Independent intelligence, continuously scored
Tell us the problem you're solving. We'll rank the tools that actually fit, with the reasons, the trade-offs and the catch. No vendor pays to move a score.
Verdict: Fin leads for this, then Sierra and Decagon, each with its score, fit and the catch.
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Evidence-scored
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01 / Intelligence
Gemini 3.5 Pro debuts as Google's new flagship, timed to the opening of Shanghai's 2026 World Artificial Intelligence Conference. Expect renewed benchmark and price competition at the top of the model market — re-check your model mix if you standardized months ago.
OpenAI bought German startup Ona — formerly Gitpod — to give Codex persistent cloud-based agents, as Codex passes 5M weekly users. The coding-assistant race keeps consolidating around cloud agents; teams on Copilot, Cursor or Claude Code should watch Codex's enterprise push.
OpenAI replaced the GPT-4o-era model behind ChatGPT voice mode with GPT-Live, dropping the old 2024 knowledge cutoff. Better real-time voice quality raises the bar for conversational and phone-agent experiences buyers benchmark against.
02 / The signal
03 / New & noteworthy
The freshest tools we're tracking. Some are already scored; the newest carry a “not yet scored” badge until there's enough evidence to rate them with conviction.
04 / Explore
Live intelligence
Fresh signals land at 8 AM. Scores follow the evidence.
Open the Now feed05 / Transparent
Six scientific pillars. Fixed weights. Evidence behind every ranking. No vendor payments ever.
Read the methodology
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