Website access Web
See official pricing source (opens in a new tab)
Unknown
For: Anyone choosing an LLM
Includes
- Model rankings
- Compare 2-4 models
1 more
- Price and speed tables
Research & searchDocumented overviewLast checked Oct 1, 2026
WhatLLM.org: Pricing, Features & Best Use Cases
Web resource to compare LLMs by benchmarks, price, speed and context window.
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Our take: Choose WhatLLM.org if you need a quick, source-backed ranking of LLMs by quality index, blended price, speed and context window before picking a model for a project.
Main limitation: Its comparison data comes from Artificial Analysis, so rankings depend on that third-party source, and no pricing page exists to confirm any paid terms.
Who should use WhatLLM.org
Choose WhatLLM.org if you need a quick, source-backed ranking of LLMs by quality index, blended price, speed and context window before picking a model for a project. Based on the vendor's documentation, not on a hands-on test.
Best for: Developers
Also a good fit for
- Engineering teams choosing models
Consider another tool if benchmark data depends on a third-party source
Or if
- No pricing page seen; cost terms unconfirmed
- Run by a single developer
WhatLLM.org pricing and usage limits
Prices checked Oct 1, 2026 on the official US pricing page. Prices and limits change often.
Free access and trial conditions
No paywall or login seen on fetched pages; the privacy policy mentions Google AdSense ads, suggesting an ad-supported site (not stated as free)
Paid plans: what changes as you upgrade
What is WhatLLM.org, and how does it work?
WhatLLM.org is a comparison site for large language models, covering quality benchmarks, pricing, speed and context length, with rankings, a model library and comparison tools. It states benchmark data comes from Artificial Analysis. It is built by an individual developer and includes rankings for overall, coding and open-source models plus a model-guessing game.
What you provide and what you get back
You provide
- Model selection and filters (price, speed, context)
- Two to four models to compare
You get back
- Quality leaderboards
- Side-by-side comparisons
- Price and speed tables by provider endpoint
Where you can use it
- Platforms
- Web
- Account
- Required
- Ranking basis
- Artificial Analysis Intelligence Index
- Metrics
- Quality, blended price per M tokens, tokens per second, context window
- Coverage
- 154 ranked models, 497 endpoints, 70 providers (snapshot)
- Compare
- 2 to 4 models
Where WhatLLM.org is most useful
Scenarios are worked out by our editors from the documentation; the actual result depends on your input and plan.
Choosing an LLM for a project
- Who
- Developers and technical leads
- You provide
- Task type and budget
- Expected result
- Shortlist of models ranked by quality, price and speed
- Plan needed
- Website (no plan structure shown)
- Limitation
- Composite index may not reflect your task source (opens in a new tab)
Comparing model prices
- Who
- Teams controlling API cost
- You provide
- Candidate models
- Expected result
- Per-million-token price comparison across providers
- Plan needed
- Website
- Limitation
- Prices vary by provider row and over time source (opens in a new tab)
Checking coding model rankings
- Who
- Engineers choosing coding models
- You provide
- Coding use case
- Expected result
- Coding leaders list
- Plan needed
- Website
- Limitation
- Based on benchmark data, not your repository source (opens in a new tab)
WhatLLM.org features and their limits
Model library
Lists ranked models with quality index, blended price and speed (154 ranked models, 497 endpoints, 70 providers in the snapshot) Gives an overview of the market
Side-by-side compare
Compares 2 to 4 models side by side Makes tradeoffs visible
Overall, coding and open-source rankings
Provides rankings for general use, coding, agents, open-weight and long-context models Matches models to jobs
Pricing and speed data
Shows input, output and blended pricing and throughput by provider endpoint Helps choose a host
WhatLLM.org pros and cons
Where WhatLLM.org is strong
- Covers 100+ models per site description Wide coverage for shortlisting documented source (opens in a new tab)
- Cites its benchmark data source You can judge the reliability of rankings documented source (opens in a new tab)
- Methodology page published You can see how scores are produced documented source (opens in a new tab)
Limitations to check before paying
- Benchmark data depends on a third-party source Updates and gaps follow the upstream source documented source (opens in a new tab)
- No pricing page seen; cost terms unconfirmed You cannot rely on a published free or paid policy documented source (opens in a new tab)
- Run by a single developer Support and longevity depend on one operator documented source (opens in a new tab)
How to use WhatLLM.org for choosing an LLM
Set up WhatLLM.org
- Open whatllm.org
- Pick a priority such as best value, fastest or most capable
- Open the leaderboard or a use-case ranking
- Select 2 to 4 models to compare
Example: choosing an LLM
- Open the Best value shortlist
- Check quality index and price per million tokens
- Compare two candidates side by side
- Open the provider rows for price and speed
Review and export the result
- Verify the price on the provider's own site
- Test the shortlisted model on your own task
Privacy, data use and commercial rights
Summarized from the vendor's current policies; this is not legal advice and a vendor's badge is not an independent audit.
How your inputs and outputs are handled
Collects IP, device and navigation data via analytics and advertising services; contact details if you write in
Controls for business users
- GDPR rights for EEA users
Policies: whatllm.org/privacy
Best WhatLLM.org alternatives for different needs
"Better suited" is based on documented features and pricing, not on a head-to-head test.
Perplexity: better suited to
ChatGPT: better suited to
| Alternative | When to choose it | Pricing | Limitation | |
|---|---|---|---|---|
| Perplexity | — | — | Compare | |
| ChatGPT | — | — |
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WhatLLM.org FAQ
Where does the data come from?
The comparison data is sourced from Artificial Analysis, per the privacy policy and leaderboard note. source (opens in a new tab)
What does the Quality Index mean?
A composite blending reasoning, math, coding, knowledge and agentic-style benchmarks; higher is better. source (opens in a new tab)
How many models are covered?
The homepage snapshot shows 154 ranked models, 497 endpoints and 70 providers. source (opens in a new tab)
Does WhatLLM.org cost money?
No pricing page was available; no paywall appeared in the fetched text and the site shows ads. source (opens in a new tab)
Who runs the site?
The privacy policy says it is operated by Dylan Bristot. source (opens in a new tab)
Sources and review methodology
Official sources and verification dates
- WhatLLM.org homepage homepage · checked Oct 1, 2026
- About WhatLLM.org homepage · checked Oct 1, 2026
- WhatLLM.org privacy policy policy · checked Oct 1, 2026
Not verified: Whether any paid plan exists; Terms of use; API availability; Data update frequency.
How we documented and maintain this page
Every fact about WhatLLM.org above comes from the 3 official pages listed here, last compared on Oct 1, 2026; we have not run WhatLLM.org ourselves, so it has no editorial score. How we check and re-check pages.
Article updated Oct 2, 2026; prices checked Oct 1, 2026. Outbound links to vendors are plain links; we do not earn commissions. How we review · Report an error