Benchius
Built for exploration

Explore 44 AI experiences from one visual hub.

Test chat, image, video, voice, speech, document AI, and retrieval across 11 model ecosystems. Compare compatible models or compose multi-step workflows. The catalog includes one gated MAI Cyber preview, not a live inference endpoint.

44 experiences. 11 model ecosystems.

Use provider-aware controls, reusable profiles, complete session archives, cost estimates, and a multi-model benchmark with per-participant evaluation and scoring in one workspace.

Built in

Move from a first prompt to a repeatable, scored comparison.

Benchmark, evaluate, and score models

Send one prompt to two or three compatible playgrounds, including different models from the same family, inspect the results side by side, and optionally give each participant a verdict, score, and detailed explanation.

Save profiles or full sessions

Reuse settings as JSON profiles, optionally with machine-encrypted credentials, or archive non-secret settings, outputs, and generated media in a restorable ZIP session.

Measure every run

Track elapsed time, estimated Foundry cost when available, generated character counts, and returned usage or reasoning metadata.

Use provider-native features

Explore reasoning, verbosity, prompt caching, web search, WebIQ, X MCP, file and image inputs, generation controls, and OCR where supported.

Listen, transcribe, and speak

Explore nine speech playgrounds: file and microphone transcription, speaker labels, expressive voices, live conversations, captions, and continuous spoken translation.

Compose real workflows

Connect transcription, reasoning, human review, and speech synthesis in industry samples. Listen to generated audio, inspect each handoff, and export a runnable workflow.

Playgrounds and preview

Choose a focused playground or compare and score models across the same task.

Every playground exposes the controls and outputs that matter for its provider and modality.

Voice & Speech 16 playgrounds

Transcribe recordings, generate expressive speech, follow live captions, converse by voice, or interpret speech continuously. Microphone access is explicit; provider charges and regional availability apply.

Retrieval 2 playgrounds

Explore text and image embeddings, inspect vector neighborhoods, and rerank retrieved candidates.

Document AI 2 playgrounds

Run Mistral OCR or Cohere Parse and inspect rendered Markdown, structured blocks, raw JSON, and page-level results.

Compare and score 1 experience

Load two or three supported playgrounds, reuse one prompt, compare their outputs in parallel, and optionally evaluate and score each participant.

Compose 1 experience

Connect models, tools, branching logic, and human review. Industry speech samples use native file transcription and synthesis; live microphone sessions remain in their dedicated playgrounds.

Model providers

Explore 11 model ecosystems without losing your workflow.

Azure OpenAI, Direct from Azure, and provider-native experiences keep provider-specific endpoint patterns, model controls, and output details visible while preserving a familiar playground workflow. Microsoft Foundry availability and features depend on your deployment.

Getting started

Explore, measure, and carry the useful work forward.

1

Choose an experience

Start with chat, images, video, voice and speech, documents, retrieval, a benchmark, or an industry workflow.

2

Configure and run

Tune provider-specific settings, prompts, tools, inputs, and optional files while watching timing, cost, and metadata.

3

Compare, score, and continue

Benchmark compatible models, optionally evaluate each participant with a verdict, score, and detailed explanation, then save a reusable profile or complete session without persisting secure settings.

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