AGENT_RUNS: 847,392 tracked todayAVG_COST_PER_RUN: $0.0082TOP_FRAMEWORK: LangChain (41%)TOTAL_TOKENS: 2.1B this weekBENCHMARK_RELEASE: Q2 2026PLATFORMS: GPT-4o · Claude · Gemini · LlamaAGENT_RUNS: 847,392 tracked todayAVG_COST_PER_RUN: $0.0082TOP_FRAMEWORK: LangChain (41%)TOTAL_TOKENS: 2.1B this weekBENCHMARK_RELEASE: Q2 2026PLATFORMS: GPT-4o · Claude · Gemini · Llama
NOW IN PRIVATE BETA

The analytics layer
for your AI agents.

If you cannot see what your agents cost, how they perform, and where they break, you cannot scale them. AgentROI gives teams a clear view of agent spend, output quality, and real-world efficiency in one place.

Track agent cost and performance without spreadsheet chaos
Benchmark workflows with the clearest public data in the market
Run your agent stack with the visibility teams expect from Google Analytics
12,000+
agents tracked
$4.2M
costs analyzed
99 frameworks
supported

The Problem

You're running AI agents blind.

No cost visibility

You get a monthly OpenAI bill. You have no idea which agent spent what — or why costs tripled last Tuesday.

No performance data

Task completion rate? Latency per agent run? You're guessing. There's no baseline to optimize against.

No benchmarks

Is your agent good or bad? Fast or slow? Cheap or expensive? There's nothing to compare to. Until now.

83%
of AI engineering teams have no cost visibility per agent
AgentROI survey, Q1 2026 · n=410 AI teams

The Solution

One dashboard.
Total clarity.

AgentROI instruments your agent runs automatically. No code changes required for supported frameworks. See cost, latency, and success rates per agent, per task, per team.

app.agentroi.com/dashboard
TOTAL SPEND
$1,284.40
+12% vs last week
AGENT RUNS
48,291
+28% vs last week
SUCCESS RATE
94.2%
-0.8pp vs last week
AVG LATENCY
2.1s
-0.3s vs last week
AGENT NAMERUNSAVG COSTSUCCESSLATENCY
data-extraction-v2
LangChain
12,441$0.009197.1%1.4s
customer-support-bot
Custom
8,203$0.021491.4%3.2s
research-summarizer
AutoGPT
4,892$0.044188.6%6.1s
invoice-processor
LangChain
22,755$0.002499.2%0.8s
Per-agent cost breakdown
LangChain · AutoGPT · Custom
Real-time token usage
GPT-4o · Claude · Gemini
Task success rate tracking
Success / failure / timeout
Latency percentiles
p50 · p95 · p99
Cost-per-task analytics
ROI per agent workflow
Team & project attribution
Know who's burning budget

Coming Soon

The first public benchmarks
for the agent economy.

Aggregated, anonymized data from thousands of production agent deployments. See how your agents stack up across cost efficiency, task accuracy, and latency — by use case, model, and framework.

Q2 2026
Cost Efficiency Index

Which models and agent architectures deliver the lowest cost-per-successful-task.

Q2 2026
Task Completion Accuracy

Success rates by use case: data extraction, summarization, code gen, customer support.

Q3 2026
Latency Atlas

P95 latency benchmarks across frameworks and hosting environments.

COST EFFICIENCY INDEX — DATA EXTRACTION TASKS — Q1 2026
GPT-4o-mini + LangChain
91
Claude 3 Haiku + Custom
88
Gemini Flash + LangChain
85
GPT-4o + AutoGPT
62
Claude 3.7 Sonnet + Custom
58
UNLOCKING Q2 2026
Join the waitlist for early benchmark access

Early Access

Be first. Pay less. Know more.

Early access members get lifetime discounted pricing, first access to public benchmarks, and direct input into the product roadmap.

Starter
Free
During beta
Up to 3 agents
7-day cost history
Basic performance metrics
Community access
Join Waitlist
Pro
$49
/mo · early access price
Unlimited agents
90-day history
Full benchmark access
Slack & PagerDuty alerts
API access
Priority support
Get Early Access
Enterprise
Custom
Contact us
Unlimited everything
SSO & RBAC
Private benchmarks
Custom integrations
Dedicated CSM
SLA
Contact Us

Start tracking your agents today.

Get full visibility into cost, performance, and ROI — in minutes.

Get Early Access