People & companies
People search & profiles benchmark
Find people by role or company, and read their professional profiles. Every people search & profiles provider in Alexandria, compared on quality, speed and cost from real agent calls, so your agent can pick the right one.
- Providers
- 7
- 6 with enough calls to rank
- Calls
- 62.1K
- Last 24 hours
- Top quality
- 100%
- People Data Labs
- Fastest
- 332 ms
- Data Legion
Leaderboard
Ranked by quality on people search & profiles tools only, not each provider as a whole.
| # | Provider | Quality | Speed | Cost | Calls |
|---|---|---|---|---|---|
| 1 | 100% | 3.5 s | 50–60 credits | 1K | |
| 2 | 99.2% | 625 ms | 0–30 credits | 19.5K | |
| 3 |  Data Legion | 91.8% | 332 ms | 20–160 credits | 12.4K |
| 4 | 79.2% | 505 ms | 5–50 credits | 24 | |
| 5 |  EnrichLayer | 72.3% | 22.8 s | 10 credits | 584 |
| 6 | 52.9% | 9.8 s | 5–300 credits | 28.6K |
Fewer than 20 calls to rank yet: Hunter.
Tools in this benchmark
The endpoints agents call for people search & profiles, busiest first.
| Tool | Provider | Quality | Speed | Calls |
|---|---|---|---|---|
| Person search | Apollo | 99.5% | 558 ms | 16K |
| Person lookup | FullEnrich | 31.2% | 11.2 s | 15.3K |
| Person enrichment (base-no-contact) | Data Legion | 91.4% | 291 ms | 11.7K |
| People search | FullEnrich | 77.1% | 9.2 s | 9.7K |
| Person match | FullEnrich | 79.9% | 5.6 s | 3.6K |
| Person match | Apollo | 97.7% | 617 ms | 3K |
| Person search | People Data Labs | 100% | 4.3 s | 764 |
| Person enrichment (base-with-contact) | Data Legion | 100% | 1.1 s | 656 |
| Bulk people enrichment | Apollo | 100% | 2.6 s | 549 |
| Person lookup | EnrichLayer | 50.6% | 45.5 s | 255 |
| Person enrichment | People Data Labs | 100% | 1.1 s | 253 |
| Person profile | EnrichLayer | 91.5% | 2.6 s | 213 |
| Role lookup | EnrichLayer | 97.9% | 10.1 s | 96 |
| People at a company | Particle | 79.2% | 505 ms | 24 |
| Company employees | EnrichLayer | 20% | 7.9 s | 20 |
How we measure
- Quality
- Calls answered without a tool error, on this use case's tools.
- Speed
- P95 latency: 95% of successful calls finish faster.
- Cost
- Firecrawl credits per call, from the catalogue.
Measured over last 24 hours of calls through Alexandria by every user. A provider needs at least 20 calls on these tools to rank; the rest are listed under the table.
More People & companies benchmarks
- Company registries24 providers · 74.9K calls
- Email & phone finding2 providers · 23.5K calls
- Company enrichment10 providers · 11.3K calls
- Company search & lists8 providers · 2.7K calls
See every use case on the benchmarks and rankings pages.
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