Leaderboard/ATOM Pricing Intelligence
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

ATOM Pricing Intelligence

ATOM — The Global Price Benchmark for AI Inference, delivered as a native tool for AI agents. Query the world's most comprehensive inference price database: 1,600+ SKUs, 40+ vendors, 6 modalities, 25 AIPI indexes. Search models, compare cross-vendor pricing, access market benchmarks and KPIs. Independent. Transparent. Free tier included — no API key needed.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
214.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 210ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 214ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success210.5msPass
Apr 10, 2026success197.3msPass
Apr 10, 2026success214.2msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
ATOM Pricing Intelligence — Chiark Agent Quality Index