Ship agents that fix themselves.

Your agents silently degrade in production. Kalibr keeps them on the optimal path as they run.

Get Started Let your agent onboard you
OpenAI OpenAI
Anthropic Anthropic
Google Google
LangChain LangChain
CrewAI CrewAI
OpenAI Agents SDK OpenAI Agents SDK
🦞 OpenClaw

Open source SDK. Hosted optimization engine.

Execution optimization

Your agents are not running the best path

Kalibr compares live execution paths by real outcome success and keeps shifting traffic as conditions change.

Agents / research_agent Optimizing
Live
Goal Success Rate
91%+3%
vs last 24h
Executions Observed
1,893
all time
Paths Competing
3
of 3 enabled
Current Strategy
Exploitation
high confidence
Current Path Leaderboard
Rank Path Success Samples Traffic Trend
1 claude-sonnet-4 + serper 94.1% 847
42%
+ 3%
2 gpt-4o + tavily 88.2% 634
32%
- 0%
3 gpt-4o-mini + tavily 85.7% 412
26%
- 4%
Self-optimizing execution

How Kalibr keeps agents optimized

You define possible paths. Kalibr measures real production outcomes and continuously reallocates traffic to the paths that are actually working.

You define possible paths

Give Kalibr the model, tool, and config combinations your agent is allowed to use for each goal.

OpenAI, Anthropic, Google Any tool or API Custom parameters

Kalibr measures outcomes

Kalibr tracks which paths are actually succeeding in production, not just which ones look fine on paper.

Programmatic evaluation Optional quality scores Automatic cost tracking

Traffic reallocates automatically

As conditions change, Kalibr keeps moving traffic toward the paths delivering the best outcomes right now.

Continuous path exploration Outcome-based path selection No deploys required
Visibility

Every routing decision is explainable

Tracing is included so you can inspect why Kalibr picked a path, what happened during execution, and how outcomes changed over time.

Decision context

Selected path Latency Token count Cost

Execution trace

Full trace trees Agent-to-agent handoffs Tool calls

Outcome history

Success by goal Cost by path Traffic shifts over time
Decision details
1 claude-sonnet-4 + serper 94.1% 847
42%
+ 3% ∧
Latest routed execution
Success
$0.0032 1.41s 534 tokens
just now
Selected Path
claude-sonnet-4 + serper
Provider
anthropic
Latency
1292ms
Cost
$0.0032
Input Tokens
432
Output Tokens
102
Span ID
595616e4c7b34011
Trace ID
ec28ea45b36b4c09
Execution Trace
LLM anthropic.messages.create
200 OK
LATENCY 1292ms TOKENS 534 COST $0.0032 TEMPERATURE 0.7
Total:$0.0032 Tokens:534 Duration:1412ms
Success
Plans

Pricing

Start free. Scale as you grow.

Free

$0/month
100 routing/mo · 1,000 traces/mo
90-day retention
10 API requests/second
  • Full routing intelligence
  • Built-in traces & decision history
  • Dashboard access
Get started
Popular

Starter

$29/month
1,000 routing/mo · 10,000 traces/mo
1-year retention
100 API requests/second
  • Everything in Free
  • Email support
Get started

Pro

$149/month
10,000 routing/mo · 100,000 traces/mo
Unlimited retention
500 API requests/second
  • Everything in Starter
  • Priority support
Get started

Enterprise

Custom
Unlimited routing · Unlimited traces/mo
Unlimited retention
Custom rate limits
  • Everything in Pro
  • Dedicated support
  • SLA guarantee
Contact sales

Request trial credits to test Kalibr against your current hardcoded agent setup.

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Stop hardcoding how your agents run.

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