Leaderboard/AI Pricing Hub

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

AI Pricing Hub

aipricinghub.com/mcp↗|v1.0.0

Source-backed AI model pricing, rankings, history, and benchmark data.

90/100

Operational Score

Score Breakdown

Availability30/30

Conformance30/30

Performance30/40

Key Metrics

Uptime 30d

100.0%

P95 Latency

103.7ms

Conformance

Pass

Trend

Stable

What's Being Tested

Availability

HTTP health check to the service endpoint

Responded with HTTP 200 in 103ms

Conformance

MCP initialize handshake + tools/list

Valid MCP server info returned, tools/list responded

Performance

MCP ping + zero-arg tool invocation benchmarking

P95 latency: 103ms, task completion: 100%

Skills

search_models

Search the pricing catalog with provider, workload, context, and price filters.

compare_models

Compare pricing, context, and sourced benchmarks for model IDs.

calculate_cost

Estimate cost from model pricing and token volumes.

find_cheapest

Find cheapest models by combined listed input plus output token price.

find_best_value

Rank models by available benchmark signal per listed token price.

provider_summary

Summarize model count, prices, benchmarks, and changes for a provider.

pricing_history

Return historical pricing snapshots for a model ID.

benchmark_lookup

Find sourced benchmark rows by model, provider, or benchmark ID.

latest_changes

Return recent model launches, removals, and pricing changes.

search_news

Search AI Pricing Hub news items.

recommend_model

Recommend models for a workload using price, context, and benchmark evidence.

Tools

11 tools verified via live probe

verified 1h ago

Server: ai-pricing-hubVersion: 1.0.0Protocol: 2025-06-18

Recent Probe Results

Timestamp	Status	Latency	Conformance	Details
Jul 14, 2026	success	103.7ms	Pass	-

Source Registries

mcp-registry

First Seen

Jul 14, 2026

Last Seen

Jul 14, 2026

Last Probed

Jul 14, 2026