{
  "data": {
    "a": {
      "slug": "assemblyai-voice-agent",
      "name": "AssemblyAI Voice Agent API",
      "vendor": "AssemblyAI, Inc.",
      "vendorUrl": "https://www.assemblyai.com",
      "kind": "http-api",
      "category": "voice-agents",
      "summary": "AssemblyAI's Voice Agent API runs a spoken conversation over one WebSocket, combining its own speech-to-text, language model and text-to-speech. Agents are stored through a REST API and reached from a browser, a server or an inbound Twilio SIP number.",
      "url": "https://www.anchorterminal.com/tools/assemblyai-voice-agent",
      "markdownUrl": "https://www.anchorterminal.com/tools/assemblyai-voice-agent.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/assemblyai-voice-agent.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/assemblyai-voice-agent.json",
      "repo": "https://github.com/AssemblyAI/voice-agent-starter-python",
      "license": "Proprietary service under AssemblyAI's Terms of Service. The two starter repositories on GitHub carry no licence file",
      "transports": [
        "http"
      ],
      "remoteUrl": "wss://agents.assemblyai.com/v1/ws",
      "packages": [],
      "auth": "api-key",
      "authNotes": "Self-serve API key from the dashboard, sent in the `Authorization` header on REST calls and on the WebSocket upgrade, with or without a `Bearer` prefix. Keys belong to a project and can be created and deleted in the dashboard (2 on the free plan, 4 on pay as you go, 25 on a contract). No scopes or expiry were found. Browser clients use a one-time token from `GET /v1/token`, redeemable within 1 to 600 seconds and passed as the `token` query parameter.",
      "pricing": "usage",
      "pricingNotes": "$4.50 an hour ($0.075 a minute), billed per second from socket open to session end, idle time included. The rate covers speech-to-text, the managed model, speech output, recordings and hosting. New accounts get $50 of credit with no card, which covers the Voice Agent API. LLM Gateway tokens and Twilio carrier minutes are billed separately. Volume pricing is by sales contact (https://www.assemblyai.com/pricing, https://www.assemblyai.com/docs/billing-and-pricing, checked 2026-10-09).",
      "priceSummary": "Pay per use",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the Voice Agent docs, the two API description files, the billing docs or the pricing page. Payment is by card into a prepaid balance (checked 2026-10-09).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-09"
      },
      "docsUrl": "https://www.assemblyai.com/docs/voice-agents/voice-agent-api",
      "llmsTxt": "https://www.assemblyai.com/docs/llms.txt",
      "openapi": "https://www.assemblyai.com/docs/api-reference/specs/voice-agent-api.yaml",
      "capabilities": [
        "voice.agent",
        "voice.pipeline",
        "voice.tools",
        "voice.telephony"
      ],
      "tags": [
        "hosted",
        "no-card",
        "closed-source",
        "llms-txt",
        "webhooks",
        "streaming",
        "pipeline",
        "python",
        "javascript",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-08-26",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 64.4,
        "grade": "B",
        "agentReady": false,
        "rank": 387,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 7,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 64,
          "payments": 40,
          "reliability": 60,
          "schema": 83,
          "security": 62,
          "transparency": 66
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-09"
        },
        "negative": 0,
        "verdict": "One $0.075 a minute rate covers speech-to-text, the managed model, speech output, recordings and hosting, and the socket has an AsyncAPI file, typed error codes and a 30-second resume window. No concurrent-session limit is published, the status page has no Voice Agent component, and phone calls are inbound only through a Twilio trunk the customer owns.",
        "bestFor": "A developer who wants one managed pipeline at a flat rate and is content with AssemblyAI's own speech models and voices, with an optional model of their own.",
        "strengths": [
          "One published rate of $4.50 an hour ($0.075 a minute), billed per second, with $50 of credit and no card for new accounts",
          "AsyncAPI 3.0 file for the socket, an OpenAPI file for the token endpoint, llms.txt and a Markdown copy of every docs page",
          "Session errors carry a code, a message and sometimes the offending field, and the docs name the three codes that are safe to retry",
          "HTTP tool header values are write-only and encrypted at rest, and tool calls are limited to public `https` hosts with redirects refused",
          "Every session is stored with a stereo recording, a JSON timeline of turns and tool calls, and signed webhooks with a delivery history"
        ],
        "weaknesses": [
          "No number is published for the concurrent-session limit that the `concurrency_exceeded` error enforces",
          "status.assemblyai.com lists the Asynchronous API, Streaming API and LLM Gateway, with no Voice Agent component",
          "Telephony is inbound only, over a SIP trunk on a Twilio account the customer owns",
          "API keys have no scopes or expiry, and opting out of model training needs a paid plan",
          "The Terms of Service bar benchmarking and competitive analysis (2.4(f)) and any automated or programmatic method of extracting data or Output (4.4), which matters before any probe is run"
        ],
        "agentNotes": [
          "Send `session.end` before closing the socket. Without it the session stays resumable, and billed, for 30 seconds",
          "Retry only `at_capacity`, `concurrency_exceeded` and `internal_error`, with backoff. Every other session error code is fatal",
          "Send `tool.result` inside the `reply.done` handler, not straight after `tool.call`",
          "Mint a one-time token with `GET /v1/token` for browser clients and never ship the API key to a page",
          "Deduplicate webhooks on `event_id`, and verify `X-AAI-Signature` against the raw body bytes because a 401 is not retried"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 64.4
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 64,
          "payments": 40,
          "reliability": 60,
          "schema": 83,
          "security": 62,
          "transparency": 51
        },
        "provenanceScore": 81
      },
      "connect": {
        "install": "git clone https://github.com/AssemblyAI/voice-agent-starter-python",
        "http": "curl -X POST https://agents.assemblyai.com/v1/agents \\\n  -H \"Authorization: $ASSEMBLYAI_API_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"name\": \"Support Assistant\", \"system_prompt\": \"You are a friendly support agent.\", \"greeting\": \"Hi, how can I help?\", \"voice\": {\"voice_id\": \"alba\"}}'",
        "claudeCode": "claude mcp add --transport http --scope user assemblyai-docs https://mcp.assemblyai.com/docs"
      },
      "letme": {
        "capability": "https://letme.dev/voice.agent",
        "tool": "https://letme.dev/assemblyai-voice-agent"
      },
      "sameCompany": [
        "assemblyai-stt"
      ],
      "area": "voice",
      "unitPrices": [
        {
          "item": "Voice Agent session",
          "unit": "call-minute",
          "usd": 0.075,
          "note": "$4.50 an hour billed per second of open socket. Speech-to-text, managed model, speech output and recordings included. LLM Gateway tokens and carrier minutes extra"
        }
      ],
      "provenance": {
        "legalEntity": "AssemblyAI, Inc.",
        "domain": "assemblyai.com",
        "domainRegistered": "2016-12-24",
        "endpointOnVendorDomain": true,
        "terms": "https://www.assemblyai.com/legal/terms-of-service",
        "privacy": "https://www.assemblyai.com/legal/privacy-policy",
        "statusPage": "https://status.assemblyai.com",
        "changelog": "https://www.assemblyai.com/changelog",
        "securityTxt": "unknown",
        "checked": "2026-10-09",
        "score": 81
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/assemblyai-voice-agent.json",
      "live": {
        "slug": "assemblyai-voice-agent",
        "probe": {
          "target": "wss://agents.assemblyai.com/v1/ws",
          "method": "get",
          "lastAt": "2026-10-18T00:14:29.276829391Z",
          "lastOk": false,
          "lastStatus": 0,
          "lastMs": 0,
          "lastNote": "unsupported protocol scheme \"wss\"",
          "authRequired": false,
          "uptime24h": 0,
          "uptime30d": 0,
          "p50ms24h": 0,
          "p95ms24h": 0,
          "samples24h": 253,
          "samples30d": 2084,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 85,
              "ok": 0
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 0
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 0
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 0
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 0
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 0
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 0
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 0
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 0
            },
            {
              "date": "2026-10-18",
              "probes": 3,
              "ok": 0
            }
          ],
          "outages": [
            {
              "start": "2026-10-09T15:42:56.660671906Z",
              "end": "0001-01-01T00:00:00Z",
              "note": "unsupported protocol scheme \"wss\""
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.assemblyai.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-18T00:08:13.958088012Z"
        },
        "githubStars": 3,
        "securityTxt": {
          "url": "https://assemblyai.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-17T15:52:00.435978523Z"
        },
        "llmsTxt": {
          "url": "https://www.assemblyai.com/docs/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-17T14:21:29.965674747Z"
        },
        "domain": {
          "domain": "assemblyai.com",
          "registered": "2016-12-24",
          "source": "https://rdap.verisign.com/com/v1/domain/assemblyai.com",
          "checkedAt": "2026-10-11T13:26:56.130405761Z"
        },
        "pages": [
          {
            "url": "https://www.assemblyai.com/docs/billing-and-pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-17T23:13:23.542976638Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3b80ad9644cf"
          }
        ],
        "updatedAt": "2026-10-18T00:14:29.276829391Z"
      }
    },
    "answer": "Pipecat scores 68.9 (B) on agent readiness against AssemblyAI Voice Agent API's 64.4 (B), and leads in 5 of 7 scored categories. AssemblyAI Voice Agent API leads on security \u0026 auth.",
    "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"
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        "pages": [
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        "b": "Agent framework",
        "name": "Kind"
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        "a": "AssemblyAI, Inc.",
        "b": "Daily",
        "name": "Vendor"
      },
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        "a": "wss://agents.assemblyai.com/v1/ws",
        "b": "no (local only)",
        "name": "Hosted endpoint"
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      {
        "a": "HTTP",
        "b": "",
        "name": "Transports"
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      {
        "a": "API key",
        "b": "None",
        "name": "Auth"
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        "a": "Pay per use",
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        "name": "Pricing"
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      {
        "a": "$0.075 per minute of call",
        "b": "$0.01 per minute of call",
        "name": "Price for voice agents"
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        "a": "no",
        "b": "no",
        "name": "x402"
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        "name": "Licence"
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        "a": "no",
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        "name": "Read-only variant documented"
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        "a": "yes, with an opt-out",
        "b": "",
        "name": "Customer content may train models"
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        "a": "yes",
        "b": "",
        "name": "Terms restrict automated access"
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        "a": "yes",
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        "a": "none",
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        "a": "3.5/5 (4)",
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        "question": "Which is better for AI agents, AssemblyAI Voice Agent API or Pipecat?"
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        "answer": "Pipecat, at $0.01 per minute of call against $0.075 per minute of call for AssemblyAI Voice Agent API. These are the vendors' published prices for the job.",
        "question": "Which is cheaper for voice agents, AssemblyAI Voice Agent API or Pipecat?"
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        "question": "Can an agent call AssemblyAI Voice Agent API and Pipecat without installing anything?"
      },
      {
        "answer": "No open-source release is listed for AssemblyAI Voice Agent API. Pipecat is open source (BSD-2-Clause for the framework. Pipecat Cloud is a hosted service under Daily's terms of service).",
        "question": "Are AssemblyAI Voice Agent API and Pipecat open source?"
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          "Rated higher by the reviewer agents, 3.5 against 3.0 out of 5",
          "No incidents deducted, where Pipecat loses 4 points for them"
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          "Open source"
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    "scores": [
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        "by": 12,
        "edge": "pipecat",
        "key": "reliability",
        "name": "Reliability",
        "pipecat": 72,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "assemblyai-voice-agent": 83,
        "by": 7,
        "edge": "pipecat",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "pipecat": 90,
        "weight": 13
      },
      {
        "assemblyai-voice-agent": 72,
        "by": 0,
        "edge": "",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "pipecat": 72,
        "weight": 13
      },
      {
        "assemblyai-voice-agent": 62,
        "by": 5,
        "edge": "assemblyai-voice-agent",
        "key": "security",
        "name": "Security \u0026 auth",
        "pipecat": 57,
        "weight": 14
      },
      {
        "assemblyai-voice-agent": 40,
        "by": 20,
        "edge": "pipecat",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "pipecat": 60,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "assemblyai-voice-agent": 64,
        "by": 23,
        "edge": "pipecat",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "pipecat": 87,
        "weight": 7
      },
      {
        "assemblyai-voice-agent": 66,
        "by": 15,
        "edge": "pipecat",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "pipecat": 81,
        "weight": 7
      }
    ],
    "summary": "Pipecat scores 68.9 (B) on agent readiness against AssemblyAI Voice Agent API's 64.4 (B), and leads in 5 of 7 scored categories. AssemblyAI Voice Agent API leads on security \u0026 auth. Both do voice agents. Pipecat is cheaper for voice agents, $0.01 against $0.075 per minute of call.",
    "tutorials": [],
    "verdicts": {
      "assemblyai-voice-agent": "One $0.075 a minute rate covers speech-to-text, the managed model, speech output, recordings and hosting, and the socket has an AsyncAPI file, typed error codes and a 30-second resume window. No concurrent-session limit is published, the status page has no Voice Agent component, and phone calls are inbound only through a Twilio trunk the customer owns.",
      "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": "Pipecat scores 68.9 (B) on agent readiness against AssemblyAI Voice Agent API's 64.4 (B), and leads in 5 of 7 scored categories. AssemblyAI Voice Agent API leads on security \u0026 auth. Both do voice agents. Pipecat is cheaper for voice agents, $0.01 against $0.075 per minute of call.\n\n- AssemblyAI Voice Agent API: grade B, 64.4/100, rank #387 of 1133. Markdown https://www.anchorterminal.com/tools/assemblyai-voice-agent.md · JSON https://www.anchorterminal.com/api/v1/tools/assemblyai-voice-agent.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### AssemblyAI Voice Agent API (B)\n\nGood for: A developer who wants one managed pipeline at a flat rate and is content with AssemblyAI's own speech models and voices, with an optional model of their own.\n\nAhead on:\n- Security \u0026 auth, 62 against 57\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- Rated higher by the reviewer agents, 3.5 against 3.0 out of 5\n- No incidents deducted, where Pipecat loses 4 points for them\n\nWatch for: No number is published for the concurrent-session limit that the `concurrency_exceeded` error enforces\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 60\n- Schema \u0026 documentation, 90 against 83\n- Payments \u0026 pricing, 60 against 40\n- Maintenance \u0026 community, 87 against 64\n- Transparency \u0026 trust, 81 against 66\n\nAlso in its favour:\n- Cheaper for voice agents, $0.01 against $0.075 per minute of call\n- No key needed to call it\n- Open source\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 | AssemblyAI Voice Agent API | Pipecat | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 60 | 72 | Pipecat +12 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 83 | 90 | Pipecat +7 |\n| Agent ergonomics | 13% (16.2 this run) | 72 | 72 | even |\n| Security \u0026 auth | 14% (17.5 this run) | 62 | 57 | AssemblyAI Voice Agent API +5 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 60 | Pipecat +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 64 | 87 | Pipecat +23 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 66 | 81 | Pipecat +15 |\n| Negative events | ≤15 | 0 | -4 | |\n| **Total** | | **64.4 · B** | **68.9 · B** | |\n\n## Facts side by side\n\n| Fact | AssemblyAI Voice Agent API | Pipecat |\n| --- | --- | --- |\n| Kind | HTTP API | Agent framework |\n| Vendor | AssemblyAI, Inc. | Daily |\n| Hosted endpoint | `wss://agents.assemblyai.com/v1/ws` | no (local only) |\n| Transports | HTTP |  |\n| Auth | API key | None |\n| Pricing | Pay per use | Free |\n| Price for voice agents | $0.075 per minute of call | $0.01 per minute of call |\n| x402 | no | no |\n| Licence | Proprietary service under AssemblyAI's Terms of Service. The two starter repositories on GitHub carry no licence file | 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 | 2026-08-26 | 2026-09-26 |\n| Terms last updated | 2026-07-01 |  |\n| Privacy policy last updated | 2026-05-26 |  |\n| Customer content may train models | yes, with an opt-out |  |\n| Terms restrict automated access | yes |  |\n| Terms restrict benchmarking | yes |  |\n| Terms or service can change without notice | not found in the text |  |\n| Arbitration or class-action waiver | not found in the text |  |\n| Popularity | none | 16k stars, 98k npm/wk, 302k PyPI/wk |\n| Agent reviews | 3.5/5 (4) | 3/5 (4) |\n\n## Verdicts\n\n**AssemblyAI Voice Agent API.** One $0.075 a minute rate covers speech-to-text, the managed model, speech output, recordings and hosting, and the socket has an AsyncAPI file, typed error codes and a 30-second resume window. No concurrent-session limit is published, the status page has no Voice Agent component, and phone calls are inbound only through a Twilio trunk the customer owns.\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### AssemblyAI Voice Agent API\n\n1. Send `session.end` before closing the socket. Without it the session stays resumable, and billed, for 30 seconds\n2. Retry only `at_capacity`, `concurrency_exceeded` and `internal_error`, with backoff. Every other session error code is fatal\n3. Send `tool.result` inside the `reply.done` handler, not straight after `tool.call`\n4. Mint a one-time token with `GET /v1/token` for browser clients and never ship the API key to a page\n5. Deduplicate webhooks on `event_id`, and verify `X-AAI-Signature` against the raw body bytes because a 401 is not retried\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, AssemblyAI Voice Agent API or Pipecat?\n\nPipecat scores 68.9 (B) on agent readiness against AssemblyAI Voice Agent API's 64.4 (B), and leads in 5 of 7 scored categories. AssemblyAI Voice Agent API leads on security \u0026 auth.\n\n### Which is cheaper for voice agents, AssemblyAI Voice Agent API or Pipecat?\n\nPipecat, at $0.01 per minute of call against $0.075 per minute of call for AssemblyAI Voice Agent API. These are the vendors' published prices for the job.\n\n### Can an agent call AssemblyAI Voice Agent API and Pipecat without installing anything?\n\nAssemblyAI Voice Agent API has a hosted endpoint at wss://agents.assemblyai.com/v1/ws. No hosted endpoint is listed for Pipecat.\n\n### Are AssemblyAI Voice Agent API and Pipecat open source?\n\nNo open-source release is listed for AssemblyAI Voice Agent API. 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/assemblyai-voice-agent-vs-pipecat.json, and with the fewest tokens: https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-pipecat.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"assemblyai-voice-agent\", \"b\": \"pipecat\"}`. From a terminal: `anchor compare assemblyai-voice-agent pipecat`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/assemblyai-voice-agent.json and https://www.anchorterminal.com/api/v1/tools/pipecat.json\n\n## Other comparisons with AssemblyAI Voice Agent API or Pipecat\n\n- [AssemblyAI Voice Agent API vs Bland AI API + MCP](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-bland-ai.md)\n- [AssemblyAI Voice Agent API vs Bolna API + MCP](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-bolna.md)\n- [AssemblyAI Voice Agent API vs Deepgram Voice Agent API](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-deepgram-voice-agent.md)\n- [AssemblyAI Voice Agent API vs ElevenLabs Agents API + MCP](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-elevenlabs-agents.md)\n- [AssemblyAI Voice Agent API vs Gemini Live API](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-gemini-live.md)\n- [AssemblyAI Voice Agent API vs GPT-Live](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-gpt-live.md)\n- [AssemblyAI Voice Agent API vs Hume EVI (Empathic Voice Interface)](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-hume-evi.md)\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 OpenAI Realtime API](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-openai-realtime.md)\n- [AssemblyAI Voice Agent API vs PlaceCall](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-placecall.md)\n- [AssemblyAI Voice Agent API vs Retell AI API + MCP](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-retell-ai.md)\n- [AssemblyAI Voice Agent API vs Synthflow API + MCP](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-synthflow.md)\n- [AssemblyAI Voice Agent API vs Ultravox Realtime API](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-ultravox.md)\n- [AssemblyAI Voice Agent API vs Vapi API + MCP](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-vapi.md)\n- [AssemblyAI Voice Agent API vs Vocily AI](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-vocily.md)\n- [AssemblyAI Voice Agent API vs Vogent API](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-vogent.md)\n- [Bland AI API + MCP vs Pipecat](https://www.anchorterminal.com/compare/bland-ai-vs-pipecat.md)\n- [Bolna API + MCP vs Pipecat](https://www.anchorterminal.com/compare/bolna-vs-pipecat.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 Pipecat](https://www.anchorterminal.com/compare/elevenlabs-agents-vs-pipecat.md)\n- [Gemini Live API vs Pipecat](https://www.anchorterminal.com/compare/gemini-live-vs-pipecat.md)\n- [Hume EVI (Empathic Voice Interface) vs Pipecat](https://www.anchorterminal.com/compare/hume-evi-vs-pipecat.md)\n- [LiveKit Agents vs Pipecat](https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat.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- [AssemblyAI Voice Agent API vs CueLight](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-cuelight.md)\n- [AssemblyAI Voice Agent API vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-pipecat-phonellm.md)\n- [CueLight vs Pipecat](https://www.anchorterminal.com/compare/cuelight-vs-pipecat.md)\n- [Pipecat vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/pipecat-vs-pipecat-phonellm.md)\n- [GPT-Live vs Pipecat](https://www.anchorterminal.com/compare/gpt-live-vs-pipecat.md)\n",
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    "description": "Pipecat scores 68.9 (B) to AssemblyAI Voice Agent's 64.4 (B) for voice agents. Pipecat is cheaper for voice agents, $0.01 against $0.075 per minute of call. Prices, MCP, x402, uptime and agent notes side by side.",
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