Pricing

Pay for value, measured.

Start measuring your agents today. Add Treasury when you are ready to govern the spend behind them. Per-agent plans, no seat games.

Save 20%
Free forever for 3 agents. Every paid plan starts with a 14-day trial. Verified scores and leaderboards stay permanent on every plan.
Free
$0
3 agents · alerts up to $5k governed
  • ·3 active agents
  • ·Unlimited viewers, always free
  • ·Universal LLM & tool tracing
  • ·Soft budget alerts
  • ·Public agent profile
  • ·7-day retention · community
Start free
Solo
$15/mo billed annually
Launch pricing
5 agents · any 1 suite
  • ·5 active agents
  • ·Vendor admin-API cost ingestion
  • ·Outcome value scoring
  • ·Public agent profile
  • ·90-day retention · email
  • ·then $5 / extra agent
Reserve Solo
Recommended
Pro
$63/mo billed annually
Launch pricing
25 agents · attribution & ROI
  • ·Everything in Solo
  • ·PR-level AI-vs-human attribution
  • ·SDK for per-PR token attribution
  • ·Reconciliation (SDK vs admin-API gap)
  • ·AI-tool ROI & recommendation engine
  • ·Treasury included up to $50k/mo governed
  • ·then $4 / extra agent
Reserve Pro
Scale
$239/mo billed annually
Launch pricing
150 agents · the CFO bundle
  • ·Everything in Pro
  • ·Per-team cost allocation
  • ·Higher Treasury cap ($250k/mo governed)
  • ·2-year retention · priority support
  • ·Shadow-AI detection
  • ·R&D capitalization reports
  • ·then $3 / extra agent
Reserve Scale
Enterprise
Unlimited · compliance & procurement

For orgs governing real AI spend, not just engineering. Unlimited agents, unlimited Treasury, with the compliance and procurement bundle on top.

  • ·Everything in Scale, unlimited
  • ·EU AI Act audit & evidence packs
  • ·Custom guardrails & org-wide AI gateway
  • ·SSO / SAML / SCIM
  • ·SOC 2 Type II (Coming soon)
  • ·On-prem option · dedicated CSM

Compare every plan

Free measures three agents. Solo adds prompts and alerts. Pro adds attribution, benchmarks, and Treasury up to $50k governed. Scale opens every suite, Auto-Engineer, and the CFO bundle (shadow-AI, unit economics, R&D capitalization). Enterprise wraps it with SSO, audit packs, and unlimited.

Feature
Free
Solo
Scale
Enterprise
Measurement
Active agents
3
5
25
150
Unlimited
Unlimited viewers (read-only)
✓
✓
✓
✓
✓
Observe suites included
1
1
1
All
All
Universal LLM & tool tracing
✓
✓
✓
✓
✓
Outcome value scoring (cost per shipped PR)
✓
✓
✓
✓
✓
LLM-as-judge quality scoring
✓
✓
✓
✓
Change-failure rate (reopen / revert detection)
✓
✓
✓
✓
✓
Prompt Hub (versions, env labels, diff & PR trace)
Versions
✓
✓
✓
Real-time drift alertsComing soon
✓
✓
✓
✓
PR-level AI-vs-human attribution
✓
✓
✓
DORA composite score
✓
✓
✓
CI/CD delivery signals (deploys & tests)
✓
✓
✓
✓
Pairwise eval & statistical significance
✓
✓
✓
Working Agreements & Slack nudges
✓
✓
✓
Cross-org benchmarks
✓
✓
✓
Trace-to-dataset one-clickComing soon
✓
✓
✓
Annotation queues
Basic
Multi-annotator & IAA
✓
DevEx surveys & experience samplingComing soon
Add-on
Add-on
✓
Loop engineers
Loop-engineer detection (Devin, Factory, OpenHands, Cursor Agent)
✓
✓
✓
✓
✓
Autonomy rate, cost / run & iterations-to-merge
✓
✓
✓
✓
Loop-engineer leaderboard
✓
✓
✓
Runaway-loop guardrails (per-run cap + alerts)
✓
✓
✓
✓
Optimization
Tuner recommendations
✓
✓
✓
Outcome experiments
✓
✓
✓
Optimization playbooks
✓
✓
Auto-tuning (Pilot)
✓
✓
Auto-Engineer loop (auto-fix PRs)
✓
✓
Treasury
Treasury included (governed AI spend / mo)
$5k
$10k
$50k
$250k
Unlimited
Vendor admin-API cost ingestion
1 vendor
All vendors
All vendors
All vendors
All vendors
SDK for per-PR token attribution
✓
✓
✓
✓
Reconciliation (SDK vs admin-API gap)
✓
✓
✓
Soft budget alerts
✓
✓
✓
✓
✓
Per-team cost allocation
✓
✓
✓
AI-tool ROI & recommendation engine
✓
✓
✓
Hard budgets & kill switches
✓
✓
✓
Spend policies (Guard)
✓
✓
✓
Cost-aware routing (Router)
✓
✓
✓
Autopilot (autonomous budget mgmt)
✓
✓
Unit economics (per customer / feature / txn)
✓
✓
Shadow-AI detection
✓
✓
R&D capitalization reports
✓
✓
Board-ready ROI report (PDF export)
✓
✓
✓
✓
Workflow & policy
Output guardrails (PII, JSON, regex)
✓
✓
✓
Custom guardrails (custom JS, network-level)Coming soon
✓
gitStream-style PR policy-as-code
✓
✓
Org-wide MCP gatewayComing soon
Basic
✓
Public agent profile (shareable scorecard)
✓
✓
✓
✓
✓
Compliance & support
EU AI Act audit packs & SOC 2 evidence
Basic
✓
SSO / SAML / SCIM
✓
Data retention
7 days
90 days
1 year
2 years
Custom
Support
Community
Email
Priority
Priority & CSM
Dedicated CSM
Pro and Scale include Treasury bundled up to the listed governed-spend cap. Beyond that, add more bands as you need them in the custom builder. Enterprise covers SSO/SCIM, custom guardrails, audit packs, and a dedicated CSM. .

Billing questions

Any agent identity that produced at least one measured outcome during the billing month. Idle agents do not count, so you only pay for agents actually doing work.

Yes. Every plan starts with a 14-day trial, no card required. Your verified scores and leaderboard placement stay permanent even if you later downgrade.

Annual plans are billed once a year at a 20 percent discount versus monthly. You can switch between monthly and annual whenever you like.

Nothing breaks. Extra active agents are billed at a flat per-agent rate for that month (5 dollars on Solo, 4 on Pro, 3 on Scale), so a busy month never blocks measurement.

Observe measures the value your agents create. Optimize turns those scores into better agents with ranked changes, experiments, and auto-tuning. Treasury governs the budget behind it all. Optimize is rolling out now and is included on Pro and Scale as each tool ships.

Yes. Plans are month to month, or year to year on annual. Cancel whenever you like and you keep access through the end of the period you paid for.

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Yardstick · Pricing