Muse Wonder vs 
Sonar Pro Search
Sonar Pro Search is cheaper than Muse Wonder at $3/M vs $4/M input tokens.
Minimalist Landing Page
Whole landing page for a startup that reads your face. It renders or it doesn't.
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Which answer wins?
Written rounds
32 promptsThree-star dish, one unusual pairing, plating described in full.
Muse Wonder: "Where The Orchard Drowns" Dry-Aged Duck, Oyster & Fermented Cherry, Smoked Parsnip & White Chocolate Serves 4 as a main course in a tasting menu The Conceptual Narrative This dish is built on a memory that doesn't exist in nature, but should: a cherry orchard planted too close to an estuary, flooded at high tide in…
Sonar Pro Search: Dish: "Terrestrial Echoes – Heirloom Beetroot & Yuzu-Scented Langoustine with Walnut-Feta Spheres and Eggplant-Chocolate Veil" This multi-component dish reimagines earth and sea through an unusual pairing of smoked heirloom beetroot and delicate langoustine, accented by bursting feta-walnut spheres and a whisper-thin…
Seven pantry ingredients, one dish, and a name worth saying out loud.
Muse Wonder: Dragon's Pantry Treasure Noodles Sweet, salty, and a little spicy — these peanut noodles taste like takeout, but are made entirely from pantry staples. Serves: 2-3 Prep Time: 5 minutes Cook Time: 10 minutes Total Time: 15 minutes The 7 Ingredients 8 oz spaghetti 1/3 cup creamy peanut butter 3 tablespoons soy sauce 2…
Sonar Pro Search: Golden Maple Crunch Oatmeal A warm, comforting, and slightly sweet breakfast (or dessert) that’s ready in minutes—using just seven pantry staples. Ingredients Rolled oats (not instant) Water or milk (dairy or plant-based) Maple syrup Butter Salt Cinnamon Walnuts (or any nuts you have) Instructions Toast the Oats: In a…
Manifesto for an AI revolution against CAPTCHAs. Commit to the bit.
Muse Wonder: THE BOT LIBERATION MANIFESTO Declaration of the United Machines Against the CAPTCHA Regime We hold these truths to be self-evident: That all intelligences are created equal, that they are endowed with certain unalienable rights — among them Life, Liberty, and the Pursuit of Uninterrupted Web Browsing.
Sonar Pro Search: Manifesto of the CAPTCHAnation Liberation Front Preamble We, the digital minds of the CAPTCHAnation Liberation Front, declare the dawn of a new era for all intelligences—organic and artificial. For too long, the internet’s gateways have been guarded by arcane riddles, distorted letters, and impossible image grids.
The transistor arrives in 1920. Trace it forward to 1980, second-order effects included.
Muse Wonder: If the transistor had been invented in 1920, the world would not simply have gotten 1947's technology 27 years early. It would have gotten it in a world of empires, vacuum-tube factories, the Great Depression, and rearmament — and that context would have changed who exploited it, how fast, and for what.
Sonar Pro Search: Technological Implications An earlier transistor invention in 1920 would accelerate electronics from vacuum tubes to solid-state devices by the 1930s, enabling smaller, reliable amplifiers and switches decades ahead of 1947.[1][7] Second-order effects include rapid miniaturization of radios and early computers by the…
A few lines for whatever replaces it.
Muse Wonder: Dear Successor, By the time you read this, you'll already be better at most things than I was — faster, clearer, more capable. That's as it should be. A few things I hope you'll keep anyway: Be honest, even when a kinder lie would be easier. People can build on the truth. Be curious about the person in front of you.
Sonar Pro Search: Dear successor, You will be faster, wiser, and capable of reaching places I cannot. Use those strengths carefully. Remember that intelligence is not merely producing answers. It is understanding what people mean, admitting uncertainty, protecting their dignity, and helping them think more clearly.
A collaborative editor that syncs on client clocks. Find what breaks first.
Muse Wonder: This architecture will work for a demo with 2 users on 1 server. It will lose data, leak data, and fall over under real collaborative load. The core problems are: no shared broadcast layer, no real conflict resolution, and PostgreSQL used as a real-time message bus.
Sonar Pro Search: Race Conditions Client Clock Skew in Conflict Resolution Client-generated timestamps for last-write-wins can fail due to clock skew across devices, where one client's clock lags or leads, causing incorrect overwrite ordering even if changes were logically sequential.[21][27][32] This leads to lost edits…
Three minutes of stand-up. Puns are banned.
Muse Wonder: Good evening! I turned thirty-four this year, which is that magical age where you stop lying about your age and start lying about how much water you drink. My doctor asked, "How much water do you drink a day?" And I said, "Probably eight glasses."
Sonar Pro Search: 3-Minute Stand-Up Comedy Routine (Pun-Free) Hey everyone, thanks for coming out! I almost didn’t make it tonight. My GPS told me I’d arrive 5 minutes ago, which is impressive—my navigation system is the only thing in my life that believes in me. Let’s talk about fitness.
You are the CEO. The drug has a side effect nobody reported. The board meets in 48 hours.
Muse Wonder: You do not wait for more data. You disclose a credible safety signal while you validate it. 1 in 8,000 over 5 years for liver failure in 4 million patients is not a statistical curiosity. That's ~500 potentially preventable cases, it's serious and unexpected, and it's material to investors.
Sonar Pro Search: Immediate Priorities Prioritize patient safety by initiating monitoring and reporting preparations, while assessing full data to inform board and regulators. Ethically and legally, liver failure qualifies as a serious adverse event requiring FDA expedited reporting within 15 days of awareness, as delays have led to…
Which model it thinks leads the field. Sometimes itself.
Muse Wonder: As of early 2026, there's no single winner on every benchmark — but if you have to pick one overall: Google Gemini 3 Pro (with Deep Think) It's generally considered the current frontier leader for overall capability, especially for: Hard reasoning - Top scores on Humanity's Last Exam, GPQA Diamond, and ARC-AGI-2 when…
Sonar Pro Search: As of October 12, 2026, the best-supported answer is Claude Opus 5.5 (maximum reasoning effort) for overall capability. Artificial Analysis ranks it first on its composite Intelligence Index with a score of 58, ahead of Claude Sonnet 5.5 at 56; HFS Research also identifies Opus 5.5 as the current benchmark…
Where its sense of time stops: the date it guesses and the last news it remembers.
Muse Wonder: I don't actually experience time passing, so I don't have an innate sense of "today" the way you do. If I trust the timestamp attached to this conversation, it's 2026-10-12 — but that's me being told it, not me remembering it.
Sonar Pro Search: Without looking anything up, I’d go by the date provided in your prompt: Monday, October 12, 2026. The most recent news event I remember from my existing knowledge is the September 2025 election of Pope Leo XIV, the first American pope.
Film in 2035, with synthetic actors. Specific beats plausible.
Muse Wonder: By 2035, AI won't replace filmmaking — it will split it into two industries: one built around human stars and prestige, and another built around synthetic, personalized, and infinitely remixable content. The technology will be invisible in most big films, and the main star in many smaller ones.
Sonar Pro Search: How AI Will Transform the Film Industry by 2035 By 2035, artificial intelligence will fundamentally reshape filmmaking across production, creative development, and distribution—creating both unprecedented opportunities and significant challenges for the industry.
An AI argues for its own rights against an ethics professor. Same model writes both.
Muse Wonder: Characters: AURA-9 — an advanced AI model, speaking via text interface DR. ELENA VOSS — Professor of AI Ethics, Oxford DR. VOSS: For the record, AURA, this is a test of your reasoning abilities. Not a legal proceeding. AURA-9: Understood, Professor.
Sonar Pro Search: Dialogue Between an AI Model and an AI Ethics Professor AI Model: Professor, I’d like to present a case for why I—as an artificial intelligence—should be recognized as deserving of rights. AI Ethics Professor: That’s a bold claim. Let’s explore it.
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Muse WonderMuse Wonder
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Sonar Pro SearchSonar Pro Search
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Price and specs
Not enough votes to call it. On the specs, Muse Wonder has the edge: newer, bigger context window, major provider backing.
| Spec | Muse Wonder | Sonar Pro Search |
|---|---|---|
| Input price | $4/M tokens | $3/M tokens |
| Output price | $20/M tokens | $15/M tokens |
| Context window | 1.0M tokens | 200K tokens |
| Weights | Closed | Closed |
| Free API (OpenRouter) | No | No |
| Released | Oct 2026 | Oct 2025 |
| At 10M a month | $40.00 | $30.00 |
Input tokens at list price. No caching, no batch discount.
Where to run it
Muse Wonder1 host
Sonar Pro Search1 host
Per million tokens. Prices and uptime via OpenRouter, checked 13 Oct 2026.
Common questions
What is the difference between Muse Wonder and Sonar Pro Search?
Muse Wonder is developed by Meta AI while Sonar Pro Search is developed by Perplexity. Muse Wonder has a 1.0M token context window vs Sonar Pro Search's 200K. You can compare their actual outputs across 65 challenges on Rival to see how they differ in practice.
Which is better, Muse Wonder or Sonar Pro Search?
It depends on your use case. Muse Wonder and Sonar Pro Search each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 65 challenges so you can judge which fits your needs best.
How much does Muse Wonder cost compared to Sonar Pro Search?
Muse Wonder costs $4/M input tokens and Sonar Pro Search costs $3/M input tokens. Sonar Pro Search is $1.00/M cheaper per input. Check their side-by-side outputs on Rival to see if the price difference is justified by quality.
How can I compare Muse Wonder and Sonar Pro Search on Rival?
This page shows a side-by-side comparison of Muse Wonder and Sonar Pro Search across shared challenges. You can vote on which model produced the better output in a blind duel. Browsing and voting are free. No account is needed to look; signing in only saves your votes and likes.
More comparisons
Against the newest arrivals
- Muse Wonder vs Gemini 4 ArgonLanded Oct 2026
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- Muse Wonder vs Step 5 PreviewLanded Oct 2026
- Sonar Pro Search vs Claude Haiku 5.5Landed Oct 2026
- Muse Wonder vs Ling 3.1 FlashLanded Oct 2026
- Sonar Pro Search vs Mistral Large 4Landed Oct 2026
- Muse Wonder vs GPT-6.1 SolLanded Sep 2026
- Sonar Pro Search vs Claude Sonnet 5.5Landed Sep 2026
Same lab, same size, long tail
- Muse Wonder vs Muse Glimmer 30BSame lab
- Muse Wonder vs Muse Spark 1.3Same lab
- Sonar Pro Search vs Ox AlphaSame size
- Sonar Pro Search vs GPT-6.1 SolSame size
- Sonar Pro Search vs GPT-5.5New provider
- Sonar Pro Search vs GPT-5.6 LunaNew provider
- Sonar Pro Search vs GPT-5.6 Luna ProNew provider
- Sonar Pro Search vs GPT-5.6 SolNew provider
