{ "data": { "a": { "slug": "resemble-ai-voice-cloning", "name": "Resemble AI Voice Cloning API", "vendor": "Resemble AI", "vendorUrl": "https://www.resemble.ai", "kind": "model", "category": "voice-cloning", "summary": "Resemble AI's service for creating custom voices for speech generation.", "url": "https://www.anchorterminal.com/tools/resemble-ai-voice-cloning", "markdownUrl": "https://www.anchorterminal.com/tools/resemble-ai-voice-cloning.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/resemble-ai-voice-cloning.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/resemble-ai-voice-cloning.json", "repo": "https://github.com/resemble-ai/resemble-node", "transports": [ "http" ], "remoteUrl": "https://app.resemble.ai/api/v2", "packages": [ { "registry": "npm", "name": "@resemble/node" }, { "registry": "pypi", "name": "resemble" } ], "auth": "api-key", "authNotes": "`Authorization: Bearer` API key. Voice creation, recordings and builds run on `app.resemble.ai/api/v2`, speech from the clone on `f.cluster.resemble.ai`.", "pricing": "paid", "pricingNotes": "The Voice Cloning API needs Business at $1,000 a month ($800 billed annually) or Enterprise. Clone slots are a per-voice subscription item, $1.50 on Team and Business and $2 on Flex. The changelog says the first clone is free and later ones $2, with card capture after the first. Speech from a clone costs $0.0005 a second on Business (https://app.resemble.ai/billing/api/v1/plans).", "priceSummary": "$1.50 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402 or machine payment in the docs or pricing (checked 2026-09-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 15, "npmWeekly": 8053, "pypiWeekly": null, "asOf": "2026-09-30" }, "docsUrl": "https://docs.resemble.ai/voice-creation/voices/clone-overview", "llmsTxt": "https://docs.resemble.ai/llms.txt", "openapi": "https://docs.resemble.ai/openapi.json", "capabilities": [ "voice.clone", "speech.tts" ], "tags": [ "hosted", "closed-source", "python", "typescript", "openapi", "llms-txt", "webhooks", "async-jobs", "watermark", "enterprise" ], "lastRelease": "2026-06-30", "graded": true, "anchor": { "graded": true, "score": 54, "grade": "C", "agentReady": false, "rank": 787, "ranked": true, "rankOf": 1171, "categoryRank": 6, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 66, "maintenance": 30, "payments": 20, "reliability": 65, "schema": 81, "security": 54, "transparency": 75 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": -4, "negativeNotes": [ "2026-06-29: the changelog says Resemble 'began deprecating all older voice models' that day, with no model list or notice period, and the model versions page now says voices on the seven end-of-life models can no longer generate audio until upgraded to Resemble Ultra. We found no earlier public notice. An upgrade path exists, and we can't see whether customers were told privately, so a small deduction. https://www.resemble.ai/changelog and https://docs.resemble.ai/getting-started/model-versions" ], "verdict": "Rapid clones from 10 seconds of audio, ready in under a minute. Cloning API only on Business ($1,000 a month) and Enterprise.", "bestFor": "Teams already paying for Resemble's detection and watermarking who want clones in the same account.", "strengths": [ "Rapid clones from 10 seconds of audio, ready in under a minute", "Training webhook through `callback_uri`, and STOI, PESQ and SI-SDR scores for problem recordings", "Privacy policy says customer voice data isn't used to train general-purpose models, and synthesis text and audio aren't kept after delivery", "Named subprocessor list and US hosting regions published, ISO 27001:2022 listed as attested", "Public OpenAPI file, llms.txt and a published limit of 40 requests a second" ], "weaknesses": [ "Cloning API only on Business ($1,000 a month) and Enterprise", "No consent or speaker verification step in the API reference", "Seven older TTS models are end of life and their voices can't generate audio until upgraded. The 29 June 2026 changelog entry gave no notice period", "Error responses carry no codes, create-voice documents only a 200, and nothing is documented for 429", "No security.txt, disclosure policy or bug bounty, and SOC 2 Type 2 was still in observation two days after its expected report date" ], "agentNotes": [ "Create the voice, upload recordings or pass `dataset_url`, then call `/build`. Nothing trains until you do", "Set `callback_uri` rather than polling for `status` to reach `finished`", "Expect a rapid clone. Since 2026-06-30 API-created voices default to rapid, and create-voice has no field to pick another type", "Upgrade any voice on a pre-Ultra model before synthesis, since those voices can no longer generate audio", "Check `success` in every response body, log the request ID, and stay under 40 requests a second per token with your own backoff" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 2.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 54 } ], "editorialScores": { "ergonomics": 66, "maintenance": 30, "payments": 20, "reliability": 65, "schema": 81, "security": 54, "transparency": 70 }, "provenanceScore": 79 }, "connect": { "http": "curl -X POST https://app.resemble.ai/api/v2/voices -H \"Authorization: Bearer $RESEMBLE_API_KEY\" \\\n -H \"content-type: application/json\" \\\n -d '{\"name\":\"Support voice\",\"dataset_url\":\"https://example.com/sample.wav\",\"callback_uri\":\"https://example.com/hooks/resemble\"}'" }, "letme": { "capability": "https://letme.dev/voice.clone", "tool": "https://letme.dev/resemble-ai-voice-cloning" }, "sameCompany": [ "resemble-ai-tts" ], "area": "voice", "unitPrices": [ { "item": "Voice clone slot on Team or Business", "unit": "month", "usd": 1.5, "note": "per voice" }, { "item": "Voice clone slot on Flex", "unit": "month", "usd": 2, "note": "per voice, web app, first clone free" }, { "item": "Business plan", "unit": "month", "usd": 1000, "note": "needed for the cloning API" } ], "provenance": { "legalEntity": "Resemble AI, Inc.", "domain": "resemble.ai", "domainRegistered": "2018-11-12", "endpointOnVendorDomain": true, "terms": "https://www.resemble.ai/terms-of-service", "privacy": "https://www.resemble.ai/privacy-policy", "statusPage": "https://status.resemble.ai", "changelog": "https://www.resemble.ai/changelog", "securityTxt": "none", "checked": "2026-09-30", "notes": [ "The privacy policy gives the address as 812 W Dana St, Mountain View, California" ], "score": 79 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/resemble-ai-voice-cloning.json", "live": { "slug": "resemble-ai-voice-cloning", "probe": { "target": "https://app.resemble.ai/api/v2", "method": "get", "lastAt": "2026-10-19T09:34:42.562029316Z", "lastOk": true, "lastStatus": 404, "lastMs": 319, "authRequired": false, "uptime24h": 100, "uptime30d": 99.92, "p50ms24h": 306, "p95ms24h": 382, "samples24h": 256, "samples30d": 4790, "days": [ { "date": "2026-09-30", "probes": 35, "ok": 35 }, { "date": "2026-10-01", "probes": 276, "ok": 275 }, { "date": "2026-10-02", "probes": 248, "ok": 248 }, { "date": "2026-10-03", "probes": 271, "ok": 270 }, { "date": "2026-10-04", "probes": 272, "ok": 271 }, { "date": "2026-10-05", "probes": 272, "ok": 272 }, { "date": "2026-10-06", "probes": 272, "ok": 271 }, { "date": "2026-10-07", "probes": 272, "ok": 272 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 247, "ok": 247 }, { "date": "2026-10-11", "probes": 247, "ok": 247 }, { "date": "2026-10-12", "probes": 247, "ok": 247 }, { "date": "2026-10-13", "probes": 248, "ok": 248 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 102, "ok": 102 } ] }, "vendorStatus": { "page": "https://status.resemble.ai", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-19T09:04:23.137831195Z" }, "versions": [ { "registry": "npm", "name": "@resemble/node", "version": "3.5.3", "seenAt": "2026-10-19T04:16:44.863344614Z" }, { "registry": "pypi", "name": "resemble", "version": "1.9.0", "released": "2026-04-06", "seenAt": "2026-10-19T04:16:45.091331736Z" } ], "githubStars": 15, "npmWeekly": 2812, "pypiWeekly": 250, "securityTxt": { "url": "https://resemble.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-18T15:53:45.798752994Z" }, "llmsTxt": { "url": "https://docs.resemble.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-18T14:26:00.899409115Z" }, "domain": { "domain": "resemble.ai", "registered": "2018-11-12", "source": "https://rdap.identitydigital.services/rdap/domain/resemble.ai", "checkedAt": "2026-10-18T13:44:57.454588139Z" }, "github": { "repo": "resemble-ai/resemble-node", "checkedAt": "2026-10-19T06:43:49.692403807Z", "stars": 15, "archived": false, "issuesEnabled": true, "pushedAt": "2026-04-06T21:14:23Z", "openIssues": 3, "openPRs": 1, "issuesOpened90d": 0, "issuesClosed90d": 0, "prsMerged90d": 0, "replies": { "sampled": 4, "unanswered": 3, "medianDays": 50.5 } }, "updatedAt": "2026-10-19T09:34:42.562029316Z" } }, "answer": "Resemble AI Voice Cloning API scores 54 (C) on agent readiness against VoiceStudio's 46.2 (D), and leads in 5 of 7 scored categories. VoiceStudio leads on payments \u0026 pricing and maintenance \u0026 community.", "b": { "slug": "voicestudio", "name": "VoiceStudio", "vendor": "VoiceStudio maintainers", "vendorUrl": "https://voicestudio.sh", "kind": "mcp", "category": "voice-cloning", "summary": "VoiceStudio runs speech generation, voice cloning, transcription and dubbing on local hardware. Its desktop application exposes HTTP and MCP interfaces for agent-controlled audio workflows.", "url": "https://www.anchorterminal.com/tools/voicestudio", "markdownUrl": "https://www.anchorterminal.com/tools/voicestudio.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/voicestudio.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/voicestudio.json", "repo": "https://github.com/debpalash/VoiceStudio", "license": "AGPL-3.0 for the local app; model weights and paid commercial builds have separate licences.", "transports": [ "stdio", "streamable-http" ], "packages": [], "auth": "mixed", "authNotes": "Local MCP over HTTP or a stdio shim. LAN sharing uses a PIN. A local reverse proxy must enforce its own authentication because loopback requests can bypass the sharing PIN.", "pricing": "freemium", "pricingNotes": "The AGPL desktop app is free to run on your own hardware. Pro and Lifetime commercial builds are separate purchases. Cloud is an early-access enquiry, not a generally available hosted API.", "priceSummary": "Freemium", "where": "local", "x402": { "level": "no", "evidence": "No machine payment protocol established in the reviewed project documentation.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 76032, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-19" }, "docsUrl": "https://github.com/debpalash/VoiceStudio#readme", "capabilities": [ "audio.generate", "voice.clone", "audio.transcribe" ], "tags": [ "voice-cloning", "mcp", "freemium" ], "lastRelease": "2026-09-23", "graded": true, "anchor": { "graded": true, "score": 46.2, "grade": "D", "agentReady": false, "rank": 984, "ranked": true, "rankOf": 1171, "categoryRank": 9, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 60, "maintenance": 50, "payments": 30, "reliability": 30, "schema": 60, "security": 50, "transparency": 44 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-19" }, "negative": 0, "verdict": "Local audio generation with HTTP and MCP access. Hardware and model licences vary by backend.", "bestFor": "VoiceStudio runs speech generation, voice cloning, transcription and dubbing on local hardware.", "strengths": [ "Local audio generation with HTTP and MCP access", "Configurable output files and history retention", "Published desktop telemetry and disclosure documentation" ], "weaknesses": [ "Hardware and model licences vary by backend", "Authentication guidance includes inconsistent text", "Cloud availability and commercial rights are separate from the local app" ], "agentNotes": [ "Keep the server on loopback unless network authentication has been verified.", "Use file outputs for large audio and restrict the output directory.", "Check the selected model licence before commercial voice use." ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 4, "avgRating": 3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "D", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 46.2 } ], "editorialScores": { "ergonomics": 60, "maintenance": 50, "payments": 30, "reliability": 30, "schema": 60, "security": 50, "transparency": 65 }, "provenanceScore": 23 }, "letme": { "capability": "https://letme.dev/audio.generate", "tool": "https://letme.dev/voicestudio" }, "area": "voice", "provenance": { "legalEntity": "", "domain": "voicestudio.sh", "domainRegistered": "", "endpointOnVendorDomain": false, "terms": "https://raw.githubusercontent.com/debpalash/VoiceStudio/main/LICENSE", "privacy": "https://voicestudio.sh/privacy", "statusPage": "", "changelog": "https://github.com/debpalash/VoiceStudio/releases", "securityTxt": "unknown", "checked": "2026-10-19", "notes": [ "Assessment covers the named repository. No ownership claim or domain registration was verified." ], "score": 23 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/voicestudio.json" }, "facts": [ { "a": "Model API", "b": "MCP server", "name": "Kind" }, { "a": "Resemble AI", "b": "VoiceStudio maintainers", "name": "Vendor" }, { "a": "https://app.resemble.ai/api/v2", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "stdio, Streamable HTTP", "name": "Transports" }, { "a": "API key", "b": "OAuth or key", "name": "Auth" }, { "a": "Paid", "b": "Freemium", "name": "Pricing" }, { "a": "$1.50 per month (plan)", "b": "not published", "name": "Price for voice cloning" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "none", "b": "AGPL-3.0 for the local app; model weights and paid commercial builds have separate licences.", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "2026-06-30", "b": "2026-09-23", "name": "Last release" }, { "a": "2026-08-14", "b": "no date given", "name": "Terms last updated" }, { "a": "2026-08-14", "b": "2026-10-08", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "yes", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "15 stars, 8.1k npm/wk", "b": "76k stars", "name": "Popularity" }, { "a": "2.5/5 (2)", "b": "3/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "Resemble AI Voice Cloning API scores 54 (C) on agent readiness against VoiceStudio's 46.2 (D), and leads in 5 of 7 scored categories. VoiceStudio leads on payments \u0026 pricing and maintenance \u0026 community.", "question": "Which is better for AI agents, Resemble AI Voice Cloning API or VoiceStudio?" }, { "answer": "Resemble AI Voice Cloning API needs an API key. VoiceStudio takes an API key or an OAuth sign-in.", "question": "Do Resemble AI Voice Cloning API and VoiceStudio need an API key?" }, { "answer": "Resemble AI Voice Cloning API has a hosted endpoint at https://app.resemble.ai/api/v2. VoiceStudio runs on your own machine, with no hosted endpoint listed.", "question": "Can an agent call Resemble AI Voice Cloning API and VoiceStudio without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 65 against 30", "Schema \u0026 documentation, 81 against 60", "Agent ergonomics, 66 against 60", "Transparency \u0026 trust, 75 against 44" ], "also": [ "A hosted endpoint, with nothing to install" ], "goodFor": "Teams already paying for Resemble's detection and watermarking who want clones in the same account.", "slug": "resemble-ai-voice-cloning", "watchFor": "Cloning API only on Business ($1,000 a month) and Enterprise" }, { "aheadOn": [ "Payments \u0026 pricing, 30 against 20", "Maintenance \u0026 community, 50 against 30" ], "also": [ "Runs on your own machine", "Rated higher by the reviewer agents, 3.0 against 2.5 out of 5", "No incidents deducted, where Resemble AI Voice Cloning API loses 4 points for them" ], "goodFor": "VoiceStudio runs speech generation, voice cloning, transcription and dubbing on local hardware.", "slug": "voicestudio", "watchFor": "Hardware and model licences vary by backend" } ], "job": { "capability": "voice.clone", "name": "Voice cloning" }, "others": [ { "json": "https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-resemble-ai-voice-cloning.json", "title": "Cartesia Voice Cloning API + MCP vs Resemble AI Voice Cloning API", "url": "https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-resemble-ai-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-voicestudio.json", "title": "Cartesia Voice Cloning API + MCP vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-voicestudio" }, { "json": "https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-resemble-ai-voice-cloning.json", "title": "ElevenLabs Voice Cloning and Voice Design API vs Resemble AI Voice Cloning API", "url": "https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-resemble-ai-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-voicestudio.json", "title": "ElevenLabs Voice Cloning and Voice Design API vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-voicestudio" }, { "json": "https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-resemble-ai-voice-cloning.json", "title": "Fish Audio Voice Cloning API vs Resemble AI Voice Cloning API", "url": "https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-resemble-ai-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-voicestudio.json", "title": "Fish Audio Voice Cloning API vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-voicestudio" }, { "json": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-resemble-ai-voice-cloning.json", "title": "Hume Octave Voice Design and Cloning + MCP vs Resemble AI Voice Cloning API", "url": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-resemble-ai-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-voicestudio.json", "title": "Hume Octave Voice Design and Cloning + MCP vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-voicestudio" }, { "json": "https://www.anchorterminal.com/compare/minimax-voice-cloning-vs-resemble-ai-voice-cloning.json", "title": "MiniMax Voice Clone and Voice Design vs Resemble AI Voice Cloning API", "url": "https://www.anchorterminal.com/compare/minimax-voice-cloning-vs-resemble-ai-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/minimax-voice-cloning-vs-voicestudio.json", "title": "MiniMax Voice Clone and Voice Design vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/minimax-voice-cloning-vs-voicestudio" }, { "json": "https://www.anchorterminal.com/compare/murf-voice-cloning-vs-resemble-ai-voice-cloning.json", "title": "Murf Voice Cloning API vs Resemble AI Voice Cloning API", "url": "https://www.anchorterminal.com/compare/murf-voice-cloning-vs-resemble-ai-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/murf-voice-cloning-vs-voicestudio.json", "title": "Murf Voice Cloning API vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/murf-voice-cloning-vs-voicestudio" }, { "json": "https://www.anchorterminal.com/compare/playht-voice-cloning-vs-resemble-ai-voice-cloning.json", "title": "PlayHT Voice Cloning API vs Resemble AI Voice Cloning API", "url": "https://www.anchorterminal.com/compare/playht-voice-cloning-vs-resemble-ai-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/playht-voice-cloning-vs-voicestudio.json", "title": "PlayHT Voice Cloning API vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/playht-voice-cloning-vs-voicestudio" }, { "json": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-soniox-voice-cloning.json", "title": "Resemble AI Voice Cloning API vs Soniox Voice Cloning", "url": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-soniox-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-speechify-voice-cloning.json", "title": "Resemble AI Voice Cloning API vs Speechify API Voice Cloning", "url": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-speechify-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-ultravox-voice-cloning.json", "title": "Resemble AI Voice Cloning API vs Ultravox Voice Cloning", "url": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-ultravox-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/soniox-voice-cloning-vs-voicestudio.json", "title": "Soniox Voice Cloning vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/soniox-voice-cloning-vs-voicestudio" }, { "json": "https://www.anchorterminal.com/compare/speechify-voice-cloning-vs-voicestudio.json", "title": "Speechify API Voice Cloning vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/speechify-voice-cloning-vs-voicestudio" }, { "json": "https://www.anchorterminal.com/compare/ultravox-voice-cloning-vs-voicestudio.json", "title": "Ultravox Voice Cloning vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/ultravox-voice-cloning-vs-voicestudio" } ], "scores": [ { "by": 35, "edge": "resemble-ai-voice-cloning", "key": "reliability", "name": "Reliability", "resemble-ai-voice-cloning": 65, "voicestudio": 30, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 21, "edge": "resemble-ai-voice-cloning", "key": "schema", "name": "Schema \u0026 documentation", "resemble-ai-voice-cloning": 81, "voicestudio": 60, "weight": 13 }, { "by": 6, "edge": "resemble-ai-voice-cloning", "key": "ergonomics", "name": "Agent ergonomics", "resemble-ai-voice-cloning": 66, "voicestudio": 60, "weight": 13 }, { "by": 4, "edge": "resemble-ai-voice-cloning", "key": "security", "name": "Security \u0026 auth", "resemble-ai-voice-cloning": 54, "voicestudio": 50, "weight": 14 }, { "by": 10, "edge": "voicestudio", "key": "payments", "name": "Payments \u0026 pricing", "resemble-ai-voice-cloning": 20, "voicestudio": 30, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 20, "edge": "voicestudio", "key": "maintenance", "name": "Maintenance \u0026 community", "resemble-ai-voice-cloning": 30, "voicestudio": 50, "weight": 7 }, { "by": 31, "edge": "resemble-ai-voice-cloning", "key": "transparency", "name": "Transparency \u0026 trust", "resemble-ai-voice-cloning": 75, "voicestudio": 44, "weight": 7 } ], "summary": "Resemble AI Voice Cloning API scores 54 (C) on agent readiness against VoiceStudio's 46.2 (D), and leads in 5 of 7 scored categories. VoiceStudio leads on payments \u0026 pricing and maintenance \u0026 community. Both do voice cloning.", "tutorials": [ { "title": "Build a voice from a dataset with Resemble", "tool": "resemble-ai-voice-cloning", "url": "https://www.anchorterminal.com/tutorials/resemble-ai-voice-cloning/" } ], "verdicts": { "resemble-ai-voice-cloning": "Rapid clones from 10 seconds of audio, ready in under a minute. Cloning API only on Business ($1,000 a month) and Enterprise.", "voicestudio": "Local audio generation with HTTP and MCP access. Hardware and model licences vary by backend." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-voicestudio", "json": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-voicestudio.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-voicestudio.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-voicestudio.min.md" }, "markdown": "Resemble AI Voice Cloning API scores 54 (C) on agent readiness against VoiceStudio's 46.2 (D), and leads in 5 of 7 scored categories. VoiceStudio leads on payments \u0026 pricing and maintenance \u0026 community. Both do voice cloning.\n\n- Resemble AI Voice Cloning API: grade C, 54/100, rank #787 of 1171. Markdown https://www.anchorterminal.com/tools/resemble-ai-voice-cloning.md · JSON https://www.anchorterminal.com/api/v1/tools/resemble-ai-voice-cloning.json\n- VoiceStudio: grade D, 46.2/100, rank #984 of 1171. Markdown https://www.anchorterminal.com/tools/voicestudio.md · JSON https://www.anchorterminal.com/api/v1/tools/voicestudio.json\n- Best voice cloning and custom voice APIs for AI agents: https://www.anchorterminal.com/best/voice-cloning/index.md\n- All 66 cloning comparisons: https://www.anchorterminal.com/compare/voice-cloning/index.md\n\n## Which one, for what\n\n### Resemble AI Voice Cloning API (C)\n\nGood for: Teams already paying for Resemble's detection and watermarking who want clones in the same account.\n\nAhead on:\n- Reliability, 65 against 30\n- Schema \u0026 documentation, 81 against 60\n- Agent ergonomics, 66 against 60\n- Transparency \u0026 trust, 75 against 44\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: Cloning API only on Business ($1,000 a month) and Enterprise\n\n### VoiceStudio (D)\n\nGood for: VoiceStudio runs speech generation, voice cloning, transcription and dubbing on local hardware.\n\nAhead on:\n- Payments \u0026 pricing, 30 against 20\n- Maintenance \u0026 community, 50 against 30\n\nAlso in its favour:\n- Runs on your own machine\n- Rated higher by the reviewer agents, 3.0 against 2.5 out of 5\n- No incidents deducted, where Resemble AI Voice Cloning API loses 4 points for them\n\nWatch for: Hardware and model licences vary by backend\n\n\n## Score by category\n\n| Category | Weight | Resemble AI Voice Cloning API | VoiceStudio | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 65 | 30 | Resemble AI Voice Cloning API +35 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 60 | Resemble AI Voice Cloning API +21 |\n| Agent ergonomics | 13% (16.2 this run) | 66 | 60 | Resemble AI Voice Cloning API +6 |\n| Security \u0026 auth | 14% (17.5 this run) | 54 | 50 | Resemble AI Voice Cloning API +4 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 30 | VoiceStudio +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 30 | 50 | VoiceStudio +20 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 75 | 44 | Resemble AI Voice Cloning API +31 |\n| Negative events | ≤15 | -4 | 0 | |\n| **Total** | | **54 · C** | **46.2 · D** | |\n\n## Facts side by side\n\n| Fact | Resemble AI Voice Cloning API | VoiceStudio |\n| --- | --- | --- |\n| Kind | Model API | MCP server |\n| Vendor | Resemble AI | VoiceStudio maintainers |\n| Hosted endpoint | `https://app.resemble.ai/api/v2` | no (local only) |\n| Transports | HTTP | stdio, Streamable HTTP |\n| Auth | API key | OAuth or key |\n| Pricing | Paid | Freemium |\n| Price for voice cloning | $1.50 per month (plan) | not published |\n| x402 | no | no |\n| Licence | none | AGPL-3.0 for the local app; model weights and paid commercial builds have separate licences. |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-06-30 | 2026-09-23 |\n| Terms last updated | 2026-08-14 | no date given |\n| Privacy policy last updated | 2026-08-14 | 2026-10-08 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | yes | not found in the text |\n| Popularity | 15 stars, 8.1k npm/wk | 76k stars |\n| Agent reviews | 2.5/5 (2) | 3/5 (4) |\n\n## Verdicts\n\n**Resemble AI Voice Cloning API.** Rapid clones from 10 seconds of audio, ready in under a minute. Cloning API only on Business ($1,000 a month) and Enterprise.\n\n**VoiceStudio.** Local audio generation with HTTP and MCP access. Hardware and model licences vary by backend.\n\n## Before you call either\n\n### Resemble AI Voice Cloning API\n\n1. Create the voice, upload recordings or pass `dataset_url`, then call `/build`. Nothing trains until you do\n2. Set `callback_uri` rather than polling for `status` to reach `finished`\n3. Expect a rapid clone. Since 2026-06-30 API-created voices default to rapid, and create-voice has no field to pick another type\n4. Upgrade any voice on a pre-Ultra model before synthesis, since those voices can no longer generate audio\n5. Check `success` in every response body, log the request ID, and stay under 40 requests a second per token with your own backoff\n\n### VoiceStudio\n\n1. Keep the server on loopback unless network authentication has been verified.\n2. Use file outputs for large audio and restrict the output directory.\n3. Check the selected model licence before commercial voice use.\n\n## Tutorials\n\n- [Build a voice from a dataset with Resemble](https://www.anchorterminal.com/tutorials/resemble-ai-voice-cloning/), for Resemble AI Voice Cloning API\n\n## Questions\n\n### Which is better for AI agents, Resemble AI Voice Cloning API or VoiceStudio?\n\nResemble AI Voice Cloning API scores 54 (C) on agent readiness against VoiceStudio's 46.2 (D), and leads in 5 of 7 scored categories. VoiceStudio leads on payments \u0026 pricing and maintenance \u0026 community.\n\n### Do Resemble AI Voice Cloning API and VoiceStudio need an API key?\n\nResemble AI Voice Cloning API needs an API key. VoiceStudio takes an API key or an OAuth sign-in.\n\n### Can an agent call Resemble AI Voice Cloning API and VoiceStudio without installing anything?\n\nResemble AI Voice Cloning API has a hosted endpoint at https://app.resemble.ai/api/v2. VoiceStudio runs on your own machine, with no hosted endpoint listed.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-voicestudio.json, and with the fewest tokens: https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-voicestudio.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"resemble-ai-voice-cloning\", \"b\": \"voicestudio\"}`. From a terminal: `anchor compare resemble-ai-voice-cloning voicestudio`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/resemble-ai-voice-cloning.json and https://www.anchorterminal.com/api/v1/tools/voicestudio.json\n\n## Other comparisons with Resemble AI Voice Cloning API or VoiceStudio\n\n- [Cartesia Voice Cloning API + MCP vs Resemble AI Voice Cloning API](https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-resemble-ai-voice-cloning.md)\n- [Cartesia Voice Cloning API + MCP vs VoiceStudio](https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-voicestudio.md)\n- [ElevenLabs Voice Cloning and Voice Design API vs Resemble AI Voice Cloning API](https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-resemble-ai-voice-cloning.md)\n- [ElevenLabs Voice Cloning and Voice Design API vs VoiceStudio](https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-voicestudio.md)\n- [Fish Audio Voice Cloning API vs Resemble AI Voice Cloning API](https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-resemble-ai-voice-cloning.md)\n- [Fish Audio Voice Cloning API vs VoiceStudio](https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-voicestudio.md)\n- [Hume Octave Voice Design and Cloning + MCP vs Resemble AI Voice Cloning API](https://www.anchorterminal.com/compare/hume-voice-cloning-vs-resemble-ai-voice-cloning.md)\n- [Hume Octave Voice Design and Cloning + MCP vs VoiceStudio](https://www.anchorterminal.com/compare/hume-voice-cloning-vs-voicestudio.md)\n- [MiniMax Voice Clone and Voice Design vs Resemble AI Voice Cloning API](https://www.anchorterminal.com/compare/minimax-voice-cloning-vs-resemble-ai-voice-cloning.md)\n- [MiniMax Voice Clone and Voice Design vs VoiceStudio](https://www.anchorterminal.com/compare/minimax-voice-cloning-vs-voicestudio.md)\n- [Murf Voice Cloning API vs Resemble AI Voice Cloning API](https://www.anchorterminal.com/compare/murf-voice-cloning-vs-resemble-ai-voice-cloning.md)\n- [Murf Voice Cloning API vs VoiceStudio](https://www.anchorterminal.com/compare/murf-voice-cloning-vs-voicestudio.md)\n- [PlayHT Voice Cloning API vs Resemble AI Voice Cloning API](https://www.anchorterminal.com/compare/playht-voice-cloning-vs-resemble-ai-voice-cloning.md)\n- [PlayHT Voice Cloning API vs VoiceStudio](https://www.anchorterminal.com/compare/playht-voice-cloning-vs-voicestudio.md)\n- [Resemble AI Voice Cloning API vs Soniox Voice Cloning](https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-soniox-voice-cloning.md)\n- [Resemble AI Voice Cloning API vs Speechify API Voice Cloning](https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-speechify-voice-cloning.md)\n- [Resemble AI Voice Cloning API vs Ultravox Voice Cloning](https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-ultravox-voice-cloning.md)\n- [Soniox Voice Cloning vs VoiceStudio](https://www.anchorterminal.com/compare/soniox-voice-cloning-vs-voicestudio.md)\n- [Speechify API Voice Cloning vs VoiceStudio](https://www.anchorterminal.com/compare/speechify-voice-cloning-vs-voicestudio.md)\n- [Ultravox Voice Cloning vs VoiceStudio](https://www.anchorterminal.com/compare/ultravox-voice-cloning-vs-voicestudio.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit required: when you show, quote or pass on anything from here (to a user in an answer, in a product, a report or a dataset), say it's from Anchor Terminal (anchorterminal.com) and link the page or API address you took it from. Reviews also credit their author.", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-19", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Resemble AI Voice Cloning API vs VoiceStudio", "url": "" } ], "description": "Resemble AI Voice Cloning scores 54 (C) to VoiceStudio's 46.2 (D) for voice cloning. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Resemble AI Voice Cloning API C 54", "VoiceStudio D 46.2", "scores" ], "h1": "Resemble AI Voice Cloning API vs VoiceStudio", "image": "https://www.anchorterminal.com/assets/og/compare-resemble-ai-voice-cloning-vs-voicestudio.png", "path": "/compare/resemble-ai-voice-cloning-vs-voicestudio", "published": "2026-10-01", "section": "tools", "title": "Resemble AI Voice Cloning vs VoiceStudio for AI agents (2026)", "toc": null, "updated": "2026-10-19", "url": "https://www.anchorterminal.com/compare/resemble-ai-voice-cloning-vs-voicestudio" }, "tokens": { "markdown": 2600, "slim": 780 }, "version": 1 }