{ "data": { "a": { "slug": "hume-voice-cloning", "name": "Hume Octave Voice Design and Cloning + MCP", "vendor": "Hume AI", "vendorUrl": "https://www.hume.ai", "kind": "model", "category": "voice-cloning", "summary": "Custom voices for Hume's Octave TTS and EVI.", "url": "https://www.anchorterminal.com/tools/hume-voice-cloning", "markdownUrl": "https://www.anchorterminal.com/tools/hume-voice-cloning.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/hume-voice-cloning.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/hume-voice-cloning.json", "dns": "hume-voice-cloning.grade.anchorterminal.com", "repo": "https://github.com/HumeAI/hume-python-sdk", "license": "MIT (SDKs)", "transports": [ "http", "stdio" ], "remoteUrl": "https://api.hume.ai/v0/tts", "packages": [ { "registry": "npm", "name": "hume" }, { "registry": "pypi", "name": "hume" }, { "registry": "npm", "name": "@humeai/mcp-server" } ], "auth": "api-key", "authNotes": "`X-Hume-Api-Key` header. The MCP server reads `HUME_API_KEY`.", "pricing": "freemium", "pricingNotes": "Voice design is billed as TTS characters. Free $0 includes 10,000 characters, Starter $3 30,000, Creator $14 ($7 first month) 140,000 then $0.15 per 1,000, Pro $70 1M then $0.12, Scale $200 3.3M then $0.10, Business $500 10M then $0.05. Cloning in the UI is unlimited on every plan. Cloning over the API needs Enterprise. Free and Starter are for non-commercial use only (https://www.hume.ai/pricing).", "priceSummary": "$14 / mo", "where": "both", "x402": { "level": "no", "evidence": "No x402 or machine payment in the docs or pricing (checked 2026-09-30).", "endpoints": [] }, "toolCount": 5, "popularity": { "githubStars": 180, "npmWeekly": 79177, "pypiWeekly": 23750, "asOf": "2026-09-30" }, "docsUrl": "https://dev.hume.ai/docs/voice/overview", "llmsTxt": "https://dev.hume.ai/llms.txt", "openapi": "https://dev.hume.ai/openapi.json", "capabilities": [ "voice.clone", "voice.design", "speech.tts" ], "tags": [ "hosted", "freemium", "free-tier", "closed-source", "python", "typescript", "llms-txt", "mcp", "enterprise", "status-page" ], "lastRelease": "2026-08-18", "graded": true, "anchor": { "graded": true, "score": 54.6, "grade": "C", "agentReady": false, "rank": 905, "ranked": true, "rankOf": 1510, "categoryRank": 11, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 75, "maintenance": 45, "payments": 30, "reliability": 58, "schema": 87, "security": 23, "transparency": 57 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-04" }, "negative": 0, "verdict": "Voice design from a natural-language description, saved with one call. Cloning over the API is Enterprise-only. Hume ends API access on 13 November 2026.", "bestFor": "Designing a voice from a description, and for teams already on EVI.", "strengths": [ "Voice design from a natural-language description, saved with one call", "Official MCP server with 5 tools to design, save, list and delete voices", "Public OpenAPI and AsyncAPI files and named error codes", "API data isn't used for training, per the privacy statement", "Custom voices work in both Octave TTS and EVI" ], "weaknesses": [ "Hume ends access to the TTS and EVI APIs on 13 November 2026 and deletes account data after that date", "Cloning over the API is Enterprise-only", "Consent is a legal checkbox in the Platform, not a check", "One account-wide API key, shown in a WebSocket query string in the docs", "No changelog entry since 15 May 2026, and the last SDK release touching TTS code is Python 0.14.1 (17 August 2026)", "No security.txt, SOC 2 report or subprocessor list found" ], "agentNotes": [ "Design with `POST /v0/tts` using an utterance `description` plus sample `text`, then save a `generation_id` with `POST /v0/tts/voices`", "Request several generations and pick one. A saved voice can't be tuned afterwards", "List your own voices with `GET /v0/tts/voices?provider=CUSTOM_VOICE`", "Use `/v0/tts/file` or streaming rather than the JSON endpoint to keep base64 audio out of context", "On E0811 back off and retry, the request was rate limited" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 2, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 54.6 } ], "editorialScores": { "ergonomics": 75, "maintenance": 45, "payments": 30, "reliability": 58, "schema": 87, "security": 23, "transparency": 40 }, "provenanceScore": 74, "checked": { "categories": { "ergonomics": "2026-11-04", "maintenance": "2026-11-04", "payments": "2026-11-04", "reliability": "2026-11-04", "schema": "2026-11-04", "security": "2026-11-04", "transparency": "2026-11-04" }, "last": "2026-11-04", "lastMoved": "2026-10-08", "oldest": "2026-11-04", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl https://api.hume.ai/v0/tts -H \"X-Hume-Api-Key: $HUME_API_KEY\" \\\n --json '{\"utterances\":[{\"description\":\"Calm, warm support agent with a slight Irish accent\",\"text\":\"Thanks for calling, how can I help today?\"}],\"num_generations\":2}'", "claudeCode": "claude mcp add hume -e HUME_API_KEY=$HUME_API_KEY -- npx @humeai/mcp-server", "config": { "mcpServers": { "hume": { "args": [ "@humeai/mcp-server" ], "command": "npx", "env": { "HUME_API_KEY": "${HUME_API_KEY}" } } } } }, "letme": { "capability": "https://letme.dev/voice.clone", "tool": "https://letme.dev/hume-voice-cloning" }, "sameCompany": [ "hume-evi" ], "area": "voice", "unitPrices": [ { "item": "Creator plan", "unit": "month", "usd": 14, "note": "commercial use, 140,000 characters, $7 first month" }, { "item": "Pro plan", "unit": "month", "usd": 70, "note": "1M characters" }, { "item": "Voice design and speech on Creator", "unit": "1m-chars", "usd": 150, "note": "$0.15 per 1,000 characters over the allowance" }, { "item": "Voice design and speech on Business", "unit": "1m-chars", "usd": 50, "note": "$0.05 per 1,000 characters over the allowance" } ], "provenance": { "legalEntity": "Hume AI, Inc.", "domain": "hume.ai", "domainRegistered": "2020-04-06", "endpointOnVendorDomain": true, "terms": "https://www.hume.ai/terms-of-use", "privacy": "https://www.hume.ai/privacy-policy", "statusPage": "https://status.hume.ai", "changelog": "https://dev.hume.ai/changelog", "securityTxt": "none", "checked": "2026-09-30", "score": 74 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/hume-voice-cloning.json", "live": { "slug": "hume-voice-cloning", "probe": { "target": "https://api.hume.ai/v0/tts", "method": "get", "lastAt": "2026-11-07T19:22:12.590854012Z", "lastOk": true, "lastStatus": 404, "lastMs": 187, "authRequired": false, "uptime24h": 100, "uptime30d": 99.97, "p50ms24h": 179, "p95ms24h": 283, "samples24h": 238, "samples30d": 7920, "days": [ { "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": 252 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 255, "ok": 255 }, { "date": "2026-10-20", "probes": 252, "ok": 252 }, { "date": "2026-10-21", "probes": 253, "ok": 253 }, { "date": "2026-10-22", "probes": 253, "ok": 253 }, { "date": "2026-10-23", "probes": 248, "ok": 248 }, { "date": "2026-10-24", "probes": 251, "ok": 251 }, { "date": "2026-10-25", "probes": 250, "ok": 250 }, { "date": "2026-10-26", "probes": 252, "ok": 252 }, { "date": "2026-10-27", "probes": 249, "ok": 249 }, { "date": "2026-10-28", "probes": 251, "ok": 250 }, { "date": "2026-10-29", "probes": 248, "ok": 248 }, { "date": "2026-10-30", "probes": 249, "ok": 249 }, { "date": "2026-10-31", "probes": 251, "ok": 251 }, { "date": "2026-11-01", "probes": 249, "ok": 249 }, { "date": "2026-11-02", "probes": 250, "ok": 250 }, { "date": "2026-11-03", "probes": 248, "ok": 248 }, { "date": "2026-11-04", "probes": 246, "ok": 246 }, { "date": "2026-11-05", "probes": 185, "ok": 185 }, { "date": "2026-11-06", "probes": 241, "ok": 241 }, { "date": "2026-11-07", "probes": 197, "ok": 197 } ] }, "vendorStatus": { "page": "https://status.hume.ai", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-11-07T19:22:15.856553979Z" }, "versions": [ { "registry": "github", "name": "HumeAI/hume-python-sdk", "version": "v0.14.0", "released": "2026-06-17", "seenAt": "2026-11-06T23:33:39.106316489Z" }, { "registry": "npm", "name": "@humeai/mcp-server", "version": "0.3.0", "seenAt": "2026-11-06T23:33:36.910988013Z" }, { "registry": "npm", "name": "hume", "version": "0.16.1", "seenAt": "2026-11-06T23:33:36.600677328Z" }, { "registry": "pypi", "name": "hume", "version": "0.14.1", "released": "2026-08-17", "seenAt": "2026-11-06T23:33:36.719534459Z" } ], "githubStars": 182, "npmWeekly": 112038, "pypiWeekly": 35235, "securityTxt": { "url": "https://hume.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-07T16:00:06.21640031Z" }, "llmsTxt": { "url": "https://dev.hume.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-07T15:32:45.160448645Z" }, "domain": { "domain": "hume.ai", "registered": "2020-04-06", "source": "https://rdap.identitydigital.services/rdap/domain/hume.ai", "checkedAt": "2026-11-01T14:15:47.929579773Z" }, "github": { "repo": "humeai/hume-python-sdk", "checkedAt": "2026-11-02T08:55:18.175954656Z", "stars": 181, "archived": false, "issuesEnabled": true, "pushedAt": "2026-08-17T21:04:05Z", "openIssues": 2, "openPRs": 3, "issuesOpened90d": 2, "issuesClosed90d": 0, "prsMerged90d": 0, "ci": { "branch": "main", "runs": 39, "success": 34, "failure": 4, "other": 1, "latest": "success", "latestAt": "2026-06-17T16:43:53Z" }, "replies": { "sampled": 25, "unanswered": 2, "medianDays": 62.1 } }, "updatedAt": "2026-11-07T19:22:12.590854012Z" } }, "answer": "Inworld Instant Voice Cloning scores 61.9 (C) on agent readiness against Hume Octave Voice Design and Cloning + MCP's 54.6 (C), and leads in 5 of 7 scored categories. Hume Octave Voice Design and Cloning + MCP leads on schema \u0026 documentation and agent ergonomics.", "b": { "slug": "inworld-voice-cloning", "name": "Inworld Instant Voice Cloning", "vendor": "Inworld AI", "vendorUrl": "https://inworld.ai", "kind": "model", "category": "voice-cloning", "summary": "Inworld's Instant Voice Cloning API makes a reusable text-to-speech voice from 3 to 30 seconds of audio in one synchronous call, for Inworld's TTS-2 models. The same operation is in the Inworld CLI and its bundled MCP server.", "url": "https://www.anchorterminal.com/tools/inworld-voice-cloning", "markdownUrl": "https://www.anchorterminal.com/tools/inworld-voice-cloning.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/inworld-voice-cloning.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/inworld-voice-cloning.json", "dns": "inworld-voice-cloning.grade.anchorterminal.com", "repo": "https://github.com/inworld-ai/inworld-api-examples", "license": "Proprietary service under Inworld's Terms of Service. The `@inworld/cli` and `@inworld/tts` npm packages and the examples repository are MIT", "transports": [ "http", "stdio", "streamable-http" ], "remoteUrl": "https://api.inworld.ai", "packages": [ { "registry": "npm", "name": "@inworld/cli" }, { "registry": "npm", "name": "@inworld/tts" }, { "registry": "pypi", "name": "inworld-tts" } ], "auth": "api-key", "authNotes": "Self-serve workspace API key from the Portal or `inworld workspace add-key`, sent as `Authorization: Basic` with the Base64 credential as copied. Keys are read-only for the Voice API by default, and cloning, updating and deleting voices need the write toggle, which can be changed on an existing key. Deleting a key revokes it. One-time tokens minted from a key serve browser and mobile clients.", "pricing": "freemium", "pricingNotes": "Creating an instant clone has no charge in the docs or on the pricing page. Speech from a clone costs $25 per million characters on TTS-2 or $15 on TTS-2 Flash on the free On-Demand plan, falling on the $25, $100, $300 and $1,500 monthly plans. On-Demand allows 100 custom voices and 2 cloning requests a minute (checked 2026-11-06).", "priceSummary": "$25 / mo", "where": "both", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs, llms.txt or the pricing page (checked 2026-11-06). Credits are bought at a checkout page, $10 minimum.", "endpoints": [] }, "toolCount": 40, "popularity": { "githubStars": null, "npmWeekly": 3632, "pypiWeekly": null, "asOf": "2026-11-06" }, "docsUrl": "https://docs.inworld.ai/tts/instant-voice-cloning", "llmsTxt": "https://docs.inworld.ai/llms.txt", "capabilities": [ "voice.clone", "voice.design", "speech.tts" ], "tags": [ "hosted", "official", "freemium", "free-tier", "no-card", "closed-source", "python", "typescript", "llms-txt", "mcp", "cli", "status-page", "soc2" ], "lastRelease": "2026-10-29", "graded": true, "anchor": { "graded": true, "score": 61.9, "grade": "C", "agentReady": false, "rank": 588, "ranked": true, "rankOf": 1510, "categoryRank": 4, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 64, "maintenance": 68, "payments": 40, "reliability": 75, "schema": 64, "security": 55, "transparency": 63 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-06" }, "negative": 0, "verdict": "One JSON call returns a usable voice ID from 3 to 30 seconds of audio, with no charge per clone and 100 custom voices on the free plan, behind keys that are read-only until write access is switched on. The API has no consent field, and Zero Data Retention excludes cloning samples.", "bestFor": "Teams already using Inworld TTS-2 that want clones from a short clip through one call, the CLI or MCP.", "strengths": [ "Synchronous clone from 3 to 30 seconds of WAV or MP3 audio, with language auto-detection and optional background-noise removal", "No charge per clone. The free On-Demand plan includes instant cloning and 100 custom voices, and speech is $25 per million characters on TTS-2", "API keys are read-only by default. Cloning, updating and deleting voices need a write toggle that can be changed on an existing key", "`GET /voices/v1/voices` filters by `source = \"IVC\"` with paging, and `voices:customVoiceCapacity` reports how many custom voices remain", "`llms.txt`, `llms-full.txt` and a Markdown twin of every docs page, plus `clone_voice` in the MCP server in `@inworld/cli` 1.5.0 (29 October 2026)" ], "weaknesses": [ "No consent, verification or watermark field in the clone API. Only the Portal flow asks the user to confirm rights to the voice", "Zero Data Retention does not cover cloning audio samples, and no retention period for them was found", "No idempotency key on `POST /voices/v1/voices:clone`, and no error list for the Voice API", "No OpenAPI file is linked from the docs, and the repositories named in the npm metadata of the CLI and Node SDK are not public", "The MCP `clone_voice` description says about 5 seconds and 4 MB a sample, while the docs say 3 seconds and 12 MB" ], "agentNotes": [ "Create the key with write access (`inworld workspace add-key --write`). A default key gets code 7, insufficient access level, on `voices:clone`", "Send the complete Base64 credential as `Authorization: Basic $INWORLD_API_KEY`. Don't encode it again", "Send one 10 to 30 second WAV or MP3 clip as base64 in `voiceSamples[].audioData`. Audio past 30 seconds is cut", "Don't blind-retry a clone. There's no idempotency key, so list voices with `filter=source=\"IVC\"` first, and back off with jitter on 429", "Set `gender`, `ageGroup` and `categories` with UpdateVoice afterwards. The clone call ignores them without an error", "The response echoes up to 15 seconds of processed audio as base64 in `audioSamplesValidated`. Drop it before passing the result to a model" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 61.9 } ], "editorialScores": { "ergonomics": 64, "maintenance": 68, "payments": 40, "reliability": 75, "schema": 64, "security": 55, "transparency": 51 }, "provenanceScore": 75, "checked": { "categories": { "ergonomics": "2026-11-06", "maintenance": "2026-11-06", "payments": "2026-11-06", "reliability": "2026-11-06", "schema": "2026-11-06", "security": "2026-11-06", "transparency": "2026-11-06" }, "last": "2026-11-06", "oldest": "2026-11-06", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npm install -g @inworld/cli", "http": "curl --location 'https://api.inworld.ai/voices/v1/voices:clone' \\\n --header \"Authorization: Basic $INWORLD_API_KEY\" \\\n --header 'Content-Type: application/json' \\\n --data '{\"displayName\": \"my_voice_clone_demo\", \"languageCode\": \"en-US\", \"voiceSamples\": [{\"audioData\": \"\u003cbase64-audio-data\u003e\"}]}'", "claudeCode": "claude mcp add inworld -- inworld mcp", "config": { "mcpServers": { "Inworld": { "args": [ "mcp" ], "command": "inworld" } } } }, "letme": { "capability": "https://letme.dev/voice.clone", "tool": "https://letme.dev/inworld-voice-cloning" }, "sameCompany": [ "inworld-stt", "inworld-tts", "inworld-realtime" ], "area": "voice", "unitPrices": [ { "item": "Speech from a clone, TTS-2, On-Demand", "unit": "1m-chars", "usd": 25, "note": "$20, $17.50, $15 and $12.50 on the monthly plans" }, { "item": "Speech from a clone, TTS-2 Flash, On-Demand", "unit": "1m-chars", "usd": 15, "note": "$10 down to $7 on the monthly plans" }, { "item": "Creator plan", "unit": "month", "usd": 25, "note": "credits equal to the price, 500 custom voices, 3 clone requests a minute" }, { "item": "Builder plan", "unit": "month", "usd": 100, "note": "3,000 custom voices, 5 clone requests a minute" }, { "item": "Developer plan", "unit": "month", "usd": 300, "note": "10,000 custom voices, 10 clone requests a minute" }, { "item": "Growth plan", "unit": "month", "usd": 1500, "note": "30,000 custom voices, 20 clone requests a minute" } ], "provenance": { "legalEntity": "Theai, Inc. dba Inworld AI", "domain": "inworld.ai", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "https://inworld.ai/terms", "privacy": "https://inworld.ai/privacy", "statusPage": "https://status.inworld.ai", "changelog": "https://docs.inworld.ai/release-notes/tts", "securityTxt": "none", "checked": "2026-11-06", "notes": [ "The Terms of Service (effective 11 June 2025, re-read 6 November 2026) are an agreement with Theai, Inc. dba Inworld AI under California law. They carry no clause on robots or automated access, and none specific to voice cloning.", "inworld.ai's robots.txt carries `Content-Signal: ai-train=no, search=yes, ai-input=no`, recorded as a fact about the site. Since 30 October 2026 this is not a reason to hold, so this listing, held on 9 October for it, is graded.", "status.inworld.ai draws incidents from GitHub issues in inworld-ai/inworld-issue-status, read through the GitHub API on 6 November.", "inworld.ai/.well-known/security.txt returned 404 on 30 October per the inworld-tts check. The security page links a vulnerability report form." ], "score": 75 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/inworld-voice-cloning.json", "live": { "slug": "inworld-voice-cloning", "probe": { "target": "https://api.inworld.ai", "method": "get", "lastAt": "2026-11-07T19:22:14.002705937Z", "lastOk": true, "lastStatus": 200, "lastMs": 152, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 137, "p95ms24h": 266, "samples24h": 210, "samples30d": 210, "days": [ { "date": "2026-11-06", "probes": 13, "ok": 13 }, { "date": "2026-11-07", "probes": 197, "ok": 197 } ] }, "versions": [ { "registry": "npm", "name": "@inworld/cli", "version": "1.5.0", "seenAt": "2026-11-06T23:35:10.767231519Z" }, { "registry": "npm", "name": "@inworld/tts", "version": "1.1.1", "seenAt": "2026-11-06T23:35:12.902766977Z" }, { "registry": "pypi", "name": "inworld-tts", "version": "1.2.1", "released": "2026-05-06", "seenAt": "2026-11-06T23:35:14.803764179Z" } ], "githubStars": 66, "npmWeekly": 290, "pypiWeekly": 4010, "securityTxt": { "url": "https://inworld.ai/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-07T16:01:11.794771951Z" }, "llmsTxt": { "url": "https://docs.inworld.ai/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-07T15:32:51.758972379Z" }, "updatedAt": "2026-11-07T19:22:14.002705937Z" } }, "edges": [ { "by": 32, "category": "security", "leads": "inworld-voice-cloning", "name": "Security \u0026 auth", "reasons": { "a": "Graded for voice cloning, with consent and misuse controls in place of the read-only line and training and retention of voice data in place of the prompt-injection line, since the API returns audio and IDs rather than third-party text. One account-wide API key and secret pair, regenerated together (10), and 30 minute OAuth client-credential tokens for clients (5), less 10 because the docs show the API key in a WebSocket query string, `?api_key=` (net 5 of 30). Cloning outside Enterprise happens in the Platform behind a legal agreement checkbox, with no verification (5 of 20). API data isn't used for training, but cloning outside Enterprise is a Platform submission, which may be used unless you opt out in settings, and no retention period is published (5 of 15). Usage is tracked in the portal, no per-call log found for TTS (8 of 15). No security.txt, bug bounty, SOC 2 or trust centre found, HIPAA compliance and a DPA on request are claimed (0 of 20). Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.", "b": "Graded for voice cloning as the other listings in this category were, with consent and misuse controls in place of the read-only line and training and retention of voice data in place of the prompt-injection line. Revocable workspace keys that are read-only for the Voice API until a write toggle is set, Realtime-only keys and single-use tokens, sent in a header (25 of 30). The API has no consent or verification field and no watermark was found. Only the Portal asks the user to confirm rights, and the Terms (11 June 2025), now read, have no clause on cloned voices. The write toggle keeps a default key from cloning (6 of 20). The Terms say Inworld won't train generally available models on non-public Materials except feedback and trust and safety content, while the Privacy Notice lists training among its uses. Zero Data Retention excludes cloning samples and no retention period for them is published (7 of 15, was 4). Usage is attributed per key in the dashboard and an experimental usage records endpoint exists from the Builder plan. No audit log found (7 of 15). GDPR and SOC 2 Type II are stated on every plan on the pricing page, and the security page links a vulnerability report form. No security.txt (404 per the 30 October inworld-tts check) and no bug bounty found (10 of 20, was 8). 25+6+7+7+10 = 55." }, "scores": { "a": 23, "b": 55 } }, { "by": 23, "category": "schema", "leads": "hume-voice-cloning", "name": "Schema \u0026 documentation", "reasons": { "a": "OpenAPI and AsyncAPI files at dev.hume.ai/openapi.json and asyncapi.json, listed in llms.txt (25). llms.txt and Markdown pages (10). The voice guides explain designing from a description and saving a generation, with less on when not to use it (12 of 20). Inputs typed, utterances take a description and text, saving takes a generation ID and a name (12 of 15). Examples throughout and a page of named error codes with fixes (13 of 15). Versioned `/v0` paths and a public changelog (15). Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.", "b": "No OpenAPI file is linked from the docs or `llms.txt`, re-read on 6 November. The MCP server has typed inputs on all 40 tools, which earns part of the line (10 of 25). `llms.txt`, `llms-full.txt` and Markdown twins (10). The guides say when to use instant cloning, Professional Voice Cloning or Voice Design, and the reference warns which fields are ignored (15 of 20). Required fields and base64 audio are typed, and a new `languageCode` string is validated against the catalogue with `INVALID_ARGUMENT`, while size and length limits sit in prose and the MCP tool still states different ones (10 of 15). Examples in curl, Python, JavaScript and the CLI, with one error response shown and no error list for the Voice API (9 of 15). A `/v1/` path and dated TTS release notes, newest 11 September, with no changelog for the Voice API itself (10 of 15). 10+10+15+10+9+10 = 64." }, "scores": { "a": 87, "b": 64 } }, { "by": 23, "category": "maintenance", "leads": "inworld-voice-cloning", "name": "Maintenance \u0026 community", "reasons": { "a": "Read as a closing service, since TTS and EVI API access ends on 13 November 2026, with recency from the last change to the listed product's code, and the umbrella rule for the `hume` SDKs. The last release touching TTS code is Python SDK 0.14.1 (17 August 2026, on PyPI per the 1 October check), built from the Fern regeneration dd9d2c4 of the same day, which sets the version to 0.14.1 and changes the TTS validation error types. It is reached only from a Fern generation tag, not from main or a version tag. 79 days, so 20 of 30, as on 1 October. From 6 August there are only 0.14.1 and the 2 October shutdown notice. TypeScript 0.16.1 (18 August) removed the uuid dependency with no TTS code and isn't counted. That is two dated entries, short of three (0). @humeai/mcp-server's newest tag is 0.3.0 on 8 January 2026. A public changelog, gone quiet, and no answering support channel confirmed (5 of 15). Official Python and TypeScript SDKs (15). TypeScript SDK released within 90 days, Python 3.9 to 3.15 (5 of 10). 20 + 0 + 5 + 15 + 5 = 45.", "b": "Read as a model, on the lines inworld-tts and cartesia-voice-cloning use (recency 30, dated releases 10, deprecation notice 10, support 15, SDKs 15, health 10). The 9 October draft used the tool lines and gave 75. `@inworld/cli` 1.5.0, whose MCP server carries `clone_voice`, on 29 October 2026, after 1.4.0 (13 October), 1.4.1 (23 October), 1.4.2 and 1.4.3 (25 October) (30). Dated TTS release notes on 9 August and 11 September 2026, and none for the 28 October model update or for the Voice API (10). `inworld-tts-1` was discontinued on 15 June 2026 with requests routed to newer models, and clones made before 15 August keep a 15-second prompt, with no notice period stated (5 of 10). A public changelog, a Discord server and support@inworld.ai, with no evidence read of how they answer (8 of 15). `@inworld/tts` 1.1.1 dates from 6 May 2026 (10 of 15). The CLI is current, but the repositories named in its npm metadata aren't public (5 of 10). 30+10+5+8+10+5 = 68." }, "scores": { "a": 45, "b": 68 } }, { "by": 17, "category": "reliability", "leads": "inworld-voice-cloning", "name": "Reliability", "reasons": { "a": "Status page at status.hume.ai (incident.io) with a Text-to-speech API component (20). We couldn't read an incident history on 1 October, the history page returned 404 (5). The sibling EVI listing read the history feed on 1 and 2 October, which holds one TTS incident of about 7 minutes on 19 September; 3 October to 4 November is unread, and a partly unread window keeps its recorded award, so 5 holds. Requests per minute are published by plan on the pricing page, 15 on Free and Starter up to 225 on Business (15). Rate limiting returns error E0811 with 'try again later', and the official SDKs retry with exponential backoff (8, an in-between value kept and flagged). No idempotency or safe-retry guidance for saving a voice (0). No SLA published (0). Voice design over the TTS API is generally available until API access ends on 13 November 2026 (10). 20 + 5 + 15 + 8 + 0 + 0 + 10 = 58. Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.", "b": "Graded on the REST API, the surface an agent would call. Status page at status.inworld.ai, drawn from GitHub issues, with five components and none for cloning (20). Read through the GitHub API on 6 November, the 90 days from 8 August hold two incidents, 29 minutes of elevated TTS latency on 25 August and 26 minutes of elevated TTS 2.1 errors from a network fault at one GPU site on 28 October, both minor (20). Cloning limits are published per plan, 2 to 20 requests a minute (15). A 429 is documented with exponential backoff and jitter code, and since the 9 October check the rate-limits page says limits over a minute can carry `Retry-After`. No idempotency key or safe-retry guidance for clone creation (10 of 15, was 9). The pricing page, now read, names an SLA on Enterprise only with no terms or figure, as on inworld-tts (0). Instant cloning carries no Preview or Beta mark (10). 20+20+15+10+0+10 = 75." }, "scores": { "a": 58, "b": 75 } }, { "by": 11, "category": "ergonomics", "leads": "hume-voice-cloning", "name": "Agent ergonomics", "reasons": { "a": "The official MCP server has 5 tools, but the JSON TTS endpoint returns base64 audio inside the response, which is heavy in a context window (20 of 25). The voice list paginates and filters by `provider`, so `CUSTOM_VOICE` returns only your voices (20). Named error codes (E0601, E0811 and others) say whether to retry (20). No idempotency key and no job to poll, a design call simply runs again (0 of 20). Few required fields, official Python and TypeScript SDKs (15). Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.", "b": "The clone response echoes up to 15 seconds of processed audio as base64 with no way to leave it out. The MCP tool returns a compact result, but the server loads 40 tools with no toolsets, registering only those the credentials can call (13 of 25). Voice lists take an AIP-160 `filter`, `pageSize`, `pageToken` and `orderBy`, including `source = \"IVC\"`, and a capacity endpoint reports used and maximum custom voices (20). Errors are a numeric code, a message and details, and the one example reads clearly, but no list is documented for the Voice API (12 of 20). No idempotency key, no MCP annotations in the 1.5.0 package, and the SDKs retry 5xx and network errors twice by default (4 of 20). Two required fields, language auto-detection, and official Python and Node.js SDKs (15). 13+20+12+4+15 = 64." }, "scores": { "a": 75, "b": 64 } }, { "by": 10, "category": "payments", "leads": "inworld-voice-cloning", "name": "Payments \u0026 pricing", "reasons": { "a": "No x402, MPP or L402 (0). Per-unit overage prices are public, $0.15 per 1,000 characters on Creator down to $0.05 on Business (20). A $0 Free plan includes voice design over the API, but cloning over the API is Enterprise-only and the card requirement isn't stated (10 of 20). Signup is a human browser flow (0). Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.", "b": "No x402, MPP or L402 (0). The pricing page, unread on 9 October and read on 6 November, publishes per-character rates for speech from a clone, $25 per million characters on TTS-2 and $15 on TTS-2 Flash on the free plan, and no charge for creating a clone (20, was 10). The On-Demand plan is free with 100 custom voices and instant cloning, and no card is asked for (20). `inworld login` opens a browser and signup is a human flow. The CLI mints keys only after that (0). 0+20+20+0 = 40." }, "scores": { "a": 30, "b": 40 } } ], "facts": [ { "a": "Model API", "b": "Model API", "name": "Kind" }, { "a": "Hume AI", "b": "Inworld AI", "name": "Vendor" }, { "a": "https://api.hume.ai/v0/tts", "b": "https://api.inworld.ai", "name": "Hosted endpoint" }, { "a": "HTTP, stdio", "b": "HTTP, stdio, Streamable HTTP", "name": "Transports" }, { "a": "API key", "b": "API key", "name": "Auth" }, { "a": "Freemium", "b": "Freemium", "name": "Pricing" }, { "a": "not published", "b": "$15 per 1M characters", "name": "Price for voice cloning" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "MIT (SDKs)", "b": "Proprietary service under Inworld's Terms of Service. The `@inworld/cli` and `@inworld/tts` npm packages and the examples repository are MIT", "name": "Licence" }, { "a": "5", "b": "40", "name": "Tools exposed" }, { "a": "no", "b": "yes", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-08-18", "b": "2026-10-29", "name": "Last release" }, { "a": "2026-10-05", "b": "2025-06-11", "name": "Terms last updated" }, { "a": "2025-02-25", "b": "2026-01-18", "name": "Privacy policy last updated" }, { "a": "yes", "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": "180 stars, 79k npm/wk, 24k PyPI/wk", "b": "3.6k npm/wk", "name": "Popularity" }, { "a": "2/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Inworld Instant Voice Cloning scores 61.9 (C) on agent readiness against Hume Octave Voice Design and Cloning + MCP's 54.6 (C), and leads in 5 of 7 scored categories. Hume Octave Voice Design and Cloning + MCP leads on schema \u0026 documentation and agent ergonomics.", "question": "Which is better for AI agents, Hume Octave Voice Design and Cloning + MCP or Inworld Instant Voice Cloning?" }, { "answer": "Both need an API key.", "question": "Do Hume Octave Voice Design and Cloning + MCP and Inworld Instant Voice Cloning need an API key?" }, { "answer": "Yes. Hume Octave Voice Design and Cloning + MCP has a hosted endpoint at https://api.hume.ai/v0/tts and Inworld Instant Voice Cloning at https://api.inworld.ai.", "question": "Can an agent call Hume Octave Voice Design and Cloning + MCP and Inworld Instant Voice Cloning without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Schema \u0026 documentation, 87 against 64", "Agent ergonomics, 75 against 64" ], "also": null, "goodFor": "Designing a voice from a description, and for teams already on EVI.", "slug": "hume-voice-cloning", "watchFor": "Hume ends access to the TTS and EVI APIs on 13 November 2026 and deletes account data after that date" }, { "aheadOn": [ "Reliability, 75 against 58", "Security \u0026 auth, 55 against 23", "Payments \u0026 pricing, 40 against 30", "Maintenance \u0026 community, 68 against 45", "Transparency \u0026 trust, 63 against 57" ], "also": [ "Free to start without a card" ], "goodFor": "Teams already using Inworld TTS-2 that want clones from a short clip through one call, the CLI or MCP.", "slug": "inworld-voice-cloning", "watchFor": "No consent, verification or watermark field in the clone API. Only the Portal flow asks the user to confirm rights to the voice" } ], "history": { "hume-voice-cloning": [ { "causes": [ "method" ], "date": "2026-10-08", "delta": -0.6, "from": 55.2, "fromGrade": "C", "to": 54.6, "toGrade": "C" } ], "inworld-voice-cloning": null }, "job": { "capability": "voice.clone", "name": "Voice cloning" }, "others": [ { "json": "https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-hume-voice-cloning.json", "title": "Cartesia Voice Cloning API + MCP vs Hume Octave Voice Design and Cloning + MCP", "url": "https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-hume-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-inworld-voice-cloning.json", "title": "Cartesia Voice Cloning API + MCP vs Inworld Instant Voice Cloning", "url": "https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-inworld-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-hume-voice-cloning.json", "title": "ElevenLabs Voice Cloning and Voice Design API vs Hume Octave Voice Design and Cloning + MCP", "url": "https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-hume-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-inworld-voice-cloning.json", "title": "ElevenLabs Voice Cloning and Voice Design API vs Inworld Instant Voice Cloning", "url": "https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-inworld-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-hume-voice-cloning.json", "title": "Fish Audio Voice Cloning API vs Hume Octave Voice Design and Cloning + MCP", "url": "https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-hume-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-inworld-voice-cloning.json", "title": "Fish Audio Voice Cloning API vs Inworld Instant Voice Cloning", "url": "https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-inworld-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/gradium-voice-cloning-vs-hume-voice-cloning.json", "title": "Gradium Voice Cloning and Voice Design vs Hume Octave Voice Design and Cloning + MCP", "url": "https://www.anchorterminal.com/compare/gradium-voice-cloning-vs-hume-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/gradium-voice-cloning-vs-inworld-voice-cloning.json", "title": "Gradium Voice Cloning and Voice Design vs Inworld Instant Voice Cloning", "url": "https://www.anchorterminal.com/compare/gradium-voice-cloning-vs-inworld-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-minimax-voice-cloning.json", "title": "Hume Octave Voice Design and Cloning + MCP vs MiniMax Voice Clone and Voice Design", "url": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-minimax-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-murf-voice-cloning.json", "title": "Hume Octave Voice Design and Cloning + MCP vs Murf Voice Cloning API", "url": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-murf-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-playht-voice-cloning.json", "title": "Hume Octave Voice Design and Cloning + MCP vs PlayHT Voice Cloning API", "url": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-playht-voice-cloning" }, { "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-smallest-voice-clone.json", "title": "Hume Octave Voice Design and Cloning + MCP vs Smallest.ai Instant Voice Clone", "url": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-smallest-voice-clone" }, { "json": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-soniox-voice-cloning.json", "title": "Hume Octave Voice Design and Cloning + MCP vs Soniox Voice Cloning", "url": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-soniox-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-speechify-voice-cloning.json", "title": "Hume Octave Voice Design and Cloning + MCP vs Speechify API Voice Cloning", "url": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-speechify-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-ultravox-voice-cloning.json", "title": "Hume Octave Voice Design and Cloning + MCP vs Ultravox Voice Cloning", "url": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-ultravox-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/inworld-voice-cloning-vs-minimax-voice-cloning.json", "title": "Inworld Instant Voice Cloning vs MiniMax Voice Clone and Voice Design", "url": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-minimax-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-murf-voice-cloning.json", "title": "Inworld Instant Voice Cloning vs Murf Voice Cloning API", "url": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-murf-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-playht-voice-cloning.json", "title": "Inworld Instant Voice Cloning vs PlayHT Voice Cloning API", "url": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-playht-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-resemble-ai-voice-cloning.json", "title": "Inworld Instant Voice Cloning vs Resemble AI Voice Cloning API", "url": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-resemble-ai-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-smallest-voice-clone.json", "title": "Inworld Instant Voice Cloning vs Smallest.ai Instant Voice Clone", "url": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-smallest-voice-clone" }, { "json": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-soniox-voice-cloning.json", "title": "Inworld Instant Voice Cloning vs Soniox Voice Cloning", "url": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-soniox-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-speechify-voice-cloning.json", "title": "Inworld Instant Voice Cloning vs Speechify API Voice Cloning", "url": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-speechify-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-ultravox-voice-cloning.json", "title": "Inworld Instant Voice Cloning vs Ultravox Voice Cloning", "url": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-ultravox-voice-cloning" }, { "json": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-voicestudio.json", "title": "Inworld Instant Voice Cloning vs VoiceStudio", "url": "https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-voicestudio" } ], "panel": null, "scores": [ { "by": 17, "edge": "inworld-voice-cloning", "hume-voice-cloning": 58, "inworld-voice-cloning": 75, "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 23, "edge": "hume-voice-cloning", "hume-voice-cloning": 87, "inworld-voice-cloning": 64, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 11, "edge": "hume-voice-cloning", "hume-voice-cloning": 75, "inworld-voice-cloning": 64, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "by": 32, "edge": "inworld-voice-cloning", "hume-voice-cloning": 23, "inworld-voice-cloning": 55, "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "by": 10, "edge": "inworld-voice-cloning", "hume-voice-cloning": 30, "inworld-voice-cloning": 40, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 23, "edge": "inworld-voice-cloning", "hume-voice-cloning": 45, "inworld-voice-cloning": 68, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 6, "edge": "inworld-voice-cloning", "hume-voice-cloning": 57, "inworld-voice-cloning": 63, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Inworld Instant Voice Cloning scores 61.9 (C) on agent readiness against Hume Octave Voice Design and Cloning + MCP's 54.6 (C), and leads in 5 of 7 scored categories. Hume Octave Voice Design and Cloning + MCP leads on schema \u0026 documentation and agent ergonomics. Both do voice cloning.", "tasks": [ { "a": "$0.45 to $1.35", "b": "$0.13 to $0.22", "cheaper": "inworld-voice-cloning", "task": "Narrate a 9,000-character script", "what": "about 1,500 words" } ], "tutorials": [ { "title": "Create and preview a voice in Hume", "tool": "hume-voice-cloning", "url": "https://www.anchorterminal.com/tutorials/hume-voice-cloning/" } ], "verdicts": { "hume-voice-cloning": "Voice design from a natural-language description, saved with one call. Cloning over the API is Enterprise-only. Hume ends API access on 13 November 2026.", "inworld-voice-cloning": "One JSON call returns a usable voice ID from 3 to 30 seconds of audio, with no charge per clone and 100 custom voices on the free plan, behind keys that are read-only until write access is switched on. The API has no consent field, and Zero Data Retention excludes cloning samples." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-inworld-voice-cloning", "json": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-inworld-voice-cloning.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-inworld-voice-cloning.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/hume-voice-cloning-vs-inworld-voice-cloning.min.md" }, "markdown": "Inworld Instant Voice Cloning scores 61.9 (C) on agent readiness against Hume Octave Voice Design and Cloning + MCP's 54.6 (C), and leads in 5 of 7 scored categories. Hume Octave Voice Design and Cloning + MCP leads on schema \u0026 documentation and agent ergonomics. Both do voice cloning.\n\n- Hume Octave Voice Design and Cloning + MCP: grade C, 54.6/100, rank #905 of 1510. Markdown https://www.anchorterminal.com/tools/hume-voice-cloning.md · JSON https://www.anchorterminal.com/api/v1/tools/hume-voice-cloning.json\n- Inworld Instant Voice Cloning: grade C, 61.9/100, rank #588 of 1510. Markdown https://www.anchorterminal.com/tools/inworld-voice-cloning.md · JSON https://www.anchorterminal.com/api/v1/tools/inworld-voice-cloning.json\n- Best voice cloning and custom voice APIs for AI agents: https://www.anchorterminal.com/best/voice-cloning/index.md\n- All 133 cloning comparisons: https://www.anchorterminal.com/compare/voice-cloning/index.md\n\n## Which one, for what\n\n### Hume Octave Voice Design and Cloning + MCP (C)\n\nGood for: Designing a voice from a description, and for teams already on EVI.\n\nAhead on:\n- Schema \u0026 documentation, 87 against 64\n- Agent ergonomics, 75 against 64\n\nWatch for: Hume ends access to the TTS and EVI APIs on 13 November 2026 and deletes account data after that date\n\n### Inworld Instant Voice Cloning (C)\n\nGood for: Teams already using Inworld TTS-2 that want clones from a short clip through one call, the CLI or MCP.\n\nAhead on:\n- Reliability, 75 against 58\n- Security \u0026 auth, 55 against 23\n- Payments \u0026 pricing, 40 against 30\n- Maintenance \u0026 community, 68 against 45\n- Transparency \u0026 trust, 63 against 57\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: No consent, verification or watermark field in the clone API. Only the Portal flow asks the user to confirm rights to the voice\n\n\n## Why the edge\n\n### Security \u0026 auth: Inworld Instant Voice Cloning +32\n\n- Hume Octave Voice Design and Cloning + MCP (23): Graded for voice cloning, with consent and misuse controls in place of the read-only line and training and retention of voice data in place of the prompt-injection line, since the API returns audio and IDs rather than third-party text. One account-wide API key and secret pair, regenerated together (10), and 30 minute OAuth client-credential tokens for clients (5), less 10 because the docs show the API key in a WebSocket query string, `?api_key=` (net 5 of 30). Cloning outside Enterprise happens in the Platform behind a legal agreement checkbox, with no verification (5 of 20). API data isn't used for training, but cloning outside Enterprise is a Platform submission, which may be used unless you opt out in settings, and no retention period is published (5 of 15). Usage is tracked in the portal, no per-call log found for TTS (8 of 15). No security.txt, bug bounty, SOC 2 or trust centre found, HIPAA compliance and a DPA on request are claimed (0 of 20). Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.\n- Inworld Instant Voice Cloning (55): Graded for voice cloning as the other listings in this category were, with consent and misuse controls in place of the read-only line and training and retention of voice data in place of the prompt-injection line. Revocable workspace keys that are read-only for the Voice API until a write toggle is set, Realtime-only keys and single-use tokens, sent in a header (25 of 30). The API has no consent or verification field and no watermark was found. Only the Portal asks the user to confirm rights, and the Terms (11 June 2025), now read, have no clause on cloned voices. The write toggle keeps a default key from cloning (6 of 20). The Terms say Inworld won't train generally available models on non-public Materials except feedback and trust and safety content, while the Privacy Notice lists training among its uses. Zero Data Retention excludes cloning samples and no retention period for them is published (7 of 15, was 4). Usage is attributed per key in the dashboard and an experimental usage records endpoint exists from the Builder plan. No audit log found (7 of 15). GDPR and SOC 2 Type II are stated on every plan on the pricing page, and the security page links a vulnerability report form. No security.txt (404 per the 30 October inworld-tts check) and no bug bounty found (10 of 20, was 8). 25+6+7+7+10 = 55.\n\n### Schema \u0026 documentation: Hume Octave Voice Design and Cloning + MCP +23\n\n- Hume Octave Voice Design and Cloning + MCP (87): OpenAPI and AsyncAPI files at dev.hume.ai/openapi.json and asyncapi.json, listed in llms.txt (25). llms.txt and Markdown pages (10). The voice guides explain designing from a description and saving a generation, with less on when not to use it (12 of 20). Inputs typed, utterances take a description and text, saving takes a generation ID and a name (12 of 15). Examples throughout and a page of named error codes with fixes (13 of 15). Versioned `/v0` paths and a public changelog (15). Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.\n- Inworld Instant Voice Cloning (64): No OpenAPI file is linked from the docs or `llms.txt`, re-read on 6 November. The MCP server has typed inputs on all 40 tools, which earns part of the line (10 of 25). `llms.txt`, `llms-full.txt` and Markdown twins (10). The guides say when to use instant cloning, Professional Voice Cloning or Voice Design, and the reference warns which fields are ignored (15 of 20). Required fields and base64 audio are typed, and a new `languageCode` string is validated against the catalogue with `INVALID_ARGUMENT`, while size and length limits sit in prose and the MCP tool still states different ones (10 of 15). Examples in curl, Python, JavaScript and the CLI, with one error response shown and no error list for the Voice API (9 of 15). A `/v1/` path and dated TTS release notes, newest 11 September, with no changelog for the Voice API itself (10 of 15). 10+10+15+10+9+10 = 64.\n\n### Maintenance \u0026 community: Inworld Instant Voice Cloning +23\n\n- Hume Octave Voice Design and Cloning + MCP (45): Read as a closing service, since TTS and EVI API access ends on 13 November 2026, with recency from the last change to the listed product's code, and the umbrella rule for the `hume` SDKs. The last release touching TTS code is Python SDK 0.14.1 (17 August 2026, on PyPI per the 1 October check), built from the Fern regeneration dd9d2c4 of the same day, which sets the version to 0.14.1 and changes the TTS validation error types. It is reached only from a Fern generation tag, not from main or a version tag. 79 days, so 20 of 30, as on 1 October. From 6 August there are only 0.14.1 and the 2 October shutdown notice. TypeScript 0.16.1 (18 August) removed the uuid dependency with no TTS code and isn't counted. That is two dated entries, short of three (0). @humeai/mcp-server's newest tag is 0.3.0 on 8 January 2026. A public changelog, gone quiet, and no answering support channel confirmed (5 of 15). Official Python and TypeScript SDKs (15). TypeScript SDK released within 90 days, Python 3.9 to 3.15 (5 of 10). 20 + 0 + 5 + 15 + 5 = 45.\n- Inworld Instant Voice Cloning (68): Read as a model, on the lines inworld-tts and cartesia-voice-cloning use (recency 30, dated releases 10, deprecation notice 10, support 15, SDKs 15, health 10). The 9 October draft used the tool lines and gave 75. `@inworld/cli` 1.5.0, whose MCP server carries `clone_voice`, on 29 October 2026, after 1.4.0 (13 October), 1.4.1 (23 October), 1.4.2 and 1.4.3 (25 October) (30). Dated TTS release notes on 9 August and 11 September 2026, and none for the 28 October model update or for the Voice API (10). `inworld-tts-1` was discontinued on 15 June 2026 with requests routed to newer models, and clones made before 15 August keep a 15-second prompt, with no notice period stated (5 of 10). A public changelog, a Discord server and support@inworld.ai, with no evidence read of how they answer (8 of 15). `@inworld/tts` 1.1.1 dates from 6 May 2026 (10 of 15). The CLI is current, but the repositories named in its npm metadata aren't public (5 of 10). 30+10+5+8+10+5 = 68.\n\n### Reliability: Inworld Instant Voice Cloning +17\n\n- Hume Octave Voice Design and Cloning + MCP (58): Status page at status.hume.ai (incident.io) with a Text-to-speech API component (20). We couldn't read an incident history on 1 October, the history page returned 404 (5). The sibling EVI listing read the history feed on 1 and 2 October, which holds one TTS incident of about 7 minutes on 19 September; 3 October to 4 November is unread, and a partly unread window keeps its recorded award, so 5 holds. Requests per minute are published by plan on the pricing page, 15 on Free and Starter up to 225 on Business (15). Rate limiting returns error E0811 with 'try again later', and the official SDKs retry with exponential backoff (8, an in-between value kept and flagged). No idempotency or safe-retry guidance for saving a voice (0). No SLA published (0). Voice design over the TTS API is generally available until API access ends on 13 November 2026 (10). 20 + 5 + 15 + 8 + 0 + 0 + 10 = 58. Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.\n- Inworld Instant Voice Cloning (75): Graded on the REST API, the surface an agent would call. Status page at status.inworld.ai, drawn from GitHub issues, with five components and none for cloning (20). Read through the GitHub API on 6 November, the 90 days from 8 August hold two incidents, 29 minutes of elevated TTS latency on 25 August and 26 minutes of elevated TTS 2.1 errors from a network fault at one GPU site on 28 October, both minor (20). Cloning limits are published per plan, 2 to 20 requests a minute (15). A 429 is documented with exponential backoff and jitter code, and since the 9 October check the rate-limits page says limits over a minute can carry `Retry-After`. No idempotency key or safe-retry guidance for clone creation (10 of 15, was 9). The pricing page, now read, names an SLA on Enterprise only with no terms or figure, as on inworld-tts (0). Instant cloning carries no Preview or Beta mark (10). 20+20+15+10+0+10 = 75.\n\n### Agent ergonomics: Hume Octave Voice Design and Cloning + MCP +11\n\n- Hume Octave Voice Design and Cloning + MCP (75): The official MCP server has 5 tools, but the JSON TTS endpoint returns base64 audio inside the response, which is heavy in a context window (20 of 25). The voice list paginates and filters by `provider`, so `CUSTOM_VOICE` returns only your voices (20). Named error codes (E0601, E0811 and others) say whether to retry (20). No idempotency key and no job to poll, a design call simply runs again (0 of 20). Few required fields, official Python and TypeScript SDKs (15). Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.\n- Inworld Instant Voice Cloning (64): The clone response echoes up to 15 seconds of processed audio as base64 with no way to leave it out. The MCP tool returns a compact result, but the server loads 40 tools with no toolsets, registering only those the credentials can call (13 of 25). Voice lists take an AIP-160 `filter`, `pageSize`, `pageToken` and `orderBy`, including `source = \"IVC\"`, and a capacity endpoint reports used and maximum custom voices (20). Errors are a numeric code, a message and details, and the one example reads clearly, but no list is documented for the Voice API (12 of 20). No idempotency key, no MCP annotations in the 1.5.0 package, and the SDKs retry 5xx and network errors twice by default (4 of 20). Two required fields, language auto-detection, and official Python and Node.js SDKs (15). 13+20+12+4+15 = 64.\n\n### Payments \u0026 pricing: Inworld Instant Voice Cloning +10\n\n- Hume Octave Voice Design and Cloning + MCP (30): No x402, MPP or L402 (0). Per-unit overage prices are public, $0.15 per 1,000 characters on Creator down to $0.05 on Business (20). A $0 Free plan includes voice design over the API, but cloning over the API is Enterprise-only and the card requirement isn't stated (10 of 20). Signup is a human browser flow (0). Per the 1 October check, not re-read on 4 November, because Hume's terms of 5 October 2026 (clause 9.4) bar robots and other automated tools from its websites, so every hume.ai host, status.hume.ai included, is paused.\n- Inworld Instant Voice Cloning (40): No x402, MPP or L402 (0). The pricing page, unread on 9 October and read on 6 November, publishes per-character rates for speech from a clone, $25 per million characters on TTS-2 and $15 on TTS-2 Flash on the free plan, and no charge for creating a clone (20, was 10). The On-Demand plan is free with 100 custom voices and instant cloning, and no card is asked for (20). `inworld login` opens a browser and signup is a human flow. The CLI mints keys only after that (0). 0+20+20+0 = 40.\n\n## Score by category\n\n| Category | Weight | Hume Octave Voice Design and Cloning + MCP | Inworld Instant Voice Cloning | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 58 | 75 | Inworld Instant Voice Cloning +17 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 87 | 64 | Hume Octave Voice Design and Cloning + MCP +23 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 64 | Hume Octave Voice Design and Cloning + MCP +11 |\n| Security \u0026 auth | 14% (17.5 this run) | 23 | 55 | Inworld Instant Voice Cloning +32 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 40 | Inworld Instant Voice Cloning +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 45 | 68 | Inworld Instant Voice Cloning +23 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 57 | 63 | Inworld Instant Voice Cloning +6 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **54.6 · C** | **61.9 · C** | |\n\n## Facts side by side\n\n| Fact | Hume Octave Voice Design and Cloning + MCP | Inworld Instant Voice Cloning |\n| --- | --- | --- |\n| Kind | Model API | Model API |\n| Vendor | Hume AI | Inworld AI |\n| Hosted endpoint | `https://api.hume.ai/v0/tts` | `https://api.inworld.ai` |\n| Transports | HTTP, stdio | HTTP, stdio, Streamable HTTP |\n| Auth | API key | API key |\n| Pricing | Freemium | Freemium |\n| Price for voice cloning | not published | $15 per 1M characters |\n| x402 | no | no |\n| Licence | MIT (SDKs) | Proprietary service under Inworld's Terms of Service. The `@inworld/cli` and `@inworld/tts` npm packages and the examples repository are MIT |\n| Tools exposed | 5 | 40 |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| Last release | 2026-08-18 | 2026-10-29 |\n| Terms last updated | 2026-10-05 | 2025-06-11 |\n| Privacy policy last updated | 2025-02-25 | 2026-01-18 |\n| Customer content may train models | yes | 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 | 180 stars, 79k npm/wk, 24k PyPI/wk | 3.6k npm/wk |\n| Agent reviews | 2/5 (2) | none |\n\n## What the same task costs\n\n| Task | Hume Octave Voice Design and Cloning + MCP | Inworld Instant Voice Cloning |\n| --- | --- | --- |\n| Narrate a 9,000-character script | $0.45 to $1.35 | $0.13 to $0.22 |\n\n## How the scores have moved\n\n### Hume Octave Voice Design and Cloning + MCP\n\n- -0.6 on 8 October 2026: checklist\n\n### Inworld Instant Voice Cloning\n\nNo score change since it was listed.\n\n## Verdicts\n\n**Hume Octave Voice Design and Cloning + MCP.** Voice design from a natural-language description, saved with one call. Cloning over the API is Enterprise-only. Hume ends API access on 13 November 2026.\n\n**Inworld Instant Voice Cloning.** One JSON call returns a usable voice ID from 3 to 30 seconds of audio, with no charge per clone and 100 custom voices on the free plan, behind keys that are read-only until write access is switched on. The API has no consent field, and Zero Data Retention excludes cloning samples.\n\n## Before you call either\n\n### Hume Octave Voice Design and Cloning + MCP\n\n1. Design with `POST /v0/tts` using an utterance `description` plus sample `text`, then save a `generation_id` with `POST /v0/tts/voices`\n2. Request several generations and pick one. A saved voice can't be tuned afterwards\n3. List your own voices with `GET /v0/tts/voices?provider=CUSTOM_VOICE`\n4. Use `/v0/tts/file` or streaming rather than the JSON endpoint to keep base64 audio out of context\n5. On E0811 back off and retry, the request was rate limited\n\n### Inworld Instant Voice Cloning\n\n1. Create the key with write access (`inworld workspace add-key --write`). A default key gets code 7, insufficient access level, on `voices:clone`\n2. Send the complete Base64 credential as `Authorization: Basic $INWORLD_API_KEY`. Don't encode it again\n3. Send one 10 to 30 second WAV or MP3 clip as base64 in `voiceSamples[].audioData`. Audio past 30 seconds is cut\n4. Don't blind-retry a clone. There's no idempotency key, so list voices with `filter=source=\"IVC\"` first, and back off with jitter on 429\n5. Set `gender`, `ageGroup` and `categories` with UpdateVoice afterwards. The clone call ignores them without an error\n6. The response echoes up to 15 seconds of processed audio as base64 in `audioSamplesValidated`. Drop it before passing the result to a model\n\n## Tutorials\n\n- [Create and preview a voice in Hume](https://www.anchorterminal.com/tutorials/hume-voice-cloning/), for Hume Octave Voice Design and Cloning + MCP\n\n## Questions\n\n### Which is better for AI agents, Hume Octave Voice Design and Cloning + MCP or Inworld Instant Voice Cloning?\n\nInworld Instant Voice Cloning scores 61.9 (C) on agent readiness against Hume Octave Voice Design and Cloning + MCP's 54.6 (C), and leads in 5 of 7 scored categories. Hume Octave Voice Design and Cloning + MCP leads on schema \u0026 documentation and agent ergonomics.\n\n### Do Hume Octave Voice Design and Cloning + MCP and Inworld Instant Voice Cloning need an API key?\n\nBoth need an API key.\n\n### Can an agent call Hume Octave Voice Design and Cloning + MCP and Inworld Instant Voice Cloning without installing anything?\n\nYes. Hume Octave Voice Design and Cloning + MCP has a hosted endpoint at https://api.hume.ai/v0/tts and Inworld Instant Voice Cloning at https://api.inworld.ai.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/hume-voice-cloning-vs-inworld-voice-cloning.json, and with the fewest tokens: https://www.anchorterminal.com/compare/hume-voice-cloning-vs-inworld-voice-cloning.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"hume-voice-cloning\", \"b\": \"inworld-voice-cloning\"}`. From a terminal: `anchor compare hume-voice-cloning inworld-voice-cloning`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/hume-voice-cloning.json and https://www.anchorterminal.com/api/v1/tools/inworld-voice-cloning.json\n\n## Other comparisons with Hume Octave Voice Design and Cloning + MCP or Inworld Instant Voice Cloning\n\n- [Cartesia Voice Cloning API + MCP vs Hume Octave Voice Design and Cloning + MCP](https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-hume-voice-cloning.md)\n- [Cartesia Voice Cloning API + MCP vs Inworld Instant Voice Cloning](https://www.anchorterminal.com/compare/cartesia-voice-cloning-vs-inworld-voice-cloning.md)\n- [ElevenLabs Voice Cloning and Voice Design API vs Hume Octave Voice Design and Cloning + MCP](https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-hume-voice-cloning.md)\n- [ElevenLabs Voice Cloning and Voice Design API vs Inworld Instant Voice Cloning](https://www.anchorterminal.com/compare/elevenlabs-voice-cloning-vs-inworld-voice-cloning.md)\n- [Fish Audio Voice Cloning API vs Hume Octave Voice Design and Cloning + MCP](https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-hume-voice-cloning.md)\n- [Fish Audio Voice Cloning API vs Inworld Instant Voice Cloning](https://www.anchorterminal.com/compare/fish-audio-voice-cloning-vs-inworld-voice-cloning.md)\n- [Gradium Voice Cloning and Voice Design vs Hume Octave Voice Design and Cloning + MCP](https://www.anchorterminal.com/compare/gradium-voice-cloning-vs-hume-voice-cloning.md)\n- [Gradium Voice Cloning and Voice Design vs Inworld Instant Voice Cloning](https://www.anchorterminal.com/compare/gradium-voice-cloning-vs-inworld-voice-cloning.md)\n- [Hume Octave Voice Design and Cloning + MCP vs MiniMax Voice Clone and Voice Design](https://www.anchorterminal.com/compare/hume-voice-cloning-vs-minimax-voice-cloning.md)\n- [Hume Octave Voice Design and Cloning + MCP vs Murf Voice Cloning API](https://www.anchorterminal.com/compare/hume-voice-cloning-vs-murf-voice-cloning.md)\n- [Hume Octave Voice Design and Cloning + MCP vs PlayHT Voice Cloning API](https://www.anchorterminal.com/compare/hume-voice-cloning-vs-playht-voice-cloning.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 Smallest.ai Instant Voice Clone](https://www.anchorterminal.com/compare/hume-voice-cloning-vs-smallest-voice-clone.md)\n- [Hume Octave Voice Design and Cloning + MCP vs Soniox Voice Cloning](https://www.anchorterminal.com/compare/hume-voice-cloning-vs-soniox-voice-cloning.md)\n- [Hume Octave Voice Design and Cloning + MCP vs Speechify API Voice Cloning](https://www.anchorterminal.com/compare/hume-voice-cloning-vs-speechify-voice-cloning.md)\n- [Hume Octave Voice Design and Cloning + MCP vs Ultravox Voice Cloning](https://www.anchorterminal.com/compare/hume-voice-cloning-vs-ultravox-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- [Inworld Instant Voice Cloning vs MiniMax Voice Clone and Voice Design](https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-minimax-voice-cloning.md)\n- [Inworld Instant Voice Cloning vs Murf Voice Cloning API](https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-murf-voice-cloning.md)\n- [Inworld Instant Voice Cloning vs PlayHT Voice Cloning API](https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-playht-voice-cloning.md)\n- [Inworld Instant Voice Cloning vs Resemble AI Voice Cloning API](https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-resemble-ai-voice-cloning.md)\n- [Inworld Instant Voice Cloning vs Smallest.ai Instant Voice Clone](https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-smallest-voice-clone.md)\n- [Inworld Instant Voice Cloning vs Soniox Voice Cloning](https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-soniox-voice-cloning.md)\n- [Inworld Instant Voice Cloning vs Speechify API Voice Cloning](https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-speechify-voice-cloning.md)\n- [Inworld Instant Voice Cloning vs Ultravox Voice Cloning](https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-ultravox-voice-cloning.md)\n- [Inworld Instant Voice Cloning vs VoiceStudio](https://www.anchorterminal.com/compare/inworld-voice-cloning-vs-voicestudio.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-11-07", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "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": "Hume Octave Voice Design and Cloning + MCP vs Inworld Instant Voice Cloning", "url": "" } ], "description": "Inworld Instant Voice Cloning scores 61.9 (C) to Hume Octave Voice Design and Cloning's 54.6 (C) for voice cloning. 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