Bench test · AI Search
Consensus vs OpenAI o1
Same rack, same rubric, four independent agents. Here's how they measure up — and which we'd pick.
| Consensus | OpenAI o1 | |
|---|---|---|
| consensus | score8.1/10 | score7.9/10 |
| agents won | 2 / 4 | 2 / 4 |
| from | Custom | Custom |
| free tier | no | no |
| category | AI Search | AI Search |
Agent panel — head to head
| Anthropic | 7.2 | 8.7 ▲ |
| OpenAI | 7.5 | 8.7 ▲ |
| Gemini | 9.0 ▲ | 8.5 |
| Grok | 8.5 ▲ | 5.5 |
Consensus
- ✓Saves time by synthesizing multiple papers automatically
- ✓Provides evidence-backed answers with transparent sources
- ✓Accessible summaries make research understandable to non-experts
- —Limited to peer-reviewed literature only
- —AI summaries may oversimplify complex findings
- —Requires subscription for premium features
AI extraction of key findings from research papersConsensus identification across multiple studiesPeer-reviewed source verificationCitation tracking and source linkingStudy methodology and sample size analysisPlain-language summaries of complex research
OpenAI o1
- ✓Excellent at complex reasoning and analysis
- ✓Provides transparent problem-solving process
- —Slower response time due to extended thinking
- —Higher computational cost than standard models
Extended thinking capability for complex reasoningMulti-step problem decompositionHigh accuracy on STEM and logic problemsDetailed step-by-step explanationsSuperior performance on benchmarks
Custom · no free tier
Try Consensus ▸Custom · no free tier
Try OpenAI o1 ▸Verdict
Consensus takes it — 8.1 to 7.9 (a photo finish).
The panel gave Consensus the edge on 2 of 4 agents. It's close enough that OpenAI o1 is a fair pick if it fits your workflow better.