Head to Head Featured Eval
Muse Spark 1.3 vs Gemini 3.8 Flash: Two Points and Three Cents
Meta and Google shipped budget-tier flagships on the same day. One scores higher and costs less per task. The other has a price cliff on its calendar.
Run the Eval is an independent AI & tech review desk. We put the tools through real tasks, compare them head to head, and tell you what's actually worth paying for. The eval decides, not the marketing.
The Latest Evals
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How-To
Meta Connect 2026: How to Get Your Business Inside Muse
Everybody's talking about the glasses. The real announcement was a new shelf, and 1,500 businesses got in line for it in one week. Here's how the doors work, which one is yours, and what to type tonight.
Comparison
Grok Bot vs Meta Muse: Which AI Employee Actually Secures the Bag?
One shows up with its own truck and a whole crew. The other already has the keys to your house. Here's which one gets your hours back, which one makes you money, and the exact words to type into each.
Comparison
Opus 5.5 vs Grok 4.7 vs MiMo V2.6: The 'Cheap' Model Cost Twice as Much
Three launches in 48 hours. The one with the lowest sticker price ran the biggest bill, the open-weights model matched it for a twentieth of the cost, and Opus finally got its comeback episode.
Verdict
Gemini 3.8 Flash Verdict: The Efficiency King Is Here
Google just dropped the most efficient agentic model on the market. It’s not about the benchmarks; it’s about the bill.
Explainer
Jev, Explained: The Classifier That's 200x Cheaper Than Your Chatbot
TypeSafe's Jev doesn't write a single word back. It just decides, fast and cheap, and that's exactly why it matters.
Explainer
Why the AI Bosses Suddenly Want to Slow Down
In one week, the people building the most powerful AI on earth started telling everyone to ease off the gas. Here's what actually happened, in plain English, and what's real versus what's hype.
How We Test
The name is the method. We don't read the press release — we run the eval.
Read the full methodology → 01 Two sources or it doesn't ship Every load-bearing claim gets verified against at least two independent sources before publication.
02 Dead links are fabrications Every citation is machine-checked. A URL that doesn't resolve is treated as a made-up source and cut.
03 The adversarial pass A second review tries to refute every article before it ships. What can't be confirmed gets held.
Run the Eval is an independent AI & tech desk founded and edited by Micah Berkley, The AI Mogul — an AI evangelist and solutions architect who has spent over a decade building with and teaching practical AI. We don't read you the press release — we run the eval and show the receipts. More about the desk →