LookinGlass runs three top AI models — Claude, GPT-4.1, and Gemini — side-by-side. Compare what they say. Synthesize what they share. Stop guessing which model is right.
One question. Two answers. Streaming in real time so you can watch them agree, diverge, and disagree on the things that matter.
Pick a mode per question. Single-model speed for everyday work. Side-by-side comparison when stakes go up. Synthesis when you need the best answer money can buy.
One model with tools — web search, document/image, Office 365, calendars. The mode you'll use 80% of the time. Fast, conversational, low-cost.
Two models answer in parallel. See where they agree and where they don't — disagreement is signal. Use it for decisions, drafts, and "is this right?" gut-checks.
Three models reply. A fourth judges. You get a consensus answer with the strongest argument from each model. Slower, more expensive, the most reliable.
Three top-tier models running side-by-side, plus a premium creative-writing model in private beta. We use the API tiers that contractually exclude training — your data stays yours.
Long-context reasoning, code, structured writing. The default in Standard mode.
Fast, conversational, often picks up things Claude misses. Strong on creative.
Cross-domain knowledge, long-doc summarization, factual triangulation.
Long-form creative writing, stylistic prose, narrative drafting. Opt-in per user.
Not a chatbot toy. A serious workspace for knowledge work, with the features that stop showing up in every-other-AI's roadmap.
LookinGlass remembers what you tell it across every chat. Auto-extracts facts. You pin the ones that matter. Every new conversation starts already knowing you.
Group chats by client, topic, or domain. Each project has its own system prompt and reference docs. Drop a PDF in; every chat in that project sees it.
Word, Excel, PowerPoint, PDF — read, summarized, transformed. Backend uses LibreOffice headless so the layout doesn't get mangled. No screenshots required.
Ask a Bash-mode question. Close the app. Get pinged on your lock screen when all three models finish. Nobody else does this.
Dictate questions in any language. Voice mode reads answers back so you can multitask. Five personality presets pick the tone.
We don't train on your conversations. None of our model providers do either — we use API tiers that contractually exclude training. Delete it all in one tap.
Single sign-on, audit logs, IP allowlist, account deletion — at the Team tier. Things Claude Team and ChatGPT Team make you upgrade to Enterprise for.
Multi-tenant from day one. Each workspace gets its own SSO, brand color, welcome message, and default mode. Users can belong to many.
Zitadel-backed OIDC means anything that speaks OpenID Connect works — Okta, Microsoft, Google, custom. Not just the two SSOs everyone else supports.
Every action recorded server-side. Lock workspaces to corp-net IPs. Required by your security team, included at the Team tier.
Users can delete their account in two taps. Export all their data to JSON. GDPR-friendly without paying the GDPR-friendly premium.
Feature parity with both ChatGPT Team and Claude Team — and the one thing neither does: run them side-by-side.
| Feature | LookinGlass | ChatGPT Team | Claude Team |
|---|---|---|---|
| Multiple models in one chat | Only us | — | — |
| Synthesis across models | Only us | — | — |
| Memory across chats | ✓ | ✓ | — |
| Projects + system prompts | ✓ | ✓ | ✓ |
| Office 365 native ingestion | ✓ | ✓ | ✓ |
| Workspaces + multi-tenant | ✓ | ✓ | ✓ |
| SSO at Team tier | Any OIDC IdP | Google/MS | |
| Audit log at Team tier | ✓ | Enterprise only | Enterprise only |
| IP allowlist at Team tier | ✓ | Enterprise only | Enterprise only |
| Push when reply is ready | Only us | — | — |
| Account deletion + export | ✓ | ✓ | ✓ |
If yours isn't here, get in touch.