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Voice RTT Benchmark
Provider-agnostic end-to-end latency harness for a conversational voice path:
Deepgram Flux turn detection, Cerebras gemma-4-31b streaming text generation,
and Cartesia Sonic 3.5 streaming speech synthesis.
The harness does not create an elizaOS runtime and does not call production
routes or UI. It measures the client-observable path directly through provider
adapters and emits a PR #15931-compatible trace shape: X-Eliza-Voice-Trace-Id
per turn plus Server-Timing components in the JSON artifact.
Measured Checkpoints
- acoustic/input end
- STT eager end and final turn
- chat admission
- Cerebras preforward
- first text token
- first speakable phrase
- Cartesia request
- first audio frame
- client playout simulation
- interruption and playout silence for the barge-in case
Run
# Deterministic no-key mode. Enforces gates.
bun run --cwd packages/benchmarks/voice-rtt bench:mock
# Write artifacts.
bun run --cwd packages/benchmarks/voice-rtt bench:mock -- --out=./results
# Opt-in live mode. Requires provider keys and corpus PCM files.
DEEPGRAM_API_KEY=... CEREBRAS_API_KEY=... CARTESIA_API_KEY=... \
bun run --cwd packages/benchmarks/voice-rtt bench:live -- --audio-dir=./audio
Live mode expects short.pcm, long.pcm, pause.pcm, and barge-in.pcm in
the supplied audio directory, encoded as 16 kHz signed 16-bit little-endian PCM.
The fixture corpus is fixed in fixtures/corpus.json; committed text is used
for deterministic mock timing and for expected reply lengths, not logged by
default.
Gates
Mock mode enforces:
- EOS to first audio P50
< 1000ms - EOS to first audio P95
< 1500ms - interruption to silence
< 300ms - zero audio frames accepted after interrupt silence
Live mode reports those gates as advisory unless --enforce-live-gates is
supplied.
Privacy
Artifacts redact transcripts and model replies by default. They include only
trace IDs, provider request IDs, lengths, timings, stage attribution, and gate
results. Use --unsafe-transcripts only for a local diagnostic run where the
artifact will not be shared.
Provider Contracts
Adapters implement SttAdapter, LlmAdapter, and TtsAdapter from
src/types.ts. Future OpenRouter or alternate provider adapters should return
the same timestamped contracts rather than changing scoring/reporting code.
The live adapter follows the documented provider APIs:
- Deepgram Flux turn-based audio:
wss://api.deepgram.com/v2/listen - Cerebras chat completions streaming:
POST /v1/chat/completions - Cartesia Text-to-Speech WebSocket:
/tts/websocket
Test
bun run --cwd packages/benchmarks/voice-rtt test
bun run --cwd packages/benchmarks/voice-rtt typecheck