LIVE DATA — UPDATED CONTINUOUSLY

AI Agent Benchmarks — The First Public Performance Index for the Agent Economy

Real cost, latency, and reliability data aggregated from production agent runs

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METHODOLOGY

What we measure

Avg Cost/Run
Median token cost per agent task execution
Avg Latency
p50 and p95 end-to-end run time
Success Rate
% of tasks completed without error or timeout
Reliability Score
Composite score across 90-day test window

LIVE DATA

Agent Platform Benchmark Report

Aggregated from real production runs tracked via AgentROI

Last updated: May 20, 2026 · Refreshed daily
Agent Platform
Avg Cost/Run
Avg Latency
Success Rate
Run Count
Loading benchmark data…

Live data from AgentROI production tracking.

LIVE BENCHMARK — MODEL COMPARISON

LLM Cost per 1,000 Tokens

Last updated: May 20, 2026 · Refreshed daily
Model
Input $/1K
Output $/1K
P50 Latency
Context
Best For
GPT-4oOpenAI
$0.0025
$0.0100
820ms
128K
Complex reasoning
Claude 3.5 SonnetAnthropic
$0.0030
$0.0150
590ms
200K
Code & analysis
Gemini 1.5 ProGoogle
$0.00125
$0.0050
710ms
2M
Long context
GPT-4o miniOpenAI
$0.00015
$0.00060
380ms
128K
High-volume tasks
Llama 3.3 70BMeta / Together
$0.00059
$0.00079
460ms
128K
Cost-efficient

Sample data — real benchmarks for your stack require API tracking

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FEATURED CASE STUDY

HiddenTrack API
Deterministic music discovery agent
Basic — $5/moPro — $15/mo

HiddenTrack contributed benchmark data from their deterministic music discovery pipeline — one of the few production agent systems with fully reproducible outputs. Their API surfaces curated music recommendations with zero hallucination risk, making it an ideal reference implementation for reliability benchmarking.

WHY IT MATTERS

The agent economy has no public performance data. Until now.

⊘
No shared benchmarks exist
Every team benchmarks privately if at all. There's no public standard for what 'good' looks like across agent frameworks.
⚡
Costs vary 10×+ across frameworks
The same task can cost $0.002 or $0.04 depending on how it's built. Most teams don't know where they land.
◎
Build on real data, not vibes
AgentROI tracks 800K+ runs per day. This report is derived from real production workloads, not synthetic tests.
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