INFRA · APIS
Auth0 is rebuilding identity around actors that operate on someone else's behalf.
Alternatives · developer tools
ElevenLabs alternatives
The best ElevenLabs alternatives in developer tools, ranked by Sparkpulse's velocity_score.
Updated Aug 11, 2026
Looking for the best alternatives to ElevenLabs? Sparkpulse tracks and ranks 12 alternatives in developer tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, ElevenLabs shipped 1 meaningful update in the last 30 days and carries a velocity score of 6.3 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About ElevenLabs
ElevenLabs is rebuilding voice agents as versioned software — branches, drafts, compiles, tests.
ElevenAgents now dominates the changelog, and it ships software-engineering primitives rather than voice features: branches, rebase, merge previews, drafts, and per-test tool mocks. Procedures compile into agent workflows, knowledge bases have crawl jobs and bulk operations, and telephony has widened past Twilio to Exotel and SIP. The speech and music models still advance — Music v2, Speech Engine — but they now read as components sitting under an agent runtime.
Velocity 6.3 · Last update 5d ago
Top 12 alternatives to ElevenLabs
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
DEVOPS
GitHub is building the accounting layer for its agent platform, not just more agents.
INFRA · APIS
Nexus does the diagnosis; the rest is on-call plumbing
INFRA · APIS
mod_auth_openidc audited itself, found eight holes, and broke every session on the way out
INFRA · APIS
Grype's entire roadmap is false positives — and it just went code-aware to cut them.
INFRA · APIS
Depot is expanding from faster builds into the whole CI stack — tests, source control, and its own metal.
INFRA · APIS
Ably is building an agent transport layer on its realtime core, shipping AI SDK versions every ten days.
INFRA · APIS
Four channels, one fix stream — werf's releases are mostly concurrency repairs.
INFRA · APIS
PAM and PKI now take up most of the lines in Infisical's release notes.
INFRA · APIS
Biome's patch train keeps adding rules — and is quietly growing a Markdown linter.
INFRA · APIS
DNSControl is rewriting its record internals in public, one release candidate at a time
INFRA · APIS
Casdoor ships a version bump per commit, and the recent run is all tenancy hardening.
ElevenLabs vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| ElevenLabs (baseline) | 6.3 | 1 | voice agentsagent versioningprocedures | Procedure APIs: draft, compile and branch agent behavior |
| Auth0 | 10.0 | 2 | agent-identitydelegationtoken-exchange | Custom Token Exchange - Session Delegation is now available in Open Early Access |
| GitHub | 10.0 | 0 | copilotagentsenterprise-governance | — |
| incident.io | 6.3 | 1 | incident-responseon-callai-agent | Investigations now available, powered by Nexus |
| mod_auth_openidc | 6.3 | 1 | oidcapachesecurity-audit | Internal audit turns up eight security issues, including an identity-header bypass |
| Grype | 6.3 | 1 | vulnerability-scanningfalse-positivesreachability | Reachability analysis lands to cut Go false positives |
| Depot | 6.3 | 1 | ci-cdbuild-accelerationtest-analytics | Test results are now generally available |
| Ably | 6.3 | 1 | realtime-infrastructureai-agentsdurable-execution | AI Transport JS SDK v0.7.0: OpenAI Responses codec |
| werf | 5.0 | 0 | multi-channel-releasesbuildahconcurrency-fixes | — |
| Infisical | 5.0 | 0 | pampkisecret-rotation | — |
| Biome | 5.0 | 0 | lint-rulesmarkdown-supportframework-coverage | — |
| DNSControl | 5.0 | 0 | dnsinfrastructure-as-coderefactor | — |
| Casdoor | 5.0 | 0 | identitymulti-tenancyaccess-control | — |
The 12 best ElevenLabs alternatives, in depth
1. Auth0 · velocity 10.0
Auth0 is rebuilding identity around actors that operate on someone else's behalf.
Over the last 30 days Auth0 shipped 2 meaningful updates vs ElevenLabs's 1, most recently “Custom Token Exchange - Session Delegation is now available in Open Early Access”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, Auth0 focuses on agent identity, delegation and token exchange.
Over the last 30 days Auth0 has been shipping faster than ElevenLabs — a point in its favour if release momentum matters to you.
2. GitHub · velocity 10.0
GitHub is building the accounting layer for its agent platform, not just more agents.
Over the last 30 days GitHub shipped 0 meaningful updates vs ElevenLabs's 1. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, GitHub focuses on copilot, agents and enterprise governance.
GitHub has shipped fewer meaningful updates than ElevenLabs in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
3. incident.io · velocity 6.3
Nexus does the diagnosis; the rest is on-call plumbing.
Over the last 30 days incident.io shipped 1 meaningful update vs ElevenLabs's 1, most recently “Investigations now available, powered by Nexus”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, incident.io focuses on incident response, on call and ai agent.
incident.io and ElevenLabs have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full incident.io trajectory → · Compare ElevenLabs vs incident.io →
4. mod_auth_openidc · velocity 6.3
Mod_auth_openidc audited itself, found eight holes, and broke every session on the way out.
Over the last 30 days mod_auth_openidc shipped 1 meaningful update vs ElevenLabs's 1, most recently “Internal audit turns up eight security issues, including an identity-header bypass”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, mod_auth_openidc focuses on oidc, apache and security audit.
mod_auth_openidc and ElevenLabs have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full mod_auth_openidc trajectory → · Compare ElevenLabs vs mod_auth_openidc →
5. Grype · velocity 6.3
Grype's entire roadmap is false positives — and it just went code-aware to cut them.
Over the last 30 days Grype shipped 1 meaningful update vs ElevenLabs's 1, most recently “Reachability analysis lands to cut Go false positives”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, Grype focuses on vulnerability scanning, false positives and reachability.
Grype and ElevenLabs have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. Depot · velocity 6.3
Depot is expanding from faster builds into the whole CI stack — tests, source control, and its own metal.
Over the last 30 days Depot shipped 1 meaningful update vs ElevenLabs's 1, most recently “Test results are now generally available”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, Depot focuses on ci cd, build acceleration and test analytics.
Depot and ElevenLabs have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. Ably · velocity 6.3
Ably is building an agent transport layer on its realtime core, shipping AI SDK versions every ten days.
Over the last 30 days Ably shipped 1 meaningful update vs ElevenLabs's 1, most recently “AI Transport JS SDK v0.7.0: OpenAI Responses codec”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, Ably focuses on realtime infrastructure, ai agents and durable execution.
Ably and ElevenLabs have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. werf · velocity 5.0
Four channels, one fix stream — werf's releases are mostly concurrency repairs.
Over the last 30 days werf shipped 0 meaningful updates vs ElevenLabs's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, werf focuses on multi channel releases, buildah and concurrency fixes.
werf has shipped fewer meaningful updates than ElevenLabs in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
9. Infisical · velocity 5.0
PAM and PKI now take up most of the lines in Infisical's release notes.
Over the last 30 days Infisical shipped 0 meaningful updates vs ElevenLabs's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, Infisical focuses on pam, pki and secret rotation.
Infisical has shipped fewer meaningful updates than ElevenLabs in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Infisical trajectory → · Compare ElevenLabs vs Infisical →
10. Biome · velocity 5.0
Biome's patch train keeps adding rules — and is quietly growing a Markdown linter.
Over the last 30 days Biome shipped 0 meaningful updates vs ElevenLabs's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, Biome focuses on lint rules, markdown support and framework coverage.
Biome has shipped fewer meaningful updates than ElevenLabs in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
11. DNSControl · velocity 5.0
DNSControl is rewriting its record internals in public, one release candidate at a time.
Over the last 30 days DNSControl shipped 0 meaningful updates vs ElevenLabs's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, DNSControl focuses on dns, infrastructure as code and refactor.
DNSControl has shipped fewer meaningful updates than ElevenLabs in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full DNSControl trajectory → · Compare ElevenLabs vs DNSControl →
12. Casdoor · velocity 5.0
Casdoor ships a version bump per commit, and the recent run is all tenancy hardening.
Over the last 30 days Casdoor shipped 0 meaningful updates vs ElevenLabs's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where ElevenLabs leans on voice agents, agent versioning and procedures, Casdoor focuses on identity, multi tenancy and access control.
Casdoor has shipped fewer meaningful updates than ElevenLabs in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Frequently asked questions
What are the best alternatives to ElevenLabs?
The top ElevenLabs alternatives we currently track in developer tools are Auth0, GitHub, incident.io, mod_auth_openidc, Grype, ranked by recent ship velocity.
How is this list of ElevenLabs alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare ElevenLabs directly with one of these alternatives?
Yes — every card has a "Compare with ElevenLabs" link to a side-by-side /compare page.