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Fixie vs Sardinewhich AI ops agent should you pick in 2026?

Build durable agents that act on your internal data — open framework.

⚙️OpsSemi-autonomousOpen source
Tool useRAGMemoryMulti-agent

Agentic financial-crime ops — consolidates 11 fraud/KYC vendors, auto-reviews 40% of applications.

⚙️OpsAutonomousSubscription
Tool useMemoryRAGMulti-agent

Fixie vs Sardine — specs

SpecFixieSardine
Agent Rank73 / 100 (A)67 / 100 (B)
AutonomySemi-autonomousAutonomous
PricingFree · OSSSubscription
Open sourceYesNo
CapabilitiesTool use, RAG, Memory, Multi-agentTool use, Memory, RAG, Multi-agent
Integrations3 apps4 apps
Verified
ReleasedFeb 2025Jan 2025

Categories: FixieOps · SardineOps

Agent Rank breakdown

Fixie
Agent Rank
73/ 100
AA-tier
Autonomy
8
Capabilities
8
Integrations
6
Pricing
10
Polish
6
Verifiability
6

Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?

Sardine
Agent Rank
67/ 100
BB-tier
Autonomy
9
Capabilities
8
Integrations
6
Pricing
4
Polish
7
Verifiability
6

Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?

Pros & cons

Fixie
Pros
  • +Real multi-agent primitives — planner + workers + reviewer out of the box
  • +Strong for internal-tool agents over your own data
  • +Permissive license; auditable end-to-end
Cons
  • Framework, not a finished product — engineering effort to ship anything
  • Smaller community than LangChain / LlamaIndex
  • Cloud pricing not yet published — usage-based and opaque
Sardine
Pros
  • +$145M total (a16z) — top of the agentic financial-crime category
  • +Consolidates 11 fraud/KYC/AML vendors into one platform
  • +Auto-reviews 40% of monthly applications — major cost reduction
Cons
  • Enterprise focus — not priced for SMB fintechs
  • Regulatory complexity requires legal review per deployment
  • Best ROI requires existing high-volume transaction flow

Pricing

Fixie
Open source
Free
Builders
  • +Apache-2.0 framework
  • +Self-host
  • +Bring your own models + data
Cloud
Custom
Teams
  • +Hosted runtime
  • +Multi-agent orchestration
  • +Observability
Sardine
Growth
Custom
Mid-market fintechs
  • +Fraud + AML core agents
  • +4 integrations
  • +Standard SLA
Recommended
Enterprise
Custom
Large banks + fintechs
  • +Full agent suite
  • +Unlimited integrations
  • +Custom rules engine
Sovereign
Custom
Regulated
  • +EU/US data residency
  • +On-prem option
  • +Dedicated CS

Which one should you pick?

Fixie

Pick Fixie if cost is the main constraint or if auditability or self-hosting matters.

Try Fixie →
Sardine

Pick Sardine if you want the highest autonomy and the verification loop is in place.

Try Sardine →

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Frequently asked

Should I pick Fixie or Sardine in 2026?+

Pick Fixie if cost is the main constraint or if auditability or self-hosting matters. Pick Sardine if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Fixie for primary work and Sardine for the workflows where its specific strengths matter.

What's the price difference between Fixie and Sardine?+

Fixie starts at Free · OSS; Sardine starts at Subscription. Fixie is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.

Which is more autonomous, Fixie or Sardine?+

Sardine is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.

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  • "Multiplayer AI" — shared, governed company-wide agents across your stack.

    ⚙️OpsSemi-autonomousSubscription · from $29
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Fixie vs Sardine (2026): which AI ops agent wins? · AI Agent Rank