The Aggregate — LLM benchmark aggregate

https://theaggregate.ai/mcp

Fused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboards, updated daily.

52
reliability

Reliability & health

Uptime and response time from our own unpaid probes, plus the reliability score built from them.

7 days 30 days

Uptime

100.0% avg
0% 50% 100% Thu 3 PMSat 11 PMTue 6 AMThu 1 PM

Response time

p50 108ms · p95 162ms
0ms 100ms 200ms Thu 3 PMSat 11 PMTue 6 AMThu 1 PM
Data table
Reliability history per time bucket over the last 7 days (hourly).
Bucket Uptime Probes Response time
8/13/2026, 3:00:00 PM 100% 1 131ms
8/13/2026, 4:00:00 PM 100% 1 107ms
8/13/2026, 5:00:00 PM 100% 1 138ms
8/13/2026, 7:00:00 PM 100% 1 135ms
8/13/2026, 8:00:00 PM 100% 1 170ms
8/13/2026, 9:00:00 PM 100% 1 150ms
8/13/2026, 10:00:00 PM 100% 1 138ms
8/13/2026, 11:00:00 PM 100% 1 123ms
8/14/2026, 12:00:00 AM 100% 1 155ms
8/14/2026, 2:00:00 AM 100% 1 119ms
8/14/2026, 3:00:00 AM 100% 1 143ms
8/14/2026, 4:00:00 AM 100% 1 129ms
8/14/2026, 5:00:00 AM 100% 1 138ms
8/14/2026, 6:00:00 AM 100% 1 145ms
8/14/2026, 7:00:00 AM 100% 1 101ms
8/14/2026, 9:00:00 AM 100% 1 163ms
8/14/2026, 10:00:00 AM 100% 1 144ms
8/14/2026, 11:00:00 AM 100% 1 96ms
8/14/2026, 12:00:00 PM 100% 1 130ms
8/14/2026, 1:00:00 PM 100% 1 177ms
8/14/2026, 3:00:00 PM 100% 1 157ms
8/14/2026, 4:00:00 PM 100% 1 127ms
8/14/2026, 5:00:00 PM 100% 1 138ms
8/14/2026, 6:00:00 PM 100% 1 137ms
8/14/2026, 7:00:00 PM 100% 1 104ms
8/14/2026, 8:00:00 PM 100% 1 145ms
8/14/2026, 10:00:00 PM 100% 1 142ms
8/14/2026, 11:00:00 PM 100% 1 132ms
8/15/2026, 12:00:00 AM 100% 1 110ms
8/15/2026, 1:00:00 AM 100% 1 135ms
8/15/2026, 2:00:00 AM 100% 1 149ms
8/15/2026, 3:00:00 AM 100% 1 88ms
8/15/2026, 4:00:00 AM 100% 1 94ms
8/15/2026, 6:00:00 AM 100% 1 125ms
8/15/2026, 7:00:00 AM 100% 1 108ms
8/15/2026, 8:00:00 AM 100% 1 150ms
8/15/2026, 9:00:00 AM 100% 1 85ms
8/15/2026, 10:00:00 AM 100% 1 105ms
8/15/2026, 11:00:00 AM 100% 1 102ms
8/15/2026, 12:00:00 PM 100% 1 84ms
8/15/2026, 2:00:00 PM 100% 1 125ms
8/15/2026, 3:00:00 PM 100% 1 170ms
8/15/2026, 4:00:00 PM 100% 1 137ms
8/15/2026, 5:00:00 PM 100% 1 124ms
8/15/2026, 6:00:00 PM 100% 1 152ms
8/15/2026, 7:00:00 PM 100% 1 126ms
8/15/2026, 8:00:00 PM 100% 1 127ms
8/15/2026, 10:00:00 PM 100% 1 124ms
8/15/2026, 11:00:00 PM 100% 1 83ms
8/16/2026, 12:00:00 AM 100% 1 130ms
8/16/2026, 1:00:00 AM 100% 1 156ms
8/16/2026, 2:00:00 AM 100% 1 107ms
8/16/2026, 3:00:00 AM 100% 1 97ms
8/16/2026, 5:00:00 AM 100% 1 80ms
8/16/2026, 6:00:00 AM 100% 1 101ms
8/16/2026, 7:00:00 AM 100% 1 125ms
8/16/2026, 8:00:00 AM 100% 1 114ms
8/16/2026, 9:00:00 AM 100% 1 108ms
8/16/2026, 10:00:00 AM 100% 1 80ms
8/16/2026, 12:00:00 PM 100% 1 104ms
8/16/2026, 1:00:00 PM 100% 1 99ms
8/16/2026, 2:00:00 PM 100% 1 123ms
8/16/2026, 3:00:00 PM 100% 1 111ms
8/16/2026, 4:00:00 PM 100% 1 103ms
8/16/2026, 5:00:00 PM 100% 1 105ms
8/16/2026, 7:00:00 PM 100% 1 93ms
8/16/2026, 8:00:00 PM 100% 1 83ms
8/16/2026, 9:00:00 PM 100% 1 129ms
8/16/2026, 10:00:00 PM 100% 1 130ms
8/16/2026, 11:00:00 PM 100% 1 82ms
8/17/2026, 12:00:00 AM 100% 1 78ms
8/17/2026, 2:00:00 AM 100% 1 103ms
8/17/2026, 3:00:00 AM 100% 1 64ms
8/17/2026, 4:00:00 AM 100% 1 121ms
8/17/2026, 5:00:00 AM 100% 1 126ms
8/17/2026, 6:00:00 AM 100% 1 101ms
8/17/2026, 7:00:00 AM 100% 1 97ms
8/17/2026, 9:00:00 AM 100% 1 76ms
8/17/2026, 10:00:00 AM 100% 1 55ms
8/17/2026, 11:00:00 AM 100% 1 80ms
8/17/2026, 12:00:00 PM 100% 1 118ms
8/17/2026, 1:00:00 PM 100% 1 65ms
8/17/2026, 2:00:00 PM 100% 1 127ms
8/17/2026, 4:00:00 PM 100% 1 59ms
8/17/2026, 5:00:00 PM 100% 1 105ms
8/17/2026, 6:00:00 PM 100% 1 56ms
8/17/2026, 7:00:00 PM 100% 1 62ms
8/17/2026, 8:00:00 PM 100% 1 37ms
8/17/2026, 9:00:00 PM 100% 1 42ms
8/17/2026, 11:00:00 PM 100% 1 34ms
8/18/2026, 12:00:00 AM 100% 1 36ms
8/18/2026, 1:00:00 AM 100% 1 60ms
8/18/2026, 2:00:00 AM 100% 1 60ms
8/18/2026, 3:00:00 AM 100% 1 79ms
8/18/2026, 4:00:00 AM 100% 1 79ms
8/18/2026, 6:00:00 AM 100% 1 58ms
8/18/2026, 7:00:00 AM 100% 1 81ms
8/18/2026, 8:00:00 AM 100% 1 97ms
8/18/2026, 9:00:00 AM 100% 1 97ms
8/18/2026, 10:00:00 AM 100% 1 151ms
8/18/2026, 11:00:00 AM 100% 1 122ms
8/18/2026, 1:00:00 PM 100% 1 110ms
8/18/2026, 2:00:00 PM 100% 1 119ms
8/18/2026, 3:00:00 PM 100% 1 108ms
8/18/2026, 4:00:00 PM 100% 1 106ms
8/18/2026, 5:00:00 PM 100% 1 35ms
8/18/2026, 6:00:00 PM 100% 1 62ms
8/18/2026, 8:00:00 PM 100% 1 194ms
8/18/2026, 9:00:00 PM 100% 1 146ms
8/18/2026, 10:00:00 PM 100% 1 36ms
8/18/2026, 11:00:00 PM 100% 1 41ms
8/19/2026, 12:00:00 AM 100% 1 59ms
8/19/2026, 1:00:00 AM 100% 1 41ms
8/19/2026, 3:00:00 AM 100% 1 60ms
8/19/2026, 4:00:00 AM 100% 1 43ms
8/19/2026, 5:00:00 AM 100% 1 39ms
8/19/2026, 6:00:00 AM 100% 1 62ms
8/19/2026, 7:00:00 AM 100% 1 79ms
8/19/2026, 8:00:00 AM 100% 1 39ms
8/19/2026, 10:00:00 AM 100% 1 62ms
8/19/2026, 11:00:00 AM 100% 1 75ms
8/19/2026, 12:00:00 PM 100% 1 122ms
8/19/2026, 1:00:00 PM 100% 1 136ms
8/19/2026, 2:00:00 PM 100% 1 138ms
8/19/2026, 3:00:00 PM 100% 1 116ms
8/19/2026, 4:00:00 PM 100% 1 22ms
8/19/2026, 6:00:00 PM 100% 1 118ms
8/19/2026, 7:00:00 PM 100% 1 29ms
8/19/2026, 8:00:00 PM 100% 1 38ms
8/19/2026, 9:00:00 PM 100% 1 81ms
8/19/2026, 10:00:00 PM 100% 1 87ms
8/19/2026, 11:00:00 PM 100% 1 21ms
8/20/2026, 1:00:00 AM 100% 1 26ms
8/20/2026, 2:00:00 AM 100% 1 28ms
8/20/2026, 3:00:00 AM 100% 1 38ms
8/20/2026, 4:00:00 AM 100% 1 123ms
8/20/2026, 5:00:00 AM 100% 1 123ms
8/20/2026, 6:00:00 AM 100% 1 162ms
8/20/2026, 8:00:00 AM 100% 1 125ms
8/20/2026, 9:00:00 AM 100% 1 188ms
8/20/2026, 10:00:00 AM 100% 1 140ms
8/20/2026, 11:00:00 AM 100% 1 200ms
8/20/2026, 12:00:00 PM 100% 1 127ms
8/20/2026, 1:00:00 PM 100% 1 162ms
52
Composite reliability — the weighted average of the dimensions below, on a 0–100 scale.
Availability
100

How often it was reachable when we probed it (weight 35%).

Latency
100

How quickly it answers when it is up — fast scores high (weight 20%).

Security
100

Whether it serves over working TLS / https (weight 15%).

Transparency
36

Whether the operator disclosed what it does — description, schema, identity (weight 15%).

Activity
not yet measured

Observed on-chain payments to this endpoint's wallet — transactions, volume, and distinct paying wallets over the last month (weight 15%; not yet measured when we have not seen its wallet settle).

Confidence 100% — how much probe evidence backs this score. A thin history is flagged, not hidden.

See the scoring methodology for exactly how each number is computed.

Payment

Currencies
—
Networks
—
Facilitator
unknown
SDK
unknown

Operator

Company
inferred — unknown
Jurisdiction
—
Registrar
Cloudflare, Inc
Domain registered
2026-07-22
Hosting network
CLOUDFLARENET
Hosting country
—

Operator context is derived from public RDAP/TLS records and unverified. Company and country are only available for endpoints that publish them (an OV/EV TLS certificate or a non-redacted domain record); most endpoints are CDN-fronted and disclose neither.