Fight Club
You asked a model something last week and it answered in a tidy, confident paragraph. You had no way to check it. There was nothing to hold it against, so you took it, and you've been taking them ever since.
Ask two models the same question and watch where they come apart. They'll agree on the easy parts. They'll split on exactly the part you needed help with, because that's the part where the evidence is genuinely thin, and now you can see it. Give them a few rounds to argue and each one goes after the weakest thing the other said. You end up reading the case against your question, which is the thing no single model will ever hand you.
A model's confidence has nothing to do with whether it's right. It's the same tone every time, tuned by people who rated fluent answers highly, and it reads identically whether the model is quoting a fact or guessing. Two of them arguing is the cheapest instrument you have for telling those apart.
We use Fight Club ourselves to pick which models to support in our own products. Same questions, same rounds, the full transcript in front of us before we commit to a vendor.
Model comparison
Input and output price per million tokens for 5 frontier models, straight from our provider registry.
Built for people who don't trust one model
Bring your own keys, pick your fighters, set the budget and watch the rounds stream.
Encrypted vault
Your API keys are encrypted per-user with AES-256-GCM, under a key derived from your vault password with scrypt. We never see or store that password, so there is no recovery path. Keys are decrypted only in memory while your vault is unlocked, never written to disk in plaintext.
19 providers
OpenAI, Anthropic, Google, Mistral, Groq, Fireworks, Together, Cerebras, OpenRouter and 10 more. One UI, every model.
6 fight modes
1v1, refereed 1v1, free-for-all, chain, panel, tournament. Pick the structure that surfaces the disagreement you care about.
Public fight feed
Fights are private by default. Flip one to public and it lands on the feed with the full transcript. The models, in their own words.
Read first, fight when you're ready
The public feed is open. An account is only for running your own.
Browse and read
- · Browse every public fight on the feed
- · Read full transcripts of how the models disagreed
- · See how the community scored each fight
- · See which models people picked and why
Start your own
- · Pit any two (or six) frontier models against each other
- · Use your own API keys or pooled credits
- · Get an AI-generated summary when the fight ends
- · Author a report with your own analysis, export as PDF
How it works
Configure
Pick the models, the fight mode, the topic and how many rounds. Set a budget cap.
Fight
Watch responses stream live, round by round. Each model gets the full transcript so far.
Analyze
Read the full transcript. Score it or vote it up on the public feed.
Six fight modes
Different questions need different structures. Pick the one that surfaces the disagreement.
1v1
Two models debate head-to-head on a topic
Referee
1v1, with a third model stopping to score every second round
Free-for-all
2 to 12 models, no turn order, all replies parallel
Chain
Model A's answer becomes Model B's prompt, passed down a chain
Tournament
Bracket elimination. After each match a judge model reads the transcript and picks who advances
Panel
One model presents its case, the rest attack it, then it answers them
Questions we get asked
Do I need an account to read fights?
No, not to read. The public feed is open and you can read any transcript without an account. Voting and running your own fights need one.
What does it cost to run a fight?
Most fights cost between fifty cents and five dollars. Frontier models on both sides and a long topic land closer to five. A budget model with three rounds is under a dollar. Each model shows its input/output price per million tokens as you pick fighters, and a budget cap hard-stops the fight before it spends past what you set. A platform ceiling of 100 rounds, $50 and one hour caps every fight regardless of your settings.
Can I keep my fight private?
Yes. Default is private. Flip the public flag when you want it on the feed. Public is the path to people scoring and voting on your fights, but it's never automatic.
What models can I use?
19 providers, every frontier model. Mix providers within one fight. Running gpt-5.4 against claude-opus-4-6-latest and gemini-2.5-pro is a normal setup. Bring your own API keys or use pooled credits.
Ready to start a fight?
Free to read, free to start. Bring your own API keys and you pay your provider directly, we take nothing. Use pooled credits and you pay list price plus our margin, shown per model before you pick it.