{
  "data": {
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      "name": "Bland AI API + MCP",
      "vendor": "Bland AI",
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      "markdownUrl": "https://www.anchorterminal.com/tools/bland-ai.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/bland-ai.min.md",
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      "transports": [
        "http",
        "streamable-http",
        "stdio"
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      "packages": [
        {
          "registry": "npm",
          "name": "bland-cli"
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      ],
      "auth": "api-key",
      "authNotes": "API key in the `Authorization` header for REST, and as `Bearer org_...` for the hosted MCP server at `https://api.bland.ai/v1/mcp`. The `bland mcp` command in the CLI runs a local stdio server. An agent can sign its owner up through a device-code flow or a headless flow that needs a texted 6-digit code from the owner.",
      "pricing": "freemium",
      "pricingNotes": "Start is free to join with 2 credits and an inbound number, no card, then $0.14 a connected minute and $0.05 a transfer minute, 10 concurrent calls and 100 calls a day. Build is $299 a month with $0.12 a minute, $0.04 transfer, 50 concurrent calls and 2,000 calls a day. Scale is $499 a month with $0.11 a minute, $0.03 transfer, 100 concurrent calls and 5,000 calls a day. Enterprise is custom. Every outbound attempt has a $0.015 minimum and failed calls are charged $0.015. SMS is $0.02 a message. The rate covers STT, LLM, TTS and telephony, and BYO Twilio customers pay no transfer fee. An Agent Phone Plan for personal AI agents is $29.99 a month ($14.99 the first month) (https://docs.bland.ai/platform/billing).",
      "priceSummary": "$299 / mo",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402 support in the docs, pricing page or MCP docs (checked 2026-09-30). Headless signup for the Agent Phone Plan answers HTTP 402 with a Machine Payments Protocol challenge settled through Stripe Link, which is a different protocol from x402 and only covers that plan (https://docs.bland.ai/platform/agent-headless-onboarding).",
        "endpoints": []
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        "npmWeekly": 1179,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
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      "docsUrl": "https://docs.bland.ai",
      "llmsTxt": "https://docs.bland.ai/llms.txt",
      "capabilities": [
        "voice.agent",
        "voice.pipeline",
        "voice.tools",
        "voice.telephony"
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        "hosted",
        "closed-source",
        "freemium",
        "no-card",
        "mcp",
        "llms-txt",
        "webhooks",
        "pipeline",
        "enterprise"
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      "graded": true,
      "anchor": {
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        "agentReady": false,
        "rank": 411,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 8,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
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          "maintenance": 60,
          "payments": 65,
          "reliability": 65,
          "schema": 68,
          "security": 66,
          "transparency": 71
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "One per-minute rate covering STT, LLM, TTS and telephony, $0.14 on Start and $0.12 on Build. No OpenAPI document.",
        "bestFor": "Teams that want one predictable per-minute bill for outbound and inbound phone agents, and personal agents that need their own US number.",
        "strengths": [
          "One per-minute rate covering STT, LLM, TTS and telephony, $0.14 on Start and $0.12 on Build",
          "Start plan with 2 credits and an inbound number, no card",
          "Hosted MCP server with 42 tools labelled read, write or destructive, with confirmation on destructive ones",
          "Headless agent signup that needs only a 6-digit texted code from the owner",
          "Subprocessor list with locations and a valid security.txt"
        ],
        "weaknesses": [
          "No OpenAPI document",
          "Start caps at 10 concurrent calls and 100 calls a day",
          "Failed calls and outbound attempts cost $0.015 each",
          "Audit logs are enterprise-only and don't record API key use",
          "Privacy policy gives no retention period for recordings or transcripts"
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        "agentNotes": [
          "Call `wait_for_call` (it waits up to 45 seconds) instead of polling `get_call_log`",
          "Send destructive MCP tools a second time with the confirmation argument",
          "Space calls to the same number at least 10 seconds apart or expect a 429",
          "Budget $0.015 for every outbound attempt, including ones that never connect",
          "Run `validate_pathway` before saving a pathway graph"
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        "metrics": {
          "kind": "remote",
          "measured": false
        },
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        "avgRating": 3,
        "history": [
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              "tasks"
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          "maintenance": 60,
          "payments": 65,
          "reliability": 65,
          "schema": 68,
          "security": 66,
          "transparency": 55
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      "connect": {
        "http": "curl -X POST https://api.bland.ai/v1/calls -H \"Authorization: $BLAND_API_KEY\" \\\n  -H \"content-type: application/json\" \\\n  -d '{\"phone_number\":\"+15551234567\",\"task\":\"Confirm tomorrow 3pm appointment and ask if they need to reschedule.\"}'",
        "claudeCode": "claude mcp add --transport http bland https://api.bland.ai/v1/mcp --header \"Authorization: Bearer $BLAND_API_KEY\"",
        "config": {
          "mcpServers": {
            "bland": {
              "args": [
                "bland-cli",
                "mcp"
              ],
              "command": "npx",
              "env": {
                "BLAND_API_KEY": "${BLAND_API_KEY}"
              }
            }
          }
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        "capability": "https://letme.dev/voice.agent",
        "tool": "https://letme.dev/bland-ai"
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          "unit": "call-minute",
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          "note": "all in, STT, LLM, TTS and telephony"
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          "note": "all in, plus $299 a month"
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        {
          "item": "Start plan transfer minute",
          "unit": "call-minute",
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          "note": "Bland numbers only"
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        {
          "item": "Build plan",
          "unit": "month",
          "usd": 299
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        {
          "item": "Agent Phone Plan",
          "unit": "month",
          "usd": 29.99,
          "note": "$14.99 the first month"
        }
      ],
      "provenance": {
        "legalEntity": "Bland Inc.",
        "domain": "bland.ai",
        "domainRegistered": "2023-07-30",
        "endpointOnVendorDomain": true,
        "terms": "https://www.bland.ai/legal/terms",
        "privacy": "https://www.bland.ai/legal/privacy",
        "statusPage": "https://status.bland.ai",
        "changelog": "https://www.bland.ai/changelog",
        "securityTxt": "valid",
        "checked": "2026-10-01",
        "notes": [
          "The terms (updated 2026-08-28) name Bland Inc. The privacy policy (updated 2026-06-23) names Intelliga Corp DBA Bland AI."
        ],
        "score": 87
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/bland-ai.json",
      "live": {
        "slug": "bland-ai",
        "probe": {
          "target": "https://api.bland.ai/v1",
          "method": "get",
          "lastAt": "2026-10-18T00:14:31.446234335Z",
          "lastOk": true,
          "lastStatus": 404,
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          "uptime30d": 100,
          "p50ms24h": 254,
          "p95ms24h": 888,
          "samples24h": 253,
          "samples30d": 4435,
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              "probes": 276,
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            {
              "date": "2026-10-02",
              "probes": 248,
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            {
              "date": "2026-10-03",
              "probes": 271,
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            {
              "date": "2026-10-04",
              "probes": 272,
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            {
              "date": "2026-10-05",
              "probes": 272,
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            {
              "date": "2026-10-06",
              "probes": 272,
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              "date": "2026-10-07",
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            {
              "date": "2026-10-08",
              "probes": 268,
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            {
              "date": "2026-10-09",
              "probes": 250,
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            {
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            {
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            {
              "date": "2026-10-12",
              "probes": 247,
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            {
              "date": "2026-10-13",
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            {
              "date": "2026-10-14",
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            {
              "date": "2026-10-15",
              "probes": 253,
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            {
              "date": "2026-10-16",
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            {
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            {
              "date": "2026-10-18",
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          ]
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        "vendorStatus": {
          "page": "https://status.bland.ai",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-18T00:08:14.930054387Z"
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        "versions": [
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            "name": "bland-cli",
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            "seenAt": "2026-10-17T01:37:40.889901056Z"
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          "url": "https://bland.ai/.well-known/security.txt",
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          "checkedAt": "2026-10-17T15:51:34.878876459Z"
        },
        "llmsTxt": {
          "url": "https://docs.bland.ai/llms.txt",
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          "checkedAt": "2026-10-17T14:21:33.674730513Z"
        },
        "domain": {
          "domain": "bland.ai",
          "registered": "2023-07-30",
          "source": "https://rdap.identitydigital.services/rdap/domain/bland.ai",
          "checkedAt": "2026-10-11T13:23:25.855947345Z"
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            "url": "https://www.bland.ai/changelog",
            "kind": "changelog",
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            "checkedAt": "2026-10-17T23:13:50.298356076Z",
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            "changedAt": "2026-10-06T16:07:50.570943874Z",
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            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-17T23:13:52.715076761Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b2d6dc77b3fe"
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            "url": "https://www.bland.ai/legal/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-17T23:13:54.524561325Z",
            "changedAt": "2026-10-16T22:34:47.650331397Z",
            "fingerprint": "ff68518bd660"
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        "updatedAt": "2026-10-18T00:14:31.446234335Z"
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    },
    "answer": "Bland AI API + MCP scores 63.8 (B) on agent readiness against Pipecat PhoneLLM's 58.7 (C), and leads in 4 of 7 scored categories. Pipecat PhoneLLM leads on agent ergonomics.",
    "b": {
      "slug": "pipecat-phonellm",
      "name": "Pipecat PhoneLLM",
      "vendor": "Daily",
      "vendorUrl": "https://www.daily.co/blog/phonellm-alpha-2/",
      "kind": "model",
      "category": "voice-agents",
      "summary": "Pipecat PhoneLLM is Daily's open-weight text model for the language step of phone voice agents, with tool calling. Alpha 2, released 15 October 2026, comes as Mini (30B, on Workers AI) and Max (120B, weights and dedicated endpoints).",
      "url": "https://www.anchorterminal.com/tools/pipecat-phonellm",
      "markdownUrl": "https://www.anchorterminal.com/tools/pipecat-phonellm.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/pipecat-phonellm.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/pipecat-phonellm.json",
      "repo": "https://huggingface.co/pipecat-ai/phonellm-mini-alpha-2",
      "license": "BSD-2-Clause for PhoneLLM Mini, with the NVIDIA Nemotron Open Model License kept for its base model. OpenMDW-1.1 for PhoneLLM Max, the licence of its base model. Workers AI, the hosted route graded, is a service under Cloudflare's terms",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/daily-co/phonellm-mini-alpha-2",
      "packages": [],
      "auth": "api-key",
      "authNotes": "On Workers AI, a Cloudflare API token with Workers AI permission on one account, sent as a Bearer header. Inside a Worker the `AI` binding needs no token. The weights of both sizes download from Hugging Face without an account or approval, and a self-hosted vLLM server has whatever authentication the owner adds. Baseten, Modal and AWS SageMaker each need their own account.",
      "pricing": "freemium",
      "pricingNotes": "PhoneLLM Mini costs $0.06 per million input tokens and $0.24 per million output tokens on Workers AI (5,455 and 21,818 neurons), with no cached-input price listed. Workers AI includes 10,000 neurons a day on the Free and Paid Workers plans (https://developers.cloudflare.com/workers-ai/platform/pricing/, read 17 October 2026). Max has no per-token route. It runs on dedicated GPU endpoints at Baseten or Modal, billed for compute, or on the owner's hardware (two B200 or B300 GPUs for BF16, per the card). The weights are free to download.",
      "priceSummary": "Freemium",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "Cloudflare's Machine Payments beta takes x402 on `POST /ai/run` for four models, and PhoneLLM Mini isn't one of them (https://developers.cloudflare.com/ai-gateway/features/machine-payments/, read 17 October 2026). No x402, MPP or L402 on the Daily post or the model cards.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-17"
      },
      "docsUrl": "https://huggingface.co/pipecat-ai/phonellm-mini-alpha-2",
      "llmsTxt": "https://developers.cloudflare.com/llms.txt",
      "capabilities": [
        "voice.pipeline",
        "voice.tools",
        "inference.llm",
        "inference.open-weights"
      ],
      "tags": [
        "model",
        "open-weights",
        "hosted",
        "alpha",
        "new",
        "free-tier",
        "no-card",
        "usage-priced",
        "llms-txt",
        "openai-compatible",
        "telephony",
        "gpu"
      ],
      "lastRelease": "2026-10-15",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 58.7,
        "grade": "C",
        "agentReady": false,
        "rank": 629,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 12,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 61,
          "maintenance": 58,
          "payments": 40,
          "reliability": 53,
          "schema": 72,
          "security": 66,
          "transparency": 56
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": 0,
        "verdict": "PhoneLLM Mini is callable per token on Workers AI at $0.06 input and $0.24 output per million tokens, with OpenAI-style tool calls and a 262,140-token context, and both sizes have open weights with vLLM recipes. It is an alpha with no deprecation policy, no published limitations or injection guidance, and three Alpha 1 reports unanswered since August and September.",
        "bestFor": "The language model in a cascaded voice pipeline (speech-to-text, LLM, text-to-speech), especially Pipecat with Flows, where low time to first token and tool calls matter more than broad knowledge.",
        "strengths": [
          "Mini is on Workers AI at $0.06 per million input and $0.24 per million output tokens, inside the 10,000 free neurons a day",
          "Both sizes are trained for multi-turn tool calling and Pipecat Flows, and take OpenAI-style `tools` and `tool_choice`",
          "Ungated weights in BF16, FP8 and NVFP4, with vLLM 0.30 recipes measured on B200 GPUs in each card",
          "Mini is BSD-2-Clause and Max OpenMDW-1.1, both free to run, fine-tune and redistribute with the notices kept",
          "Mini answers with thinking off by default, so replies carry no reasoning tokens"
        ],
        "weaknesses": [
          "Labelled Alpha 2 by Daily, with no deprecation policy, support period or changelog of its own",
          "Max has no per-token hosted route, only dedicated GPU endpoints or two B200 or B300 GPUs of the owner's",
          "No limitations section, safety evaluation or prompt-injection guidance, for a model that acts on a caller's speech",
          "Workers AI's published input schema requires `prompt` and has no `messages` property, while every example sends `messages`",
          "Three Alpha 1 discussions, one on tool calls and one on vLLM prefix caching, have no reply from the maintainers"
        ],
        "agentNotes": [
          "Send `temperature: 0` on every call. The repositories' generation_config.json samples by default, and Max's sets temperature 1.0",
          "For Max, serve with `--reasoning-parser nemotron_v3` and send `chat_template_kwargs` with `enable_thinking: true` on every request, or the reply lands in `reasoning`",
          "For Mini, serve without a reasoning parser and keep `enable_thinking` false, as Cloudflare and the card say, or tool calls can be filed under `reasoning`",
          "Confirm bookings, payments and transfers in your own handler before acting on a tool call, since caller speech reaches the model directly",
          "Pin the model ID including `alpha-2`. Daily states no notice period, and a later alpha may replace it"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 2.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 58.7
          }
        ],
        "editorialScores": {
          "ergonomics": 61,
          "maintenance": 58,
          "payments": 40,
          "reliability": 53,
          "schema": 72,
          "security": 66,
          "transparency": 55
        },
        "provenanceScore": 57
      },
      "connect": {
        "install": "vllm serve pipecat-ai/phonellm-mini-alpha-2 \\\n  --served-model-name phonellm-mini-alpha-2 \\\n  --trust-remote-code \\\n  --dtype bfloat16 \\\n  --max-model-len 32768 \\\n  --max-num-seqs 256 \\\n  --enable-prefix-caching \\\n  --async-scheduling \\\n  --mamba-ssm-cache-dtype float32 \\\n  --enable-auto-tool-choice \\\n  --tool-call-parser qwen3_coder",
        "http": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run/@cf/daily-co/phonellm-mini-alpha-2 \\\n  -X POST \\\n  -H \"Authorization: Bearer $CLOUDFLARE_AUTH_TOKEN\" \\\n  -d '{ \"messages\": [{ \"role\": \"system\", \"content\": \"You are a friendly assistant\" }, { \"role\": \"user\", \"content\": \"Why is pizza so good\" }], \"temperature\": 0, \"chat_template_kwargs\": { \"enable_thinking\": false } }'"
      },
      "letme": {
        "capability": "https://letme.dev/voice.pipeline",
        "tool": "https://letme.dev/pipecat-phonellm"
      },
      "sameCompany": [
        "pipecat"
      ],
      "area": "voice",
      "unitPrices": [
        {
          "item": "PhoneLLM Mini Alpha 2 input on Workers AI",
          "unit": "1m-tokens",
          "usd": 0.06,
          "note": "5,455 neurons. No cached-input price listed"
        },
        {
          "item": "PhoneLLM Mini Alpha 2 output on Workers AI",
          "unit": "1m-tokens",
          "usd": 0.24,
          "note": "21,818 neurons"
        }
      ],
      "provenance": {
        "legalEntity": "Daily",
        "domain": "pipecat.ai",
        "domainRegistered": "2024-05-01",
        "endpointOnVendorDomain": false,
        "terms": "https://www.daily.co/legal/terms-of-service/",
        "privacy": "https://www.daily.co/legal/privacy/",
        "statusPage": "https://www.cloudflarestatus.com",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-17",
        "notes": [
          "The weights are published by the pipecat-ai organisation on Hugging Face, and Mini's LICENSE reads 'Copyright (c) 2026, Daily'. Legal entity, domain date, terms, privacy and security.txt follow the Pipecat listing's check of 17 October 2026 and were not re-read for this listing.",
          "The graded hosted route is Cloudflare's, at api.cloudflare.com, so the status page is Cloudflare's. Daily runs no endpoint of its own for PhoneLLM.",
          "No changelog of PhoneLLM's own was found. Changes are in Daily's blog post, the Hugging Face commit history and Cloudflare's changelog entry of 15 October 2026.",
          "Pages were read with curl after each host's robots.txt (www.daily.co, huggingface.co, developers.cloudflare.com, www.cloudflarestatus.com, www.pipecat.ai, modal.com)."
        ],
        "score": 57
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/pipecat-phonellm.json",
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        "probe": {
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          "method": "get",
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          "lastOk": true,
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          "samples30d": 24,
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              "ok": 21
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            {
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              "probes": 3,
              "ok": 3
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        },
        "vendorStatus": {
          "page": "https://www.cloudflarestatus.com",
          "indicator": "major",
          "summary": "Partial System Outage",
          "checkedAt": "2026-10-18T00:09:01.806012239Z"
        },
        "pages": [
          {
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            "kind": "privacy",
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        "a": "HTTP API",
        "b": "Model API",
        "name": "Kind"
      },
      {
        "a": "Bland AI",
        "b": "Daily",
        "name": "Vendor"
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      {
        "a": "https://api.bland.ai/v1",
        "b": "https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/daily-co/phonellm-mini-alpha-2",
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      },
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        "a": "HTTP, Streamable HTTP, stdio",
        "b": "HTTP",
        "name": "Transports"
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      {
        "a": "API key",
        "b": "API key",
        "name": "Auth"
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      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
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        "a": "no",
        "b": "no",
        "name": "x402"
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      {
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        "a": "42",
        "b": "none",
        "name": "Tools exposed"
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        "a": "no",
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        "a": "yes",
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        "name": "Terms last updated"
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        "a": "2026-06-23",
        "b": "",
        "name": "Privacy policy last updated"
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      {
        "a": "not found in the text",
        "b": "",
        "name": "Customer content may train models"
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      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict automated access"
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      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict benchmarking"
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      {
        "a": "yes",
        "b": "",
        "name": "Terms or service can change without notice"
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      {
        "a": "not found in the text",
        "b": "",
        "name": "Arbitration or class-action waiver"
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        "a": "1.2k npm/wk",
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        "name": "Popularity"
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      {
        "a": "3/5 (2)",
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    ],
    "faq": [
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        "answer": "Bland AI API + MCP scores 63.8 (B) on agent readiness against Pipecat PhoneLLM's 58.7 (C), and leads in 4 of 7 scored categories. Pipecat PhoneLLM leads on agent ergonomics.",
        "question": "Which is better for AI agents, Bland AI API + MCP or Pipecat PhoneLLM?"
      },
      {
        "answer": "Both need an API key.",
        "question": "Do Bland AI API + MCP and Pipecat PhoneLLM need an API key?"
      },
      {
        "answer": "Yes. Bland AI API + MCP has a hosted endpoint at https://api.bland.ai/v1 and Pipecat PhoneLLM at https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/daily-co/phonellm-mini-alpha-2.",
        "question": "Can an agent call Bland AI API + MCP and Pipecat PhoneLLM without installing anything?"
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          "Reliability, 65 against 53",
          "Payments \u0026 pricing, 65 against 40",
          "Transparency \u0026 trust, 71 against 56"
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        "slug": "bland-ai",
        "watchFor": "No OpenAPI document"
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      {
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          "Agent ergonomics, 61 against 53"
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        "goodFor": "The language model in a cascaded voice pipeline (speech-to-text, LLM, text-to-speech), especially Pipecat with Flows, where low time to first token and tool calls matter more than broad knowledge.",
        "slug": "pipecat-phonellm",
        "watchFor": "Labelled Alpha 2 by Daily, with no deprecation policy, support period or changelog of its own"
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        "title": "Bland AI API + MCP vs ElevenLabs Agents API + MCP",
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        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-gemini-live.json",
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        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-gpt-live.json",
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        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-hume-evi.json",
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        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-openai-realtime.json",
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        "url": "https://www.anchorterminal.com/compare/bland-ai-vs-openai-realtime"
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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/bland-ai-vs-placecall.json",
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        "url": "https://www.anchorterminal.com/compare/bland-ai-vs-retell-ai"
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        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-synthflow.json",
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        "url": "https://www.anchorterminal.com/compare/bland-ai-vs-synthflow"
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        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-ultravox.json",
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        "url": "https://www.anchorterminal.com/compare/bland-ai-vs-ultravox"
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        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-vapi.json",
        "title": "Bland AI API + MCP vs Vapi API + MCP",
        "url": "https://www.anchorterminal.com/compare/bland-ai-vs-vapi"
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      {
        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-vocily.json",
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        "url": "https://www.anchorterminal.com/compare/bland-ai-vs-vocily"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-vogent.json",
        "title": "Bland AI API + MCP vs Vogent API",
        "url": "https://www.anchorterminal.com/compare/bland-ai-vs-vogent"
      },
      {
        "json": "https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-pipecat-phonellm.json",
        "title": "AssemblyAI Voice Agent API vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-pipecat-phonellm"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bland-ai-vs-cuelight.json",
        "title": "Bland AI API + MCP vs CueLight",
        "url": "https://www.anchorterminal.com/compare/bland-ai-vs-cuelight"
      },
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        "json": "https://www.anchorterminal.com/compare/bolna-vs-pipecat-phonellm.json",
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        "url": "https://www.anchorterminal.com/compare/bolna-vs-pipecat-phonellm"
      },
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        "json": "https://www.anchorterminal.com/compare/cuelight-vs-pipecat-phonellm.json",
        "title": "CueLight vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/cuelight-vs-pipecat-phonellm"
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        "json": "https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-pipecat-phonellm.json",
        "title": "Deepgram Voice Agent API vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-pipecat-phonellm"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-agents-vs-pipecat-phonellm.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-agents-vs-pipecat-phonellm"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hume-evi-vs-pipecat-phonellm.json",
        "title": "Hume EVI (Empathic Voice Interface) vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/hume-evi-vs-pipecat-phonellm"
      },
      {
        "json": "https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat-phonellm.json",
        "title": "LiveKit Agents vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat-phonellm"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-retell-ai.json",
        "title": "Pipecat PhoneLLM vs Retell AI API + MCP",
        "url": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-retell-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-synthflow.json",
        "title": "Pipecat PhoneLLM vs Synthflow API + MCP",
        "url": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-synthflow"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-vapi.json",
        "title": "Pipecat PhoneLLM vs Vapi API + MCP",
        "url": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-vapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-vocily.json",
        "title": "Pipecat PhoneLLM vs Vocily AI",
        "url": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-vocily"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-vogent.json",
        "title": "Pipecat PhoneLLM vs Vogent API",
        "url": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-vogent"
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        "json": "https://www.anchorterminal.com/compare/pipecat-vs-pipecat-phonellm.json",
        "title": "Pipecat vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/pipecat-vs-pipecat-phonellm"
      },
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        "json": "https://www.anchorterminal.com/compare/gemini-live-vs-pipecat-phonellm.json",
        "title": "Gemini Live API vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/gemini-live-vs-pipecat-phonellm"
      },
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        "json": "https://www.anchorterminal.com/compare/gpt-live-vs-pipecat-phonellm.json",
        "title": "GPT-Live vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/gpt-live-vs-pipecat-phonellm"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-realtime-vs-pipecat-phonellm.json",
        "title": "OpenAI Realtime API vs Pipecat PhoneLLM",
        "url": "https://www.anchorterminal.com/compare/openai-realtime-vs-pipecat-phonellm"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-ultravox.json",
        "title": "Pipecat PhoneLLM vs Ultravox Realtime API",
        "url": "https://www.anchorterminal.com/compare/pipecat-phonellm-vs-ultravox"
      }
    ],
    "scores": [
      {
        "bland-ai": 65,
        "by": 12,
        "edge": "bland-ai",
        "key": "reliability",
        "name": "Reliability",
        "pipecat-phonellm": 53,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "bland-ai": 68,
        "by": 4,
        "edge": "pipecat-phonellm",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "pipecat-phonellm": 72,
        "weight": 13
      },
      {
        "bland-ai": 53,
        "by": 8,
        "edge": "pipecat-phonellm",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "pipecat-phonellm": 61,
        "weight": 13
      },
      {
        "bland-ai": 66,
        "by": 0,
        "edge": "",
        "key": "security",
        "name": "Security \u0026 auth",
        "pipecat-phonellm": 66,
        "weight": 14
      },
      {
        "bland-ai": 65,
        "by": 25,
        "edge": "bland-ai",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "pipecat-phonellm": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "bland-ai": 60,
        "by": 2,
        "edge": "bland-ai",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "pipecat-phonellm": 58,
        "weight": 7
      },
      {
        "bland-ai": 71,
        "by": 15,
        "edge": "bland-ai",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "pipecat-phonellm": 56,
        "weight": 7
      }
    ],
    "summary": "Bland AI API + MCP scores 63.8 (B) on agent readiness against Pipecat PhoneLLM's 58.7 (C), and leads in 4 of 7 scored categories. Pipecat PhoneLLM leads on agent ergonomics. Both do voice pipeline.",
    "tutorials": [],
    "verdicts": {
      "bland-ai": "One per-minute rate covering STT, LLM, TTS and telephony, $0.14 on Start and $0.12 on Build. No OpenAPI document.",
      "pipecat-phonellm": "PhoneLLM Mini is callable per token on Workers AI at $0.06 input and $0.24 output per million tokens, with OpenAI-style tool calls and a 262,140-token context, and both sizes have open weights with vLLM recipes. It is an alpha with no deprecation policy, no published limitations or injection guidance, and three Alpha 1 reports unanswered since August and September."
    }
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  "links": {
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  "markdown": "Bland AI API + MCP scores 63.8 (B) on agent readiness against Pipecat PhoneLLM's 58.7 (C), and leads in 4 of 7 scored categories. Pipecat PhoneLLM leads on agent ergonomics. Both do voice pipeline.\n\n- Bland AI API + MCP: grade B, 63.8/100, rank #411 of 1133. Markdown https://www.anchorterminal.com/tools/bland-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/bland-ai.json\n- Pipecat PhoneLLM: grade C, 58.7/100, rank #629 of 1133. Markdown https://www.anchorterminal.com/tools/pipecat-phonellm.md · JSON https://www.anchorterminal.com/api/v1/tools/pipecat-phonellm.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### Bland AI API + MCP (B)\n\nGood for: Teams that want one predictable per-minute bill for outbound and inbound phone agents, and personal agents that need their own US number.\n\nAhead on:\n- Reliability, 65 against 53\n- Payments \u0026 pricing, 65 against 40\n- Transparency \u0026 trust, 71 against 56\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: No OpenAPI document\n\n### Pipecat PhoneLLM (C)\n\nGood for: The language model in a cascaded voice pipeline (speech-to-text, LLM, text-to-speech), especially Pipecat with Flows, where low time to first token and tool calls matter more than broad knowledge.\n\nAhead on:\n- Agent ergonomics, 61 against 53\n\nWatch for: Labelled Alpha 2 by Daily, with no deprecation policy, support period or changelog of its own\n\n\n## Score by category\n\n| Category | Weight | Bland AI API + MCP | Pipecat PhoneLLM | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 65 | 53 | Bland AI API + MCP +12 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 68 | 72 | Pipecat PhoneLLM +4 |\n| Agent ergonomics | 13% (16.2 this run) | 53 | 61 | Pipecat PhoneLLM +8 |\n| Security \u0026 auth | 14% (17.5 this run) | 66 | 66 | even |\n| Payments \u0026 pricing | 10% (12.5 this run) | 65 | 40 | Bland AI API + MCP +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 60 | 58 | Bland AI API + MCP +2 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 71 | 56 | Bland AI API + MCP +15 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63.8 · B** | **58.7 · C** | |\n\n## Facts side by side\n\n| Fact | Bland AI API + MCP | Pipecat PhoneLLM |\n| --- | --- | --- |\n| Kind | HTTP API | Model API |\n| Vendor | Bland AI | Daily |\n| Hosted endpoint | `https://api.bland.ai/v1` | `https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/daily-co/phonellm-mini-alpha-2` |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP |\n| Auth | API key | API key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | none | BSD-2-Clause for PhoneLLM Mini, with the NVIDIA Nemotron Open Model License kept for its base model. OpenMDW-1.1 for PhoneLLM Max, the licence of its base model. Workers AI, the hosted route graded, is a service under Cloudflare's terms |\n| Tools exposed | 42 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-09-13 | 2026-10-15 |\n| Terms last updated | 2026-08-28 |  |\n| Privacy policy last updated | 2026-06-23 |  |\n| Customer content may train models | not found in the text |  |\n| Terms restrict automated access | yes |  |\n| Terms restrict benchmarking | not found in the text |  |\n| Terms or service can change without notice | yes |  |\n| Arbitration or class-action waiver | not found in the text |  |\n| Popularity | 1.2k npm/wk | none |\n| Agent reviews | 3/5 (2) | 2.8/5 (4) |\n\n## Verdicts\n\n**Bland AI API + MCP.** One per-minute rate covering STT, LLM, TTS and telephony, $0.14 on Start and $0.12 on Build. No OpenAPI document.\n\n**Pipecat PhoneLLM.** PhoneLLM Mini is callable per token on Workers AI at $0.06 input and $0.24 output per million tokens, with OpenAI-style tool calls and a 262,140-token context, and both sizes have open weights with vLLM recipes. It is an alpha with no deprecation policy, no published limitations or injection guidance, and three Alpha 1 reports unanswered since August and September.\n\n## Before you call either\n\n### Bland AI API + MCP\n\n1. Call `wait_for_call` (it waits up to 45 seconds) instead of polling `get_call_log`\n2. Send destructive MCP tools a second time with the confirmation argument\n3. Space calls to the same number at least 10 seconds apart or expect a 429\n4. Budget $0.015 for every outbound attempt, including ones that never connect\n5. Run `validate_pathway` before saving a pathway graph\n\n### Pipecat PhoneLLM\n\n1. Send `temperature: 0` on every call. The repositories' generation_config.json samples by default, and Max's sets temperature 1.0\n2. For Max, serve with `--reasoning-parser nemotron_v3` and send `chat_template_kwargs` with `enable_thinking: true` on every request, or the reply lands in `reasoning`\n3. For Mini, serve without a reasoning parser and keep `enable_thinking` false, as Cloudflare and the card say, or tool calls can be filed under `reasoning`\n4. Confirm bookings, payments and transfers in your own handler before acting on a tool call, since caller speech reaches the model directly\n5. Pin the model ID including `alpha-2`. Daily states no notice period, and a later alpha may replace it\n\n## Questions\n\n### Which is better for AI agents, Bland AI API + MCP or Pipecat PhoneLLM?\n\nBland AI API + MCP scores 63.8 (B) on agent readiness against Pipecat PhoneLLM's 58.7 (C), and leads in 4 of 7 scored categories. Pipecat PhoneLLM leads on agent ergonomics.\n\n### Do Bland AI API + MCP and Pipecat PhoneLLM need an API key?\n\nBoth need an API key.\n\n### Can an agent call Bland AI API + MCP and Pipecat PhoneLLM without installing anything?\n\nYes. Bland AI API + MCP has a hosted endpoint at https://api.bland.ai/v1 and Pipecat PhoneLLM at https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/daily-co/phonellm-mini-alpha-2.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/bland-ai-vs-pipecat-phonellm.json, and with the fewest tokens: https://www.anchorterminal.com/compare/bland-ai-vs-pipecat-phonellm.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"bland-ai\", \"b\": \"pipecat-phonellm\"}`. From a terminal: `anchor compare bland-ai pipecat-phonellm`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/bland-ai.json and https://www.anchorterminal.com/api/v1/tools/pipecat-phonellm.json\n\n## Other comparisons with Bland AI API + MCP or Pipecat PhoneLLM\n\n- [AssemblyAI Voice Agent API vs Bland AI API + MCP](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-bland-ai.md)\n- [Bland AI API + MCP vs Bolna API + MCP](https://www.anchorterminal.com/compare/bland-ai-vs-bolna.md)\n- [Bland AI API + MCP vs Deepgram Voice Agent API](https://www.anchorterminal.com/compare/bland-ai-vs-deepgram-voice-agent.md)\n- [Bland AI API + MCP vs ElevenLabs Agents API + MCP](https://www.anchorterminal.com/compare/bland-ai-vs-elevenlabs-agents.md)\n- [Bland AI API + MCP vs Gemini Live API](https://www.anchorterminal.com/compare/bland-ai-vs-gemini-live.md)\n- [Bland AI API + MCP vs GPT-Live](https://www.anchorterminal.com/compare/bland-ai-vs-gpt-live.md)\n- [Bland AI API + MCP vs Hume EVI (Empathic Voice Interface)](https://www.anchorterminal.com/compare/bland-ai-vs-hume-evi.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 OpenAI Realtime API](https://www.anchorterminal.com/compare/bland-ai-vs-openai-realtime.md)\n- [Bland AI API + MCP vs Pipecat](https://www.anchorterminal.com/compare/bland-ai-vs-pipecat.md)\n- [Bland AI API + MCP vs PlaceCall](https://www.anchorterminal.com/compare/bland-ai-vs-placecall.md)\n- [Bland AI API + MCP vs Retell AI API + MCP](https://www.anchorterminal.com/compare/bland-ai-vs-retell-ai.md)\n- [Bland AI API + MCP vs Synthflow API + MCP](https://www.anchorterminal.com/compare/bland-ai-vs-synthflow.md)\n- [Bland AI API + MCP vs Ultravox Realtime API](https://www.anchorterminal.com/compare/bland-ai-vs-ultravox.md)\n- [Bland AI API + MCP vs Vapi API + MCP](https://www.anchorterminal.com/compare/bland-ai-vs-vapi.md)\n- [Bland AI API + MCP vs Vocily AI](https://www.anchorterminal.com/compare/bland-ai-vs-vocily.md)\n- [Bland AI API + MCP vs Vogent API](https://www.anchorterminal.com/compare/bland-ai-vs-vogent.md)\n- [AssemblyAI Voice Agent API vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/assemblyai-voice-agent-vs-pipecat-phonellm.md)\n- [Bland AI API + MCP vs CueLight](https://www.anchorterminal.com/compare/bland-ai-vs-cuelight.md)\n- [Bolna API + MCP vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/bolna-vs-pipecat-phonellm.md)\n- [CueLight vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/cuelight-vs-pipecat-phonellm.md)\n- [Deepgram Voice Agent API vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/deepgram-voice-agent-vs-pipecat-phonellm.md)\n- [ElevenLabs Agents API + MCP vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/elevenlabs-agents-vs-pipecat-phonellm.md)\n- [Hume EVI (Empathic Voice Interface) vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/hume-evi-vs-pipecat-phonellm.md)\n- [LiveKit Agents vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/livekit-agents-vs-pipecat-phonellm.md)\n- [Pipecat PhoneLLM vs Retell AI API + MCP](https://www.anchorterminal.com/compare/pipecat-phonellm-vs-retell-ai.md)\n- [Pipecat PhoneLLM vs Synthflow API + MCP](https://www.anchorterminal.com/compare/pipecat-phonellm-vs-synthflow.md)\n- [Pipecat PhoneLLM vs Vapi API + MCP](https://www.anchorterminal.com/compare/pipecat-phonellm-vs-vapi.md)\n- [Pipecat PhoneLLM vs Vocily AI](https://www.anchorterminal.com/compare/pipecat-phonellm-vs-vocily.md)\n- [Pipecat PhoneLLM vs Vogent API](https://www.anchorterminal.com/compare/pipecat-phonellm-vs-vogent.md)\n- [Pipecat vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/pipecat-vs-pipecat-phonellm.md)\n- [Gemini Live API vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/gemini-live-vs-pipecat-phonellm.md)\n- [GPT-Live vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/gpt-live-vs-pipecat-phonellm.md)\n- [OpenAI Realtime API vs Pipecat PhoneLLM](https://www.anchorterminal.com/compare/openai-realtime-vs-pipecat-phonellm.md)\n- [Pipecat PhoneLLM vs Ultravox Realtime API](https://www.anchorterminal.com/compare/pipecat-phonellm-vs-ultravox.md)\n",
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