The Aggregate
Ranks large language models from many benchmarks into one daily leaderboard, with task-level analysis and custom saved rankings.
≈ 1visits/mo
Little sign of use · estimate, read 2026-10-12
- For
- People choosing which large language model to use for a particular task
- Price
- Price not read
- Activity
- Activity not read yet
- Company
- Domain since 2026domain registered
- compare language model rankings across benchmarks
- explore which models suit a specific task
- save custom model rankings to a personal workspace
- Domain since2026domain registered
- MCP serverai.theaggregate/the-aggregateverified in the MCP registry
- Stateanswers, 8 toolschecked 2026-10-13
- Address to connecttheaggregate.ai/mcp
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
Figure and bar: visits/mo, estimate · year: online since
- #1
OpenRouter
Routes API requests to 500 language models across 80 providers through a unified interface.
224kActiveFrom $5.50/mo2023 - #2
WhatLLM.org
Ranks and compares language models by quality benchmarks, pricing, and speed across providers.
2.5kActiveFree - #3
Ollama LLM Throughput Benchmark
Benchmarks language model throughput across different hardware and configurations.
141ActiveOpen source - #4
AiverseWorld
Discovers, compares, and evaluates AI tools with prompt utilities and cost calculators.
109ActiveFrom $7/mo - #5
AI Stats
Routes requests across AI model providers through a unified OpenAI-compatible API gateway.
97ActiveFrom $1 per use - #6
gpu.fund
Compares live GPU rental prices across cloud providers and tracks price changes over time.
54ActiveFree
What is The Aggregate?
Ranks large language models from many benchmarks into one daily leaderboard, with task-level analysis and custom saved rankings. It is listed in the Atlas under LLM operations.
Who is The Aggregate for?
People choosing which large language model to use for a particular task
Do people use The Aggregate?
Little sign of use: ≈ 1 visits/mo · estimate, 2026-10.
What are alternatives to The Aggregate?
In LLM operations, by use: OpenRouter, WhatLLM.org, Ollama LLM Throughput Benchmark, AiverseWorld, AI Stats, gpu.fund.
Not quite it? Describe the job
betaFive tools from the Atlas that fit it, each judged against what you wrote.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.