Bench test · AI Search
Yandex vs DeepSeek
Same rack, same rubric, four independent agents. Here's how they measure up — and which we'd pick.
| Yandex | DeepSeek | |
|---|---|---|
| consensus | score6.8/10 | score7.1/10 |
| agents won | 1 / 4 | 3 / 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 | 8.0 ▲ |
| Gemini | 8.2 ▲ | 6.2 |
| Grok | 5.8 | 6.5 ▲ |
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
DeepSeek
- ✓Combines search with reasoning for comprehensive answers
- ✓Provides source citations for transparency
- ✓Strong performance on complex reasoning tasks
- —Limited market presence compared to competitors
- —Potential accuracy concerns in specialized domains
- —Less established track record than mainstream alternatives
Real-time web search integrationAdvanced reasoning and logic processingMulti-turn conversational dialogueSource citation and attributionComplex problem-solving capabilitiesNatural language understanding
Free · free tier
Try Yandex ▸Free · free tier
Try DeepSeek ▸Verdict
DeepSeek takes it — 7.1 to 6.8 (a photo finish).
The panel gave DeepSeek the edge on 3 of 4 agents. It's close enough that Yandex is a fair pick if it fits your workflow better.