Sports
Fantasy sports benchmark
Fantasy rankings, projections and leagues. Every fantasy sports provider in Alexandria, compared on quality, speed and cost from real agent calls, so your agent can pick the right one.
- Providers
- 9
- 7 with enough calls to rank
- Calls
- 2.3K
- Last 24 hours
- Top quality
- 99.7%
- FFToday NFL projections and rankings
- Fastest
- 481 ms
- FantasyData NFL rankings
Leaderboard
Ranked by quality on fantasy sports tools only, not each provider as a whole.
| # | Provider | Quality | Speed | Cost | Calls |
|---|---|---|---|---|---|
| 1 | 99.7% | 717 ms | 5 credits | 299 | |
| 2 | 99.4% | 481 ms | 5 credits | 313 | |
| 3 | 99.3% | 1.4 s | 5 credits | 426 | |
| 4 | 98.8% | 1.2 s | 5 credits | 600 | |
| 5 | 98.5% | 921 ms | 5 credits | 323 | |
| 6 | 98.3% | 3.7 s | 5 credits | 351 | |
| 7 | 97.1% | 1.8 s | 5 credits | 35 |
Fewer than 20 calls to rank yet: Yahoo Fantasy Basketball (public), Yahoo Fantasy Football (public).
Tools in this benchmark
The endpoints agents call for fantasy sports, busiest first.
| Tool | Provider | Quality | Speed | Calls |
|---|---|---|---|---|
| Weekly rankings | Draft Sharks NFL rankings | 98.7% | 968 ms | 545 |
| Projections | CBS Sports fantasy football and basketball | 98.3% | 3.7 s | 351 |
| Projections | StartWho NFL fantasy projections | 99.4% | 754 ms | 327 |
| Rankings | Fantasy Football Calculator NFL rankings and ADP | 98.5% | 921 ms | 323 |
| Rankings | FantasyData NFL rankings | 99.4% | 481 ms | 313 |
| Weekly projections | FFToday NFL projections and rankings | 99.7% | 717 ms | 299 |
| Injury report | StartWho NFL fantasy projections | 98.7% | 3.1 s | 78 |
| Ros rankings | Draft Sharks NFL rankings | 100% | 3.1 s | 55 |
| League rosters | Sleeper | 97.1% | 1.8 s | 35 |
| Ros projections | StartWho NFL fantasy projections | 100% | 5.6 s | 21 |
Head-to-head benchmark
Three agent setups answer the same 272 real fantasy questions on the 2026 NFL season, graded by code against nflverse stats and projections saved from 7 sites. Compare success rate on past games and on live Week 6 projections.
3 setups · 272 questions · Oct 15, 2026
Full results and methodShare of all 272 questions answered fully right. The headline score.
Firecrawl Alexandria80.5%
Native web search71.7%
Flaim71.3%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 Sports benchmarks
See every use case on the benchmarks and rankings pages.