Releases & Market Live dashboard
Latest AI Updates
Track model, API, pricing, feature, and deprecation updates from official and public sources.
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AI dashboards built from public data
Use this command center to compare model releases, pricing, benchmarks, open-weight models, research, developer trends, infrastructure, risk, and AI visibility signals.
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Core Model Dashboards
Start here for daily AI tracking: updates, release dates, pricing, capabilities, and open-weight model movement.
Releases & Market Live dashboard
Model Release Calendar
A chronological calendar of major AI model releases, product launches, and API availability changes.
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AI Pricing Comparison
Compare model input/output prices, context windows, cached input pricing, and official pricing links.
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Model Capability Matrix
Compare text, vision, audio, video, tool calling, JSON mode, reasoning, embeddings, and long-context support.
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Open-Weight Model Radar
Track open-weight models by license, parameters, downloads, likes, GitHub activity, and local use cases.
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Benchmark & Value Dashboards
Compare model quality, open-weight performance, value per dollar, deprecations, and provider reliability.
Performance & Quality Live dashboard
Frontier Leaderboard
Rank frontier models using public benchmark signals and human preference leaderboards.
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Open-Weight Leaderboard
Rank open models using public leaderboards, benchmark datasets, and model hub metrics.
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Intelligence Per Dollar
Find the best-value models by comparing quality signals against cost per 1M tokens.
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Model Deprecation Tracker
Track deprecated models, replacement models, migration notes, and risk levels.
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Provider Status
Monitor public status pages for AI API outages, incidents, and service interruptions.
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Research & Market Dashboards
Follow papers, repositories, product launches, package adoption, and AI news signals.
Research Live dashboard
AI Research Radar
Track new AI papers, citations, arXiv categories, Hugging Face papers, and related GitHub repos.
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GitHub AI Trends
Track fast-growing AI repositories, releases, stars, forks, issues, and topics.
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AI Tools Launch Tracker
Track new AI product launches and early adoption signals from public sources.
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Developer Adoption
Track adoption of AI SDKs, frameworks, packages, and infrastructure projects.
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AI News Signal
Monitor AI headlines, provider mentions, model mentions, and topic clusters.
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Infrastructure & Risk Dashboards
Track local-vs-cloud economics, token cost spreads, GPU availability, AI incidents, and adoption policy signals.
Cost & Efficiency Live dashboard
Local vs Cloud Cost
Compare local GPU ownership costs against cloud GPU rental and API token pricing.
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Token Margin Tracker
Estimate token markup by comparing raw hosting costs with public API token prices.
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GPU Availability
Track public GPU marketplace pricing and availability signals for AI workloads.
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AI Safety Incidents
Track AI incidents, harm categories, affected sectors, countries, and source reports.
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AI Policy & Adoption
Track adoption, investment, policy activity, and country-level AI indicators.
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Visibility & Behavior Dashboards
Log brand visibility, citations, sentiment, model behavior changes, and tool/provider compatibility.
Visibility & GEO Live dashboard
Share of Model
Track how often brands, apps, or websites appear in model answers using manual or public observation logs.
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AI Sentiment Map
Map how AI systems, news, and communities describe a topic or brand over time.
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Citation Source Tracker
Track domains and URLs cited by AI answer engines and AI search results.
Open dashboard Performance & Quality Live dashboard
Model Drift Monitor
Track output length, refusal rate, correctness, formatting quality, and tone across repeated prompts.
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Ecosystem Interoperability
Map which tools, frameworks, SDKs, and platforms support each model/provider.
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