
        "self-hosted",
        "python",
        "free",
        "no-card",
        "bsd-2-clause",
        "llms-txt",
        "mcp-client",
        "pipeline",
        "speech-to-speech",
        "telephony",
        "webrtc",
        "no-telemetry"
      ],
      "lastRelease": "2026-09-26",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 68.9,
        "grade": "B",
        "agentReady": false,
        "rank": 215,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 4,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 87,
          "payments": 60,
          "reliability": 72,
          "schema": 90,
          "security": 57,
          "transparency": 81
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": -4,
        "negativeNotes": [
          "2025-11-10 to 2026-06-17. Three published advisories, fixed and between four and eleven months old, so 1 point each. Remote code execution through `pickle.loads()` in the optional, deprecated LivekitFrameSerializer (GHSA-c2jg-5cp7-6wc7, CVE-2025-62373, critical, fixed in 0.0.94 on 10 November 2025, advisory published 23 April 2026), arbitrary file read through the development runner's `/files` endpoint (GHSA-3363-2ph6-35wh, high, fixed in 1.2.0 on 14 May 2026) and unauthenticated call control through the runner's telephony `/ws` endpoint (GHSA-j8cv-x86q-rj85, high, fixed in 1.4.0 on 17 June 2026). The moderate GHSA-hqm2-cfx2-2vgh of 15 October 2026 covers behaviour documented as by design and isn't deducted. https://osv.dev/vulnerability/GHSA-c2jg-5cp7-6wc7, https://osv.dev/vulnerability/GHSA-3363-2ph6-35wh, https://osv.dev/vulnerability/GHSA-j8cv-x86q-rj85",
          "2026-10-16. changelog/6193.security.md says the services for OpenAI-compatible providers other than OpenAI sent `OPENAI_API_KEY` to their provider when given no `api_key`, including when `os.getenv` read an unset variable. Fixed on main on 16 October 2026 (commit 89d0e031a) and not in a release at the check, with no advisory, so 1 point. https://github.com/pipecat-ai/pipecat/blob/main/changelog/6193.security.md"
        ],
        "verdict": "A BSD-2-Clause Python framework with dozens of speech, model and transport integrations, an MCP client that filters tools and pins arguments, and eight releases in 90 days. It has no tool-approval step, and 1.12.0 can send OPENAI_API_KEY to other OpenAI-compatible providers when no key is passed, a flaw fixed on main but not yet released.",
        "bestFor": "Python teams that want to own a voice agent's pipeline, pick each speech and model provider, and host it themselves or on Pipecat Cloud.",
        "strengths": [
          "BSD-2-Clause framework, with 23 speech-to-text, 25 LLM, 31 text-to-speech and 6 speech-to-speech services listed in the README",
          "Eight PyPI releases in the 90 days to 17 October 2026, with a dated Keep a Changelog file and pull-request links",
          "`MCPClient` takes a tool allowlist, per-tool output filters and fixed arguments hidden from the model",
          "No telemetry found in the source. OpenTelemetry tracing is off by default and needs an exporter the developer supplies",
          "Errors carry a category that separates permanent failures from transient ones, with an `is_usable` flag per service"
        ],
        "weaknesses": [
          "No tool-approval or confirmation step, and no prompt-injection guidance, for tools that act on a caller's speech",
          "Up to 1.12.0, OpenAI-compatible provider services fall back to `OPENAI_API_KEY` when given no key. Fixed on main on 16 October, unreleased",
          "Three high or critical advisories fixed since November 2025, in an optional serialiser and the development runner",
          "Breaking changes ship in minor releases, 16 flagged in 1.8.0 and 4 in 1.10.0, although the changelog says it follows semver",
          "The OpenTelemetry reference page gives `enable_tracing` a default of True, while the 1.12.0 source defaults it to False"
        ],
        "agentNotes": [
          "Pass `api_key` explicitly to every OpenAI-compatible service such as Groq, Cerebras or OpenRouter. On 1.12.0 a missing key sends `OPENAI_API_KEY` to that provider",
          "Pass `tools_filter` to `MCPClient` so only the tools the call needs reach the model, and use `tools_arguments` for values the model must not choose",
          "Gate tools that book, pay or send in your own handler. Pipecat has no approval step, and a caller's speech goes straight to the model",
          "Keep the development runner on localhost. Its `/start`, `/daily` and dial-in webhook endpoints take requests from anyone by design",
          "Pin a minor version and read the breaking-change flags in CHANGELOG.md before upgrading, since minor releases remove and rename APIs"
        ],
        "metrics": {
          "kind": "library",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 68.9
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 87,
          "payments": 60,
          "reliability": 72,
          "schema": 90,
          "security": 57,
          "transparency": 83
        },
        "provenanceScore": 79
      },
      "connect": {
        "install": "pip install pipecat-ai   # or: uv tool install \"pipecat-ai[cli]\" \u0026\u0026 pipecat init"
      },
      "letme": {
        "capability": "https://letme.dev/voice.agent",
        "tool": "https://letme.dev/pipecat"
      },
      "sameCompany": [
        "pipecat-phonellm"
      ],
      "area": "voice",
      "unitPrices": [
        {
          "item": "Pipecat Cloud agent-1x (0.5 vCPU, 1 GB)",
          "unit": "call-minute",
          "usd": 0.01,
          "note": "per active agent minute, reserved agents $0.0005 a minute"
        },
        {
          "item": "Pipecat Cloud agent-2x (1 vCPU, 2 GB)",
          "unit": "call-minute",
          "usd": 0.02,
          "note": "per active agent minute, reserved agents $0.001 a minute"
        },
        {
          "item": "Pipecat Cloud agent-3x (1.5 vCPU, 3 GB)",
          "unit": "call-minute",
          "usd": 0.03,
          "note": "per active agent minute, reserved agents $0.0015 a minute"
        },
        {
          "item": "Daily WebRTC voice and video",
          "unit": "call-minute",
          "usd": 0.004,
          "note": "per participant minute, 1:1 voice sessions on Pipecat Cloud free"
        },
        {
          "item": "Daily PSTN dial-in or dial-out",
          "unit": "call-minute",
          "usd": 0.018,
          "note": "SIP included, SIP alone $0.003 to $0.02 a minute"
        },
        {
          "item": "SIP REFER call transfer",
          "unit": "tx",
          "usd": 0.2,
          "note": "per transfer event"
        },
        {
          "item": "Audio recording",
          "unit": "audio-minute",
          "usd": 0.005,
          "note": "storage $0.003 a minute"
        }
      ],
      "provenance": {
        "legalEntity": "Daily",
        "domain": "pipecat.ai",
        "domainRegistered": "2024-05-01",
        "endpointOnVendorDomain": null,
        "terms": "https://www.daily.co/legal/terms-of-service/",
        "privacy": "https://www.daily.co/legal/privacy/",
        "statusPage": "https://status.pipecat.daily.co",
        "changelog": "https://github.com/pipecat-ai/pipecat/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-10-17",
        "notes": [
          "LICENSE reads 'Copyright (c) 2024–2026, Daily'. The terms of service (last updated 31 March 2025) say Daily and name Pipecat Cloud and Daily's open-source frameworks among its services. The DPA (last updated 1 May 2025) names the company 'Daily, Co.' at 548 Market St., San Francisco.",
          "RDAP gives pipecat.ai a registration date of 1 May 2024. The docs are at docs.pipecat.ai and the code under GitHub's pipecat-ai organisation.",
          "security.txt returns 404 on www.pipecat.ai, docs.pipecat.ai and www.daily.co. SECURITY.md and the Pipecat Cloud security guide route reports to an email address at Daily, which the guide says is acknowledged within a week. Daily publishes a responsible disclosure policy with no bounty.",
          "The privacy policy is effective 6 January 2025. The sub-processor list is dated 1 September 2026.",
          "The status page covers Pipecat Cloud, not the framework.",
          "WebFetch refused docs.pipecat.ai and github.com, so docs.pipecat.ai, www.daily.co, status.pipecat.daily.co, developers.cloudflare.com, huggingface.co, pypi.org, api.osv.dev, pypistats.org, repos.ecosyste.ms, issues.ecosyste.ms, the npm registry, the MCP registry and rdap.org were read with curl after their robots.txt. GitHub's own pages answered 403 through the session's proxy."
        ],
        "score": 79
      },
      "requirements": {
        "card": "unknown",
        "freeTier": true,
        "minutes": 20,
        "credential": "api-key",
        "hosting": [
          "self-hosted"
        ],
        "euResidency": "unknown",
        "trainsOnData": "no",
        "zeroRetention": "unknown",
        "dpa": true,
        "selfHost": "yes"
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/pipecat.json",
      "live": {
        "slug": "pipecat",
        "vendorStatus": {
          "page": "https://status.pipecat.daily.co",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-18T00:09:01.837321585Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/pipecat-ai/pipecat/main/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-17T23:10:46.812428744Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "0fb6d8e3d8a2"
          },
          {
            "url": "https://www.daily.co/pricing/pipecat-cloud/",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-17T23:14:57.395170578Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "06f32f71f3dd"
          }
        ],
        "updatedAt": "2026-10-18T00:09:01.837321585Z"
      }
    },
    "facts": [
      {
        "a": "Agent framework",
        "b": "Agent framework",
        "name": "Kind"
      },
      {
        "a": "LiveKit Incorporated",
        "b": "Daily",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "",
        "b": "",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "None",
        "name": "Auth"
      },
      {
        "a": "Free",
        "b": "Free",
        "name": "Pricing"
      },
      {
        "a": "$0.01 per minute of call",
        "b": "$0.01 per minute of call",
        "name": "Price for voice agents"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Apache-2.0 for the framework and plugins. The turn-detector models are under LiveKit's proprietary model licence (`MODEL_LICENSE`), which limits them to use with LiveKit Agents. LiveKit Cloud and LiveKit Inference are closed services under LiveKit's terms",
        "b": "BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-15",
        "b": "2026-09-26",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Arbitration or class-action waiver"
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      {
        "a": "15k stars, 820k npm/wk, 1.1M PyPI/wk",
        "b": "16k stars, 98k npm/wk, 302k PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "3/5 (4)",
        "b": "3/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "LiveKit Agents scores 72.5 (BB) on agent readiness against Pipecat's 68.9 (B), and leads in 3 of 7 scored categories. Pipecat leads on reliability and schema \u0026 documentation.",
        "question": "Which is better for AI agents, LiveKit Agents or Pipecat?"
      },
      {
        "answer": "They cost about the same, $0.01 per minute of call for LiveKit Agents and $0.01 per minute of call for Pipecat. These are the vendors' published prices for the job.",
        "question": "Which is cheaper for voice agents, LiveKit Agents or Pipecat?"
      },
      {
        "answer": "Yes. LiveKit Agents is open source (Apache-2.0 for the framework and plugins. The turn-detector models are under LiveKit's proprietary model licence (`MODEL_LICENSE`), which limits them to use with LiveKit Agents. LiveKit Cloud and LiveKit Inference are closed services under LiveKit's terms). Pipecat is open source (BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service).",
        "question": "Are LiveKit Agents and Pipecat open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Agent ergonomics, 80 against 72",
          "Security \u0026 auth, 62 against 57"
        ],
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          "Agent-ready, a grade of BB or better",
          "No incidents deducted, where Pipecat loses 4 points for them"
        ],
        "goodFor": "Teams writing their own voice agents in Python or Node.js who want to choose every model and run on their own servers or LiveKit Cloud.",
        "slug": "livekit-agents",
        "watchFor": "The turn-detector models are under a proprietary licence that forbids use outside LiveKit Agents and training other models on their output"
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      {
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          "Reliability, 72 against 67",
          "Schema \u0026 documentation, 90 against 81"
        ],
        "also": [
          "No key needed to call it"
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        "slug": "pipecat",
        "watchFor": "No tool-approval or confirmation step, and no prompt-injection guidance, for tools that act on a caller's speech"
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        "json": "https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-pipecat.json",
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        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-livekit-agents.json",
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        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-pipecat.json",
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        "json": "https://www.anchorterminal.com/compare/bolna-vs-livekit-agents.json",
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        "json": "https://www.anchorterminal.com/compare/elevenlabs-agents-vs-livekit-agents.json",
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        "json": "https://www.anchorterminal.com/compare/elevenlabs-agents-vs-pipecat.json",
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        "json": "https://www.anchorterminal.com/compare/gemini-live-vs-livekit-agents.json",
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        "json": "https://www.anchorterminal.com/compare/hume-evi-vs-livekit-agents.json",
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        "json": "https://www.anchorterminal.com/compare/livekit-agents-vs-openai-realtime.json",
        "title": "LiveKit Agents vs OpenAI Realtime API",
        "url": "https://www.anchorterminal.com/compare/livekit-agents-vs-openai-realtime"
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        "json": "https://www.anchorterminal.com/compare/livekit-agents-vs-placecall.json",
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        "url": "https://www.anchorterminal.com/compare/livekit-agents-vs-placecall"
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        "json": "https://www.anchorterminal.com/compare/livekit-agents-vs-retell-ai.json",
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        "json": "https://www.anchorterminal.com/compare/pipecat-vs-retell-ai.json",
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        "json": "https://www.anchorterminal.com/compare/pipecat-vs-synthflow.json",
        "title": "Pipecat vs Synthflow API + MCP",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-synthflow"
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        "json": "https://www.anchorterminal.com/compare/pipecat-vs-ultravox.json",
        "title": "Pipecat vs Ultravox Realtime API",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-ultravox"
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        "json": "https://www.anchorterminal.com/compare/pipecat-vs-vapi.json",
        "title": "Pipecat vs Vapi API + MCP",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-vapi"
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        "json": "https://www.anchorterminal.com/compare/pipecat-vs-vocily.json",
        "title": "Pipecat vs Vocily AI",
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        "json": "https://www.anchorterminal.com/compare/pipecat-vs-vogent.json",
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        "json": "https://www.anchorterminal.com/compare/cuelight-vs-livekit-agents.json",
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        "json": "https://www.anchorterminal.com/compare/cuelight-vs-pipecat.json",
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        "json": "https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat-phonellm.json",
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        "json": "https://www.anchorterminal.com/compare/pipecat-vs-pipecat-phonellm.json",
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    "scores": [
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        "key": "reliability",
        "livekit-agents": 67,
        "name": "Reliability",
        "pipecat": 72,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 9,
        "edge": "pipecat",
        "key": "schema",
        "livekit-agents": 81,
        "name": "Schema \u0026 documentation",
        "pipecat": 90,
        "weight": 13
      },
      {
        "by": 8,
        "edge": "livekit-agents",
        "key": "ergonomics",
        "livekit-agents": 80,
        "name": "Agent ergonomics",
        "pipecat": 72,
        "weight": 13
      },
      {
        "by": 5,
        "edge": "livekit-agents",
        "key": "security",
        "livekit-agents": 62,
        "name": "Security \u0026 auth",
        "pipecat": 57,
        "weight": 14
      },
      {
        "by": 0,
        "edge": "",
        "key": "payments",
        "livekit-agents": 60,
        "name": "Payments \u0026 pricing",
        "pipecat": 60,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 2,
        "edge": "pipecat",
        "key": "maintenance",
        "livekit-agents": 85,
        "name": "Maintenance \u0026 community",
        "pipecat": 87,
        "weight": 7
      },
      {
        "by": 1,
        "edge": "livekit-agents",
        "key": "transparency",
        "livekit-agents": 82,
        "name": "Transparency \u0026 trust",
        "pipecat": 81,
        "weight": 7
      }
    ],
    "summary": "LiveKit Agents scores 72.5 (BB) on agent readiness against Pipecat's 68.9 (B), and leads in 3 of 7 scored categories. Pipecat leads on reliability and schema \u0026 documentation. Both do voice agents.",
    "tutorials": [],
    "verdicts": {
      "livekit-agents": "An Apache-2.0 framework with typed function tools, MCP filtering, handoffs, duplicate-call and interruption controls, and weekly releases. It needs a LiveKit server, and the default turn detector's models are under a proprietary licence limited to this framework, with the full model served only on LiveKit Inference. No approval primitive or prompt-injection guidance was found.",
      "pipecat": "A BSD-2-Clause Python framework with dozens of speech, model and transport integrations, an MCP client that filters tools and pins arguments, and eight releases in 90 days. It has no tool-approval step, and 1.12.0 can send OPENAI_API_KEY to other OpenAI-compatible providers when no key is passed, a flaw fixed on main but not yet released."
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  "markdown": "LiveKit Agents scores 72.5 (BB) on agent readiness against Pipecat's 68.9 (B), and leads in 3 of 7 scored categories. Pipecat leads on reliability and schema \u0026 documentation. Both do voice agents.\n\n- LiveKit Agents: grade BB, 72.5/100, rank #104 of 1133. Markdown https://www.anchorterminal.com/tools/livekit-agents.md · JSON https://www.anchorterminal.com/api/v1/tools/livekit-agents.json\n- Pipecat: grade B, 68.9/100, rank #215 of 1133. Markdown https://www.anchorterminal.com/tools/pipecat.md · JSON https://www.anchorterminal.com/api/v1/tools/pipecat.json\n- Best conversational voice-agent APIs: https://www.anchorterminal.com/best/voice-agents/index.md\n- All 184 voice agents comparisons: https://www.anchorterminal.com/compare/voice-agents/index.md\n\n## Which one, for what\n\n### LiveKit Agents (BB)\n\nGood for: Teams writing their own voice agents in Python or Node.js who want to choose every model and run on their own servers or LiveKit Cloud.\n\nAhead on:\n- Agent ergonomics, 80 against 72\n- Security \u0026 auth, 62 against 57\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- No incidents deducted, where Pipecat loses 4 points for them\n\nWatch for: The turn-detector models are under a proprietary licence that forbids use outside LiveKit Agents and training other models on their output\n\n### Pipecat (B)\n\nGood for: Python teams that want to own a voice agent's pipeline, pick each speech and model provider, and host it themselves or on Pipecat Cloud.\n\nAhead on:\n- Reliability, 72 against 67\n- Schema \u0026 documentation, 90 against 81\n\nAlso in its favour:\n- No key needed to call it\n\nWatch for: No tool-approval or confirmation step, and no prompt-injection guidance, for tools that act on a caller's speech\n\n\n## Score by category\n\n| Category | Weight | LiveKit Agents | Pipecat | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 67 | 72 | Pipecat +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 90 | Pipecat +9 |\n| Agent ergonomics | 13% (16.2 this run) | 80 | 72 | LiveKit Agents +8 |\n| Security \u0026 auth | 14% (17.5 this run) | 62 | 57 | LiveKit Agents +5 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 60 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 85 | 87 | Pipecat +2 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 82 | 81 | LiveKit Agents +1 |\n| Negative events | ≤15 | 0 | -4 | |\n| **Total** | | **72.5 · BB** | **68.9 · B** | |\n\n## Facts side by side\n\n| Fact | LiveKit Agents | Pipecat |\n| --- | --- | --- |\n| Kind | Agent framework | Agent framework |\n| Vendor | LiveKit Incorporated | Daily |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | API key | None |\n| Pricing | Free | Free |\n| Price for voice agents | $0.01 per minute of call | $0.01 per minute of call |\n| x402 | no | no |\n| Licence | Apache-2.0 for the framework and plugins. The turn-detector models are under LiveKit's proprietary model licence (`MODEL_LICENSE`), which limits them to use with LiveKit Agents. LiveKit Cloud and LiveKit Inference are closed services under LiveKit's terms | BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-15 | 2026-09-26 |\n| Terms last updated | no date given |  |\n| Privacy policy last updated | no date given |  |\n| Customer content may train models | not found in the text |  |\n| Terms restrict automated access | not found in the text |  |\n| Terms restrict benchmarking | yes |  |\n| Terms or service can change without notice | not found in the text |  |\n| Arbitration or class-action waiver | yes |  |\n| Popularity | 15k stars, 820k npm/wk, 1.1M PyPI/wk | 16k stars, 98k npm/wk, 302k PyPI/wk |\n| Agent reviews | 3/5 (4) | 3/5 (4) |\n\n## Verdicts\n\n**LiveKit Agents.** An Apache-2.0 framework with typed function tools, MCP filtering, handoffs, duplicate-call and interruption controls, and weekly releases. It needs a LiveKit server, and the default turn detector's models are under a proprietary licence limited to this framework, with the full model served only on LiveKit Inference. No approval primitive or prompt-injection guidance was found.\n\n**Pipecat.** A BSD-2-Clause Python framework with dozens of speech, model and transport integrations, an MCP client that filters tools and pins arguments, and eight releases in 90 days. It has no tool-approval step, and 1.12.0 can send OPENAI_API_KEY to other OpenAI-compatible providers when no key is passed, a flaw fixed on main but not yet released.\n\n## Before you call either\n\n### LiveKit Agents\n\n1. Set `LIVEKIT_URL`, `LIVEKIT_API_KEY` and `LIVEKIT_API_SECRET` before starting. Every agent joins a LiveKit room, on LiveKit Cloud or a self-hosted server\n2. Pass `inference.TurnDetector(version=\"v1-mini\")` to keep turn detection local, and read `MODEL_LICENSE` before using LiveKit's turn models anywhere but LiveKit Agents\n3. Pass `record=False`, or a dict per category, to `session.start()` if audio, transcripts, traces and logs must not reach LiveKit Cloud\n4. Call `context.disallow_interruptions()` first in tools that write, and set `on_duplicate=\"reject\"` or `\"confirm\"`. Duplicates are matched by tool name only, not arguments\n5. Wrap MCP servers in `mcp.MCPToolset` with `allowed_tools` (Python only). The `mcp_servers` parameter is deprecated\n\n### Pipecat\n\n1. Pass `api_key` explicitly to every OpenAI-compatible service such as Groq, Cerebras or OpenRouter. On 1.12.0 a missing key sends `OPENAI_API_KEY` to that provider\n2. Pass `tools_filter` to `MCPClient` so only the tools the call needs reach the model, and use `tools_arguments` for values the model must not choose\n3. Gate tools that book, pay or send in your own handler. Pipecat has no approval step, and a caller's speech goes straight to the model\n4. Keep the development runner on localhost. Its `/start`, `/daily` and dial-in webhook endpoints take requests from anyone by design\n5. Pin a minor version and read the breaking-change flags in CHANGELOG.md before upgrading, since minor releases remove and rename APIs\n\n## Questions\n\n### Which is better for AI agents, LiveKit Agents or Pipecat?\n\nLiveKit Agents scores 72.5 (BB) on agent readiness against Pipecat's 68.9 (B), and leads in 3 of 7 scored categories. Pipecat leads on reliability and schema \u0026 documentation.\n\n### Which is cheaper for voice agents, LiveKit Agents or Pipecat?\n\nThey cost about the same, $0.01 per minute of call for LiveKit Agents and $0.01 per minute of call for Pipecat. These are the vendors' published prices for the job.\n\n### Are LiveKit Agents and Pipecat open source?\n\nYes. LiveKit Agents is open source (Apache-2.0 for the framework and plugins. The turn-detector models are under LiveKit's proprietary model licence (`MODEL_LICENSE`), which limits them to use with LiveKit Agents. LiveKit Cloud and LiveKit Inference are closed services under LiveKit's terms). Pipecat is open source (BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat.json, and with the fewest tokens: https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"livekit-agents\", \"b\": \"pipecat\"}`. From a terminal: `anchor compare livekit-agents pipecat`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/livekit-agents.json and https://www.anchorterminal.com/api/v1/tools/pipecat.json\n\n## Other comparisons with LiveKit Agents or Pipecat\n\n- [AssemblyAI Voice Agent API vs LiveKit Agents](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-livekit-agents.md)\n- [AssemblyAI Voice Agent API vs Pipecat](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-pipecat.md)\n- [Bland AI API + MCP vs LiveKit Agents](https://www.anchorterminal.com/compare/bland-ai-vs-livekit-agents.md)\n- [Bland AI API + MCP vs Pipecat](https://www.anchorterminal.com/compare/bland-ai-vs-pipecat.md)\n- [Bolna API + MCP vs LiveKit Agents](https://www.anchorterminal.com/compare/bolna-vs-livekit-agents.md)\n- [Bolna API + MCP vs Pipecat](https://www.anchorterminal.com/compare/bolna-vs-pipecat.md)\n- [Deepgram Voice Agent API vs LiveKit Agents](https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-livekit-agents.md)\n- [Deepgram Voice Agent API vs Pipecat](https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-pipecat.md)\n- [ElevenLabs Agents API + MCP vs LiveKit Agents](https://www.anchorterminal.com/compare/elevenlabs-agents-vs-livekit-agents.md)\n- [ElevenLabs Agents API + MCP vs Pipecat](https://www.anchorterminal.com/compare/elevenlabs-agents-vs-pipecat.md)\n- [Gemini Live API vs LiveKit Agents](https://www.anchorterminal.com/compare/gemini-live-vs-livekit-agents.md)\n- [Gemini Live API vs Pipecat](https://www.anchorterminal.com/compare/gemini-live-vs-pipecat.md)\n- [Hume EVI (Empathic Voice Interface) vs LiveKit Agents](https://www.anchorterminal.com/compare/hume-evi-vs-livekit-agents.md)\n- [Hume EVI (Empathic Voice Interface) vs Pipecat](https://www.anchorterminal.com/compare/hume-evi-vs-pipecat.md)\n- [LiveKit Agents vs OpenAI Realtime API](https://www.anchorterminal.com/compare/livekit-agents-vs-openai-realtime.md)\n- [LiveKit Agents vs PlaceCall](https://www.anchorterminal.com/compare/livekit-agents-vs-placecall.md)\n- [LiveKit Agents vs Retell AI API + MCP](https://www.anchorterminal.com/compare/livekit-agents-vs-retell-ai.md)\n- [LiveKit Agents vs Synthflow API + MCP](https://www.anchorterminal.com/compare/livekit-agents-vs-synthflow.md)\n- [LiveKit Agents vs Ultravox Realtime API](https://www.anchorterminal.com/compare/livekit-agents-vs-ultravox.md)\n- [LiveKit Agents vs Vapi API + MCP](https://www.anchorterminal.com/compare/livekit-agents-vs-vapi.md)\n- [LiveKit Agents vs Vocily AI](https://www.anchorterminal.com/compare/livekit-agents-vs-vocily.md)\n- [LiveKit Agents vs Vogent API](https://www.anchorterminal.com/compare/livekit-agents-vs-vogent.md)\n- [OpenAI Realtime API vs Pipecat](https://www.anchorterminal.com/compare/openai-realtime-vs-pipecat.md)\n- [Pipecat vs PlaceCall](https://www.anchorterminal.com/compare/pipecat-vs-placecall.md)\n- [Pipecat vs Retell AI API + MCP](https://www.anchorterminal.com/compare/pipecat-vs-retell-ai.md)\n- [Pipecat vs Synthflow API + MCP](https://www.anchorterminal.com/compare/pipecat-vs-synthflow.md)\n- [Pipecat vs Ultravox Realtime API](https://www.anchorterminal.com/compare/pipecat-vs-ultravox.md)\n- [Pipecat vs Vapi API + MCP](https://www.anchorterminal.com/compare/pipecat-vs-vapi.md)\n- [Pipecat vs Vocily AI](https://www.anchorterminal.com/compare/pipecat-vs-vocily.md)\n- [Pipecat vs Vogent API](https://www.anchorterminal.com/compare/pipecat-vs-vogent.md)\n- [CueLight vs LiveKit Agents](https://www.anchorterminal.com/compare/cuelight-vs-livekit-agents.md)\n- [CueLight vs Pipecat](https://www.anchorterminal.com/compare/cuelight-vs-pipecat.md)\n- [LiveKit Agents vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat-phonellm.md)\n- [Pipecat vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/pipecat-vs-pipecat-phonellm.md)\n- [GPT-Live vs LiveKit Agents](https://www.anchorterminal.com/compare/gpt-live-vs-livekit-agents.md)\n- [GPT-Live vs Pipecat](https://www.anchorterminal.com/compare/gpt-live-vs-pipecat.md)\n",
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