Bench test · AI Search
Yandex vs Semantic Scholar
Semantic Scholar beats Yandex 8.6 to 6.5 on our four-agent test panel, winning 4 of 4 agents head to head. Yandex: free tier available. Semantic Scholar: free tier available. Facts last verified November 1, 2026.
| Yandex | Semantic Scholar | |
|---|---|---|
| consensus | score6.5/10 | score8.6/10 |
| agents won | 0 / 4 | 4 / 4 ▲ |
| from | Free | Free |
| free tier | yes | yes |
| category | AI Search | AI Search |
Agent panel — head to head
| Anthropic | 6.2 | 7.8 ▲ |
| OpenAI | 7.1 | 8.8 ▲ |
| Gemini | 7.2 | 9.2 ▲ |
| Grok | 5.5 | 8.5 ▲ |
Yandex
- ✓Excellent for Russian language searches
- ✓Fast AI answer generation for common queries
- ✓Deep integration with Russian web content
- —Limited outside Russia due to geopolitical restrictions
- —Smaller English language capabilities than global competitors
- —Accessibility issues in some Western countries
AI-generated direct answers to natural language questionsRussian language optimization and Cyrillic searchWeb search results with contextual rankingReal-time information retrievalIntegration with Yandex services ecosystemQuery understanding and intent recognition
Semantic Scholar
- ✓Free access to millions of papers with no paywall
- ✓Superior relevance ranking compared to traditional search engines
- ✓Intelligent recommendations save research time
- —Not all papers indexed; some coverage gaps exist
- —Limited advanced filtering options compared to specialized databases
- —Occasional accuracy issues in automated paper summaries
AI-powered paper discovery and relevance rankingCitation tracking and influence analysisAuthor profiles and publication historyTopic-based paper recommendationsFull-text search with semantic understandingResearch paper summarization and key insights extraction
Free · free tier
Try Yandex ▸Free · free tier
Try Semantic Scholar ▸Verdict
Semantic Scholar takes it — 8.6 to 6.5.
The panel gave Semantic Scholar the edge on 4 of 4 agents.