About this portal
GamiWays Research Portal — a technology intelligence and solution selection tool, developed by Gamilab and Memoways.
What is this portal?
The GamiWays Research Portal is a technology intelligence tool consolidating Gamilab and Memoways' expertise on voice pipelines (STT, TTS) and conversational video avatars. It documents the state of the art in 2025–2026, with verified benchmarks, strategic analyses, and interactive decision tools.
The portal covers 10 STT engines, 16 TTS engines, and 11+ video avatar platforms. It is designed to support informed technology decisions — whether for a client pilot project, a product integration, or a strategic ecosystem assessment.
Who is it for?
Memoways clients
Organizations facing technology choices for integrating a conversational avatar or voice pipeline into their projects.
Technology partners
Technical teams and partners who want to understand Gamilab's architecture choices and target performance constraints.
Evaluators & experts
Any organization facing the same questions — voice engine selection, avatar evaluation, sovereignty vs performance vs cost trade-offs.
Portal objectives
Technology selection
Identify the right voice engines and avatar platforms based on real constraints: budget, sovereignty, latency, languages, integration.
Strategic decision support
Provide up-to-date data to arbitrate between options: cloud vs on-premise, open-source vs commercial, latency vs cost.
Expertise showcase
Demonstrate the depth of Gamilab and Memoways' expertise in conversational avatar technologies — for festivals, clients, and partners.
Editorial philosophy
This portal does not recommend specific solutions. It presents options, verified metrics, questions to ask, and decision frameworks. The goal is to help teams understand the technology landscape and make informed decisions based on their own constraints — data sovereignty, budget, latency, technical expertise.
Open questions
Each section asks the real decision questions, without imposing an answer.
Vendor neutrality
No commercial partnerships with evaluated vendors. Data comes from public benchmarks and independent tests.
Continuous updates
The market moves fast. This portal is updated to reflect new releases, pricing changes, and new benchmarks.
Portal structure
GamiWays product vision, technical challenges, target architecture, identified opportunities, and state of the art. Context of Gamilab's conversational infrastructure.
STT (10 engines) and TTS (16 engines) comparisons, audio synthesis benchmarks, layer-by-layer decision framework, custom scoring, and interactive V2V pipeline diagram.
Comparison of 11+ streaming video avatar platforms, interactive cost simulator, business & market challenges, behavior & expressiveness, emotional toolbox.
Portal presentation (this page) and glossary of the 30+ technical terms used in the portal.
Gamilab × Memoways
This portal is the result of the partnership between Gamilab and Memoways — two complementary organizations that together cover the entire value chain of conversational avatars: from technological infrastructure to client projects.
Technology engine
Develops the multi-avatar conversational infrastructure: SDK, API, STT→LLM→TTS→Avatar pipeline. Provides the technical layer on which Memoways projects are built.
Deployment agency
Delivers pilot projects and client implementations: design, integration, customization, and deployment of conversational avatars in real-world contexts.
STT engines covered
10
TTS engines covered
16
Avatar platforms
11+
Unfamiliar with a term?
The glossary explains the 30+ technical terms used in this portal: WER, TTFA, ELO, SSM, diarization, sovereignty, lock-in, and many more.