Inworld AI vs Yandex
Relationship
Realtime API and Yandex SpeechKit do comparable work on speech to text, text to speech and voice agent; both also serve buyers who need to create synthetic voice and audio; Inworld AI's scale not recorded.
Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.
6 shared capabilities — Across all their products, both list image generation, model inference, speech to text and 3 more.
Ludbee capability tags · every product each company sellsShared product type — Both ship API service and platform.
Ludbee product recordsAligned comparison
Capability overlap
Shared · 6
Not verified for Yandex · 1
Recorded for Inworld AI. Yandex’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Inworld AI · 12
Recorded for Yandex. Inworld AI’s product records say nothing either way — a missing record is not a missing capability.
Products, side by side
Algorithmic pairing — assembled from recorded fields, not hand-checked
Inworld AI
API service
Speech-to-speech voice-agent API in which one WebSocket session runs Inworld speech recognition with voice profiling, a chosen LLM from 100+ with tool calling and turn detection, and Realtime TTS-2 voice output.
Speech-to-text API (Inworld STT-1) that transcribes streaming or complete audio in 30+ languages with turn detection, returning voice-profile signals for emotion, vocal style, accent, age and pitch alongside the transcript.
Text-to-speech API (Realtime TTS-2 and TTS-2 Flash) with voice cloning and voice design, billed per million characters.
Platform
OpenAI-compatible LLM gateway that sends each request to one of 100+ models from OpenAI, Anthropic, Google and others by rules on user attributes, context, A/B splits or cost, with failover and provider rates passed through at zero markup.
Yandex
API service
Speech recognition and speech synthesis API built on the technology behind the Alice assistant, used for voice assistants, call-centre automation and service-quality monitoring.
Neural machine translation API supporting more than 100 languages, sold as a Yandex Cloud service.
Computer-vision API that recognises and extracts text, tables, handwriting, document fields and licence plates from images and PDFs in 48 languages.
Platform
Yandex Cloud platform that serves Yandex's generative models (YandexGPT, YandexART, embeddings, classifiers) over an API, with fine-tuning, a model gallery and agent/assistant tooling.
End-to-end managed ML development environment with notebooks, distributed training jobs and one-click model deployment on elastically scaled CPU/GPU resources.
No counterpart
Inworld AI sells these in a stack layer with no product recorded for Yandex yet — nothing on the other side to compare them against.
Infrastructure service
Dedicated NVIDIA B200 GPUs for high-volume realtime workloads such as LLM inference, dedicated TTS serving and custom model hosting, with Kubernetes access or Inworld-managed deployment, and deployed models routable through Inworld Router.
Model API
Inworld Inference provides API access to text, image, video and decision models.
Yandex sells these in a stack layer with no product recorded for Inworld AI yet — nothing on the other side to compare them against.
Application
Yandex's consumer AI assistant and chat product, which answers questions with web search, analyses uploaded files, and generates text and images from Yandex's own generative models.
Speech-analytics service that transcribes and analyses voice and text customer conversations to surface topics, sentiment and service-quality metrics.
Developer tool
Yandex's AI coding assistant for VS Code and JetBrains IDEs, offering completion, chat, code review and an agent mode that carries out development tasks from natural-language instructions.