Planetarium vs Simile
Choose Planetarium for self-serve tests of creative, messages and websites at a published price. Choose Simile for enterprise simulations of individuals with a confidence label on each result.
By the Planetarium team · We publish this page and sell in this category
Key takeaways
- Planetarium: half of studies in about 34 seconds. Simile: not published (their Itaú case went from 5 weeks to 4 days).
- Planetarium starts at $99 a month, first test free. Simile publishes no price.
- Simile reports matched people's answers 85% as well as people matched their own when asked again, from an academic paper by its founders. Planetarium was right 87 times in 100 when it names a winner (575 of 660). Different tests, so not one ranking.
What is Simile?
A foundation model of human behavior that simulates how customers, employees or populations respond to change. It is built for enterprises in consumer, finance, travel, media, health and telecoms.
Populations that start from real people, trained on daily studies, purchase data and AI-led voice interviews; a second model labels each result's confidence.
How do Planetarium and Simile compare?
Row by row, from each company’s own pages. Where one publishes nothing on a point, the row says so.
What it does
Planetarium
Test ads, messages, surveys and live websites on audiences built from real people observed online; their answers are simulated.Simile
A foundation model of human behavior that simulates how customers, employees or populations respond to change.Built for
Planetarium
Agencies, brand and marketing teams, research and insights, product and growth teamsSimile
Enterprises in consumer, finance, travel, media, health and telecomsWhere the audiences come from
Planetarium
Audiences built from people observed on social platforms, grouped by what they engage with; their answers are simulatedSimile
Populations that start from real people, trained on daily studies, purchase data and AI-led voice interviews; a second model labels each result's confidenceHow you buy
Planetarium
Self-serve by card: Starter $99, Pro $399, Growth $999 a month. First test free.Simile
No price on the site.Time to a result
Planetarium
Half of studies in about 34 secondsSimile
Not published (their Itaú case went from 5 weeks to 4 days)Published accuracy
Planetarium
Right 87 times in 100 when it names a winner (575 of 660)own test1,500 published news-headline A/B tests (Upworthy, 2013 to 2015), held out and scored once (October 2026). It named a winner on 660 and called the other 840 too close. Headlines onlySimile
Matched people's answers 85% as well as people matched their own when asked againacademic paperA 2024 Stanford study of 1,000 people; the company also reports over 7,000 evaluations and a per-result confidence labelAPI
Planetarium
API, plus MCP for AI agents, on Growth and EnterpriseSimile
Not describedRun it yourself
Planetarium
YesSimile
Not describedReal people take part
Planetarium
No, simulated answersSimile
No, simulated answers
From Simile's own pages, listed under Sources, and ours. Read October 27, 2026.
How accurate is Simile?
Matched people's answers 85% as well as people matched their own when asked again. The figure comes from an academic paper by its founders: a 2024 Stanford study of 1,000 people; the company also reports over 7,000 evaluations and a per-result confidence label.
Planetarium was right 87 times in 100 when it names a winner (575 of 660), on 1,500 published news-headline A/B tests (Upworthy, 2013 to 2015), held out and scored once (October 2026). It named a winner on 660 and called the other 840 too close. Headlines only. The full record is on the accuracy page.
When is Simile the better choice?
- You need a simulation of individuals, and a confidence label on each result.
- You are rehearsing an earnings call, a policy change or a litigation outcome.
- You want a custom model trained on your own data.
When should you choose Planetarium?
- You want to test creative, messages, surveys or a website yourself, today.
- You want a published price and your first test free.
- You want an API or MCP for your own tools (Growth plan, $999 a month).
How much does Simile cost?
No price on the site.
Planetarium is self-serve by card: Starter $99, Pro $399, Growth $999 a month. First test free. See pricing.
How was this page made?
We publish this page and sell in this category. Every claim about another company comes from that company’s own public pages, or a paper or partner report it cites, read on October 27, 2026, and each is listed below. Where a company publishes nothing on a point, the page says so; that does not mean it cannot do it.
Each company measures accuracy its own way, on its own tests, so the figures are shown side by side but never ranked as one league table. We did not trial the other products. Our own figures are the ones on our pricing and accuracy pages. Something out of date? Tell us through the contact page and we will correct it.
Frequently asked questions
Why not just ask a general AI model?
How can Planetarium show a price from $99 when most here do not?
Can these accuracy figures be compared with each other?
Should synthetic research replace real people?
Sources
- Simile, Homepage (opens in a new tab). Read October 27, 2026.
- Simile, The simulation company (opens in a new tab) (February 12, 2026). Read October 27, 2026.
- Simile, Confidence (opens in a new tab) (August 25, 2026). Read October 27, 2026.
- Simile, Itaú at ESOMAR (opens in a new tab) (September 11, 2026). Read October 27, 2026.
- Park et al., Generative agent simulations of 1,000 people (opens in a new tab) (November 2024). Read October 27, 2026.