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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Verdict
Meta-Harness Verdict: The Model Is a Commodity, the Harness Is the Moat
You’re obsessing over model weights while your scaffolding is leaking tokens. Stanford just proved that the code around the AI is where the real wins live.
Explainer
Meta Muse Is the AI Agent On-Ramp Entrepreneurs Needed
Meta's personal agent is free for most people, works while you sleep, and asks before it spends. Here's what X is saying, what it costs for real, what breaks, and where a one-person business should start.
Comparison
Claude Fable 5.1 vs GPT-6 Astra: Same Price, Different Bill
Anthropic and OpenAI landed flagships 48 hours apart at the identical $10/$50. The sticker matches. What you actually pay does not.
Verdict
Solana’s 2026 Disinflation Vote: The AI Agent Verdict
The 'Double Disinflation' proposal passed by a literal hair. Here is why the machine economy just picked its favorite home.
Comparison
OpenClaw vs. Hermes: Why Open-Source AI Agents Are Hard Work
OpenClaw offers total control for the SRE crowd, but for everyone else, the 'hackability' might just be a massive security tax.
How-To
How to Use Claude Code Hooks
Stop retyping the same instruction every session. Hooks turn 'please run the formatter' into a rule the tool can't forget — four steps, straight from the docs.
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 →