ResearchAI model intelligence hub
BenchGecko Research connects model rankings, benchmark evidence, API prices, compute constraints, and market attention in one readable view.
1,269 models279 providers160 benchmarks618 priced modelsUpdated Oct 21, 2026
Models with benchmark scores32%
Benchmarks with source links80%
Source links
128
benchmark records
Score coverage
32%
models benchmarked
Research paths
- Model evaluation entry points
- Benchmark and source discovery
- Compute and market context
Papers · notes · methods · benchmark sources · datasets · API access
BenchGecko publications
BenchGecko lists live methods, datasets, benchmark records, and research notes now. Formal papers will be published only after authorship, review, version dates, stable URLs, and citation text are in place.
Formal papers later · live methods and notes now
Reserved
Formal BenchGecko papers will need authorship, review, version dates, citation text, stable URLs, and downloadable files before publication.
Active
Research notes can track benchmark saturation, pricing compression, compute pressure, model movement, and mindshare shifts using live BenchGecko data.
Live
Public methodology, pricing, benchmark, compute, and API access pages are indexed in the searchable library above.
Models · Benchmarks · Pricing · Compute · Economy · Mindshare
405 scored models
Frontier and open model rankings built from normalized benchmark coverage, model metadata, provider mapping, and capability summaries.
160 tracked benchmarks
Coverage across coding · knowledge · agentic · reasoning and 7 more categories, with source links where available.
618 priced models
Input, output, cached, and access pricing normalized into comparison pages for builders choosing APIs.
AICDI 61 · high
Significant bottlenecks in AI compute supply chain. BenchGecko tracks chips, foundries, memory, systems, regions, energy, capex, and AI power pressure.
$283B capex tracked
Company pages, funding, valuation, revenue, capex, and infrastructure pressure around the AI economy.
Pulse 48 · rising
Daily attention around models, companies, agents, people and topics: Hacker News mentions, Wikipedia page views and GitHub stars, with weekly movement.
Models · benchmarks · pricing · compute · economy · mindshare
Research map
Use this page as the front door for BenchGecko research. Start with a model, benchmark, price, compute signal, company, or mindshare trend, then jump to the page with the numbers behind it.
Research paths
6
main areas
benchmarks
128
with sources
Freshness
Oct 21, 2026
models and prices
Jump from the research index into model, benchmark, provider, pricing, and methodology views.
Current BenchGecko rankings · top models by BenchGecko score (normalized across benchmarks)
Coverage readout
Models with benchmark scores32%
Models with price data49%
Benchmarks with source links80%
This view explains what supports the public rankings: what is measured, what is priced, what has source context, and where the gaps remain.
Source URLs attached to benchmark records where available
AI compute demand index · regional readiness · capex context · Updated Apr 14, 2026
How the research hub connects back to source pages
01
Models, providers, benchmarks, prices, compute, and mindshare records.
02
Map records into comparable model, provider, benchmark, and topic layers.
03
Expose rankings, coverage, pressure, and attention as separate signals.
04
Link each claim to the specific BenchGecko page that supports it.