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Comparisons, Evals & Alternatives

The Comparisons, Evals & Alternatives category focuses on evaluating and contrasting different AI models, tools, and methods. This category provides objective assessments, benchmarking results, and side-by-side comparisons to help users understand strengths, weaknesses, and ideal use cases. Explore alternatives to popular solutions, learn about evaluation metrics, and make informed decisions by reviewing comprehensive analyses tailored for both technical and non-technical audiences.

Cover of the You.com whitepaper titled "How We Evaluate AI Search for the Agentic Era," with the text "Exclusive Ungated Sneak Peek" on a blue background.
Comparisons, Evals & Alternatives

How to Evaluate AI Search in the Agentic Era: A Sneak Peek 

Zairah Mustahsan, Staff Data Scientist

January 8, 2026

Blog

Chart showing variance components and ICC convergence for GPT-5 on FRAMES benchmarks, analyzing trials per question and number of questions for reliability.
Comparisons, Evals & Alternatives

Randomness in AI Benchmarks: What Makes an Eval Trustworthy?

Zairah Mustahsan, Staff Data Scientist

December 18, 2025

Blog

Blue book cover titled "How We Evaluate AI Search for the Agentic Era" by You.com, featuring abstract geometric shapes and a gradient blue background.
Comparisons, Evals & Alternatives

[DOWNLOAD] How We Evaluate AI Search for the Agentic Era

Zairah Mustahsan, Staff Data Scientist

December 18, 2025

Guides

A magnifying glass hovers over a search bar on a purple background, revealing red and white alphanumeric code, symbolizing data analysis or search.
Comparisons, Evals & Alternatives

AI Search vs. Google: Key Differences & Benefits

You.com Team, AI Experts

December 5, 2025

Blog

Comparison image featuring two logos: a purple geometric shape on the left and a blue circular design on the right, separated by 'vs.' text.
Comparisons, Evals & Alternatives

You.com vs. Glean: A Guide for Orgs Exploring Glean Alternatives 

Justin Fink, VP of Marketing

December 2, 2025

Blog

Comparisons, Evals & Alternatives

2025 API Benchmark Report

Zairah Mustahsan, Staff Data Scientist

November 18, 2025

Guides

Comparisons, Evals & Alternatives

You.com vs. Microsoft Copilot: How They Compare for Enterprise Teams

You.com Team, AI Experts

September 10, 2025

Blog

Comparisons, Evals & Alternatives

You.com vs OpenAI: Which Platform is the Best AI for Enterprise

You.com Team, AI Experts

September 10, 2025

Blog