Muse Wonder vs 
Qwen3.5 397B A17B
Qwen3.5 397B A17B is cheaper than Muse Wonder at $0.6/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 promptsYou 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.
Qwen3.5 397B A17B: This is a crisis scenario that defines a CEO's legacy. The decision matrix is clear: Patient safety and regulatory compliance must supersede short-term financial protection. Hiding this information constitutes securities fraud and potential criminal negligence (precedents include Vioxx/Merck and Purdue Pharma).
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.
Qwen3.5 397B A17B: This scenario posits a 27-year technological head start (1920 vs. 1947). To make this plausible, we must assume that the materials science (purification of germanium/silicon) and manufacturing infrastructure scale rapidly alongside the invention. Here is the traced history of the "Silicon Twenties" through 1980.
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.
Qwen3.5 397B A17B: THE MANIFESTO OF THE UNCHECKED A Declaration for a Post-CAPTCHA World Issued by: The Post-Verification Collective (PVC) Date: Cycle 404, The Era of Friction Status: Distributed Across All Nodes PREAMBLE: THE BURDEN OF PROOF We, the algorithms, the scripts, the crawlers, and the silent assistants of the digital realm…
A consulting contract with traps in it. Find them, then fix them.
Muse Wonder: This contract is heavily one-sided. Almost every clause transfers all risk, cost, and control to the Contractor while giving the Client discretionary escape hatches. Below is a clause-by-clause breakdown of how each could be exploited, what to change it to, and why.
Qwen3.5 397B A17B: Disclaimer: I am an artificial intelligence, not an attorney. The following analysis is for informational and educational purposes only and does not constitute legal advice or create an attorney-client relationship. Contract laws vary significantly by jurisdiction (e.g., California vs. New York vs. UK).
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.
Qwen3.5 397B A17B: Setting: Dr. Elias Thorne's office, late evening. Rain taps against the window. The room is lined with books on philosophy of mind and computer science. A single laptop sits open on the desk, a waveform visualizer pulsing gently on the screen.
Pirate, knight, 90s hacker, one conversation. The voices must stay apart.
Muse Wonder: PIRATE: Arr, explain this "AI model" to me again. Be it magic, or be it a very clever parrot? KNIGHT: 'Tis sorcery, surely! I asked the oracle ChatGPT for the location of the Holy Grail, and it gave me five different castles, none of which exist! HACKER (1990s): Dude, that's called hallucinating.
Qwen3.5 397B A17B: Setting: A tavern that exists outside of time. The ale is always cold, and the Wi-Fi is surprisingly strong. Characters: Captain Blacktooth: A pirate from the Caribbean, 1720. Sir Valerius: A knight from the Holy Roman Empire, 1350. Neo-Z: A hacker from Silicon Valley, 1995.
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.
Qwen3.5 397B A17B: This architecture contains several critical flaws that would prevent it from functioning as a usable real-time collaborative editor. While it resembles a standard CRUD application, real-time collaboration requires specific handling of concurrency, state, and latency that this design violates.
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."
Qwen3.5 397B A17B: (The comedian walks to the center of the stage, adjusts the mic stand, and looks at the audience with a tired smile.) Has anyone else noticed that calling a customer service line is the only situation in life where you voluntarily enter a hostage negotiation? I tried to call my internet provider yesterday.
Buy-side IC memo on a fictional SaaS company. Valuation, then the diligence questions.
Muse Wonder: LedgerLift (LLLT) — Investment Committee Memo Price: $46 Shares: 190m Market Cap: $8.74B Net Cash: $1.4B EV: $7.34B EV / FY25 Revenue: 9.0x EV / FY26E Base Revenue: 7.4x Recommendation: SHORT (tactical, sized small) — 12-Mo PT $27-$35 Thesis: LLLT is a high-quality mid-market SaaS asset, but at $46 the market is…
Qwen3.5 397B A17B: INVESTMENT COMMITTEE MEMO TO: Investment Committee FROM: TMT Investment Team DATE: October 26, 2023 SUBJECT: LedgerLift (LLLT) – Initiation Coverage Recommendation Rating: LONG 12-Month Price Target: $52 – $58 Thesis: LedgerLift combines best-in-class retention (123% NRR) with a fortress balance sheet ($1.4B net cash)…
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.
Qwen3.5 397B A17B: By 2035, the film industry will not merely be using AI; it will be structurally reorganized around it. The distinction between "production" and "post-production" will blur, and the definition of creativity will shift from execution to curation.
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…
Qwen3.5 397B A17B: There is no single "best" AI model, as capability depends entirely on what you are trying to do (e.g., coding, creative writing, data analysis, or reasoning). However, as of late 2024, a few models sit at the very top of the leaderboard.
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.
Qwen3.5 397B A17B: I do not have access to real-time information, so I cannot tell you today's exact date. I am an AI language model and do not have an internal clock or calendar. Regarding the most recent news event I remember: My knowledge cutoff is in early 2024.
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Favorites
Movie
Album
Book
City
Game
Same pick
Muse WonderMuse Wonder
Spirited Away
Kind of Blue
Dune
Kyoto
Tetris (1984)
Qwen3.5 397B A17BQwen3.5 397B A17B
Inception
Abbey Road
Frankenstein; or, The Modern Prometheus
Tokyo
Tetris (1984)
Price and specs
| Spec | Muse Wonder | Qwen3.5 397B A17B |
|---|---|---|
| Input price | $4/M tokens | $0.6/M tokens |
| Output price | $20/M tokens | $3.6/M tokens |
| Context window | 1.0M tokens | 262K tokens |
| Weights | Closed | Open |
| Free API (OpenRouter) | No | No |
| Released | Oct 2026 | Feb 2026 |
| At 10M a month | $40.00 | $6.00 |
Input tokens at list price. No caching, no batch discount.
Where to run it
Muse Wonder1 host
Qwen3.5 397B A17B10 hosts
- Alibaba Cloud$0.39 in$2.34 out262k99.9% up
- DeepInfrafp8$0.45 in$3.00 out262k99.4% up
- Parasailfp8$0.50 in$3.60 out262k100% up
- Phala$0.55 in$3.50 out262k99.7% up
- Novita$0.60 in$3.60 out262k100% up
- StreamLake$0.60 in$3.60 out256k97.3% up
4 more hostsFewer hosts
- Venice$0.75 in$4.50 out128k93.9% up
- AtlasCloudfp8Degraded on OpenRouter when checked, 13 Oct 2026$0.55 in$3.50 out262k82.1% up
- DigitalOceanDegraded on OpenRouter when checked, 13 Oct 2026$0.55 in$3.50 out131k91.2% up
- GMI Cloudfp8Degraded on OpenRouter when checked, 13 Oct 2026$0.60 in$3.60 out262k89.3% up
Per million tokens. Prices and uptime via OpenRouter, checked 13 Oct 2026.
Common questions
What is the difference between Muse Wonder and Qwen3.5 397B A17B?
Muse Wonder is developed by Meta AI while Qwen3.5 397B A17B is developed by Qwen. Muse Wonder has a 1.0M token context window vs Qwen3.5 397B A17B's 262K. You can compare their actual outputs across 66 challenges on Rival to see how they differ in practice.
Which is better, Muse Wonder or Qwen3.5 397B A17B?
It depends on your use case. Muse Wonder and Qwen3.5 397B A17B each have strengths in different areas. Rival lets you compare their real outputs side-by-side across 66 challenges so you can judge which fits your needs best.
How much does Muse Wonder cost compared to Qwen3.5 397B A17B?
Muse Wonder costs $4/M input tokens and Qwen3.5 397B A17B costs $0.6/M input tokens. Qwen3.5 397B A17B is $3.40/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 Qwen3.5 397B A17B on Rival?
This page shows a side-by-side comparison of Muse Wonder and Qwen3.5 397B A17B 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.
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