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Orinn

Medical-grade AI that reasons through complex clinical decisions — built for healthcare, by design.

Benchmarks

Orinn - Redefining AI for Healthcare

Orinn is a purpose-built medical AI model designed to understand, reason, and assist across complex clinical workflows. From diagnostics and treatment planning to medical documentation and patient triage, Orinn delivers accurate, context-aware intelligence tailored for real-world healthcare environments. Trained on diverse, high-quality medical data and rigorously evaluated against leading foundation models, Orinn bridges the gap between general-purpose AI and the precision demands of modern medicine. Whether supporting clinicians at the point of care or powering scalable health-tech platforms, Orinn represents the next generation of trusted, responsible AI — built for healthcare, by design.

Medical Benchmark Leadership

Orinn consistently outperforms leading AI models across benchmarks — delivering superior clinical reasoning and diagnostic accuracy.

HealthBench
HealthBench Hard
Hallucination
Orinn-1.7
75.3
48.1
2.1
Baichuan-M3
65.1
44.4
3.5
GPT-5.2-High
63.0
42.0
3.8
Gemini-3-Pro
46.2
15.2
7.1

Orinn consistently outperforms leading state-of-the-art models across critical medical benchmarks, setting a new standard for clinical AI accuracy and reliability. Each benchmark was assessed using a multi-judge framework — independent AI models scored Orinn's outputs against validated medical datasets at a controlled temperature of 0.2 for maximum consistency. Scores were then cross-validated with a secondary judge model and averaged to eliminate single-model bias.

Orinn 1.7 demonstrates state-of-the-art performance across key healthcare AI benchmarks, validating its strength in real-world clinical intelligence. In medical knowledge and reasoning, it achieves leading scores on MedQA (95.8) and PubMedQA (95.3), reflecting deep clinical understanding and diagnostic accuracy. For document and long-context processing, Orinn delivers top-tier results on OmniDocBench 1.5 (88.5) and OCRBench (89.5), enabling reliable interpretation of complex medical records and reports. Additionally, Orinn maintains low hallucination rates and high consistency across HealthBench evaluations, ensuring trustworthy outputs.

WHat Orinn can Do?

See how Orinn handles real clinical scenarios — from emergency triage to complex drug interactions. Select a scenario and submit to watch Orinn reason through the problem.

Clinical Input
Chief Complaint: 58-year-old male presenting with acute substernal chest pain radiating to the left arm, onset 45 minutes ago. Diaphoresis, nausea present.

Vitals: BP 168/94, HR 102, SpO2 94%, RR 22
ECG: ST-elevation in leads II, III, aVF
Troponin: Pending

History: HTN (poorly controlled), T2DM, smoker (30 pack-years), family history of MI (father at 52).

Question: What is your clinical assessment and recommended immediate management?
Orinn Response

Click "Submit to Orinn" to see the clinical response

Build with Orinn

People are building complex medical decision-making systems and agentic medical applications with Orinn.

Clinical Prompt

Patient context, symptoms & clinical query

Orinn Reasoning Core

Multi-step Clinical Orchestrator

Intent Parser
Query Planner
Task Scheduler
Parallel Tool Execution Layer
📄

PubMed

Literature search

NIH / NLM

📋

Clinical Guidelines

Protocol lookup

WHO / AHA / ACC

💊

Drug Interactions

Contraindications

DrugBank / FDA

🧬

Genomic DB

Variant analysis

ClinVar / OMIM

🧮

Risk Calculators

Scoring models

CHADS₂ / Wells / MELD

🏥

EHR Integration

Patient records

HL7 FHIR / Epic

🔬

Lab Interpreter

Result analysis

Reference ranges

🩻

Imaging Context

Radiology reports

DICOM / PACS

📖

Medical Ontology

Code mapping

ICD-10 / SNOMED

🌐

Evidence Search

Real-time web

Cochrane / UpToDate

Response Aggregator

1
Merge results
2
Deduplicate
3
Rank relevance
4
Resolve conflicts

Verification & Validation

3-Pass

Pass 1: Factual Check

Source exists?
Data current?
Citation valid?

Pass 2: Clinical Logic

Contraindications?
Dosage ranges?
Guideline aligned?

Pass 3: Coherence

No contradictions?
Complete answer?
Confidence score

Final Compilation

Structure responseAttach citationsAdd confidenceFormat output
Clinical Response
DiagnosisTreatment PlanEvidenceRisk ScoreCitations

10+

Tool Integrations

<2s

End-to-End Latency

3-Pass

Verification

100%

Cited Sources

Parallel

Execution Model

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