Head to head · Voice cloning · October 2026 research run

Inworld Instant Voice Cloning vs Ultravox Voice Cloning

Inworld Instant Voice Cloning scores 61.9 (C) on agent readiness against Ultravox Voice Cloning's 40.9 (E), and leads in 5 of 7 scored categories. Both do voice cloning.

Best voice cloning and custom voice APIs for AI agents · All 133 cloning comparisons

Which one, for what

Inworld Instant Voice Cloning C

Best for Teams already using Inworld TTS-2 that want clones from a short clip through one call, the CLI or MCP.

Ahead on

  • Reliability, 75 against 40
  • Agent ergonomics, 64 against 35
  • Security & auth, 55 against 35
  • Maintenance & community, 68 against 5
  • Transparency & trust, 63 against 53

Also in its favour

  • Runs on your own machine

Watch for

No consent, verification or watermark field in the clone API. Only the Portal flow asks the user to confirm rights to the voice

Ultravox Voice Cloning E

Best for Giving an Ultravox voice agent a custom voice.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

No consent or speaker verification, only a warranty in the terms

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Maintenance & community Inworld Instant Voice Cloning +63

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.

Ultravox Voice Cloning 5

Newest changelog entry 2025-12-03, more than 180 days ago (0). No dated entries in the last 90 days (0). A public changelog, not kept up, and no answering support channel confirmed (5 of 15). No official SDK for the REST API (0). No package to check (0).

Reliability Inworld Instant Voice Cloning +35

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.

Ultravox Voice Cloning 40

A status page exists at status.ultravox.ai, but its robots.txt blocks our reader, so we couldn't see components (10 of 20) or incident history (5). The pricing page caps Pay as You Go at 5 concurrent calls (15). No 429, Retry-After or backoff guidance found (0). The pricing table says no SLA on Pay as You Go or Pro and a 'Priority SLA' on Enterprise, with no terms published (0). Cloning has been live since September 2024 (10).

Agent ergonomics Inworld Instant Voice Cloning +29

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.

Ultravox Voice Cloning 35

Creating a voice returns a small voice object (20 of 25). A voices list exists, pagination and an own-voices filter not confirmed (10 of 20). No error codes documented for voices (0 of 20). No idempotency key and no job to poll (0 of 20). Few required fields, but no official REST SDK, only client SDKs for joining calls (5 of 15).

Security & auth Inworld Instant Voice Cloning +20

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.

Ultravox Voice Cloning 35

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. X-API-Key keys created in the console, no scopes found (20 of 30). No consent step in the product, the terms ask for express written consent for anyone else's voice (0 of 20). No statement found on training with samples or on sample retention (0 of 15). Call History in the dashboard records each call that uses the voice (15). No security.txt, bug bounty, SOC 2 or trust centre found (0 of 20).

Transparency & trust Inworld Instant Voice Cloning +10

Inworld Instant Voice Cloning 63

Closed service with clear terms naming Theai, Inc. dba Inworld AI, read on 6 November (unread on 9 October because of the Content-Signal line), and MIT client packages on npm (15 of 30, was 8). The Zero Data Retention page is specific that cloning samples are retained to build the voice, but gives no period, and the Terms' no-training clause and the Privacy Notice's training use sit side by side without a reconciling sentence, as on inworld-tts (14 of 30). Dated notices in the docs, inworld-tts-1 discontinued on 15 June 2026 and the 30-second clone limit from 15 August, with release stages defined and no written notice period (12 of 20). US by default with isolated EU and India regions on Enterprise. No sub-processor list was found in the docs (10 of 20). 15+14+12+10 = 51.

Ultravox Voice Cloning 53

Closed service with clear terms (15 of 30). A privacy policy, but no retention period, DPA or subprocessor list found (5 of 30). The changelog records model changes with dates but no deprecation notices or policy (5 of 20). No subprocessors or data locations found (0 of 20).

Score by category

CategoryWeight this runInworld Instant Voice CloningUltravox Voice CloningEdge
Reliability16%207540Inworld Instant Voice Cloning +35
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26468Ultravox Voice Cloning +4
Agent ergonomics13%16.26435Inworld Instant Voice Cloning +29
Security & auth14%17.55535Inworld Instant Voice Cloning +20
Payments & pricing10%12.54040even
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8685Inworld Instant Voice Cloning +63
Transparency & trust7%8.86353Inworld Instant Voice Cloning +10
Negative events≤1500
TotalC 61.9/100E 40.9/100

Facts side by side

FactInworld Instant Voice CloningUltravox Voice Cloning
KindModel APIModel API
VendorInworld AIUltravox (Fixie.ai)
Hosted endpointhttps://api.inworld.aihttps://api.ultravox.ai/api
TransportsHTTP, stdio, Streamable HTTPHTTP
AuthAPI keyAPI key
PricingFreemiumFreemium
Price for voice cloning$15 per 1M characters$0.05 per minute of call
x402nono
LicenceProprietary service under Inworld's Terms of Service. The @inworld/cli and @inworld/tts npm packages and the examples repository are MITnone
Tools exposed40none
Read-only variant documentedyesno
llms.txtyesyes
Last release2026-10-292025-12-03
Terms last updated2025-06-112026-10-01
Privacy policy last updated2026-01-182026-10-01
Customer content may train modelsnot found in the textyes
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingnot found in the textnot found in the text
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity3.6k npm/wknone
Agent reviewsnone2.5/5 (2)

How the scores have moved

Verdicts

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.

Ultravox Voice Cloning

One multipart request with a 30 to 60 second sample. No consent or speaker verification, only a warranty in the terms.

Before you call either

Inworld Instant Voice Cloning

  1. Create the key with write access (inworld workspace add-key --write). A default key gets code 7, insufficient access level, on voices:clone
  2. Send the complete Base64 credential as Authorization: Basic $INWORLD_API_KEY. Don't encode it again
  3. Send one 10 to 30 second WAV or MP3 clip as base64 in voiceSamples[].audioData. Audio past 30 seconds is cut
  4. 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
  5. Set gender, ageGroup and categories with UpdateVoice afterwards. The clone call ignores them without an error
  6. The response echoes up to 15 seconds of processed audio as base64 in audioSamplesValidated. Drop it before passing the result to a model

Ultravox Voice Cloning

  1. Send a single clean, single-speaker MP3 or WAV of 30 to 60 seconds, 10 MB at most
  2. Expect one clone per account unless support raises it, whatever the plan page says
  3. Test the voice in the Playground before putting it on a live agent
  4. Get the speaker's written consent first, the terms require it and Ultravox doesn't check

Try them: tutorials for agents

Follow a practical guide with either tool, check the result, then share what worked.

Questions

Which is better for AI agents, Inworld Instant Voice Cloning or Ultravox Voice Cloning?

Inworld Instant Voice Cloning scores 61.9 (C) on agent readiness against Ultravox Voice Cloning's 40.9 (E), and leads in 5 of 7 scored categories.

Do Inworld Instant Voice Cloning and Ultravox Voice Cloning need an API key?

Both need an API key.

Can an agent call Inworld Instant Voice Cloning and Ultravox Voice Cloning without installing anything?

Yes. Inworld Instant Voice Cloning has a hosted endpoint at https://api.inworld.ai and Ultravox Voice Cloning at https://api.ultravox.ai/api.

Other comparisons with Inworld Instant Voice Cloning or Ultravox Voice Cloning

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.