People & companies
Company search & lists benchmark
Find companies that match filters, or build a list of them. Every company search & lists provider in Alexandria, compared on quality, speed and cost from real agent calls, so your agent can pick the right one.
- Providers
- 8
- 6 with enough calls to rank
- Calls
- 2.7K
- Last 24 hours
- Top quality
- 100%
- Fireround
- Fastest
- 587 ms
- Apollo
Leaderboard
Ranked by quality on company search & lists tools only, not each provider as a whole.
| # | Provider | Quality | Speed | Cost | Calls |
|---|---|---|---|---|---|
| 1 |  Fireround | 100% | 1.1 s | 5 credits | 230 |
| 2 | 100% | 4.1 s | 50–60 credits | 87 | |
| 3 | 99.9% | 587 ms | 0–30 credits | 1.4K | |
| 4 | 99.7% | 2.5 s | 5 credits | 339 | |
| 5 | 97.7% | 8.3 s | 5 credits | 217 | |
| 6 | 97.3% | 833 ms | 5–300 credits | 480 |
Fewer than 20 calls to rank yet: Particle, PredictLeads.
Tools in this benchmark
The endpoints agents call for company search & lists, busiest first.
| Tool | Provider | Quality | Speed | Calls |
|---|---|---|---|---|
| Company search | Apollo | 99.9% | 587 ms | 1.4K |
| Company search | FullEnrich | 97.3% | 833 ms | 480 |
| Search | Y Combinator | 99.7% | 2.5 s | 339 |
| Search funded companies | Fireround | 100% | 1.1 s | 230 |
| Search participants | Data Privacy Framework participant list | 97.7% | 8.3 s | 217 |
| Company search | People Data Labs | 100% | 4.1 s | 87 |
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
- People search & profiles7 providers · 62.1K calls
- Email & phone finding2 providers · 23.5K calls
- Company enrichment10 providers · 11.3K calls
See every use case on the benchmarks and rankings pages.
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