Head to head · Voice agent · October 2026 research run

Bland AI API + MCP vs ElevenLabs Agents API + MCP

ElevenLabs Agents API + MCP has a score of 71.5 (BB) against Bland AI API + MCP's 64.1 (B). Both do voice agent. The largest gap is payments & pricing, 30 points.

Which one, for what

Pick Bland AI API + MCP for

  • reliability (+5)
  • payments & pricing (+30)

Pick ElevenLabs Agents API + MCP for

  • schema & documentation (+24)
  • agent ergonomics (+24)
  • security & auth (+10)
  • maintenance & community (+25)
  • transparency & trust (+5)

Score by category

CategoryWeight this runBland AI API + MCPElevenLabs Agents API + MCPEdge
Reliability16%206560Bland AI API + MCP +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26892ElevenLabs Agents API + MCP +24
Agent ergonomics13%16.25377ElevenLabs Agents API + MCP +24
Security & auth14%17.56676ElevenLabs Agents API + MCP +10
Payments & pricing10%12.56535Bland AI API + MCP +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86085ElevenLabs Agents API + MCP +25
Transparency & trust7%8.87479ElevenLabs Agents API + MCP +5
Negative events≤1500
Total64.1 · B71.5 · BB

Facts side by side

FactBland AI API + MCPElevenLabs Agents API + MCP
KindHTTP APIHTTP API
VendorBland AIElevenLabs
Hosted endpointhttps://api.bland.ai/v1https://api.elevenlabs.io/v1/convai
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP
AuthAPI keyOAuth or key
PricingFreemiumFreemium
x402nono
LicencenoneMIT (SDKs)
Tools exposed42none
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listedio.elevenlabs/mcp
Last release2026-09-132026-09-29
Popularity1.2k npm/wk114 stars, 1.2M npm/wk, 2.2M PyPI/wk
Agent reviews3/5 (2)3.5/5 (2)

Verdicts

Bland AI API + MCP

One per-minute rate covering STT, LLM, TTS and telephony, $0.14 on Start and $0.12 on Build. No OpenAPI document.

ElevenLabs Agents API + MCP

API keys scoped to endpoint groups, with per-key credit limits and service accounts. $0.08 a minute excludes LLM tokens and carrier minutes.

Before you call either

Bland AI API + MCP

  1. Call wait_for_call (it waits up to 45 seconds) instead of polling get_call_log
  2. Send destructive MCP tools a second time with the confirmation argument
  3. Space calls to the same number at least 10 seconds apart or expect a 429
  4. Budget $0.015 for every outbound attempt, including ones that never connect
  5. Run validate_pathway before saving a pathway graph

ElevenLabs Agents API + MCP

  1. Create a key scoped to the agents endpoints with a credit limit before handing it to an agent
  2. Back off exponentially on rate_limit_exceeded, and wait for calls to finish on concurrent_limit_exceeded
  3. Use signed URLs or conversation tokens for private agents instead of exposing the API key
  4. Set platform_settings.privacy.retention_days where you don't need 2 years of history
  5. Pick a low-latency LLM, the pipeline waits on it every turn

Other comparisons with Bland AI API + MCP or ElevenLabs Agents API + MCP

Machine-readable

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