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Frontier

GPT-5.4

Published evidence on 263 tasks. Inspect each benchmark before choosing a route.

Published task evidence

Conversation Summary

100.0% pass rate · 80% quality floor · 1.84s p50

Clears the quality floor

Try task Create task route

Classification Router

100.0% pass rate · 80% quality floor · 1.33s p50

Clears the quality floor

Try task Create task route

Document Structured Extraction

80.7% pass rate · 80% quality floor · 1.46s p50

Clears the quality floor

Try task Create task route

Grounded Document QA

100.0% pass rate · 80% quality floor · 1.02s p50

Clears the quality floor

Try task Create task route

Account Recovery Agent

89.0% pass rate · 80% quality floor · 6.92s p50

Cheapest passing model

Try task Create task route

Airline Itinerary Change Agent

88.0% pass rate · 80% quality floor · 8.54s p50

Cheapest passing model

Try task Create task route

Appointment Management Agent

76.0% pass rate · 80% quality floor · 5.94s p50

Below the quality floor

Try task Create task route

Delivery Exception Agent

93.0% pass rate · 80% quality floor · 9.17s p50

Cheapest passing model

Try task Create task route

Order Change Agent

94.0% pass rate · 80% quality floor · 4.68s p50

Cheapest passing model

Try task Create task route

Refund Resolution Agent

88.0% pass rate · 80% quality floor · 9.11s p50

Cheapest passing model

Try task Create task route

Return RMA Agent

67.0% pass rate · 80% quality floor · 8.73s p50

Below the quality floor

Try task Create task route

Service Incident Support Agent

98.0% pass rate · 80% quality floor · 13.55s p50

Cheapest passing model

Try task Create task route

Subscription Change Agent

81.0% pass rate · 80% quality floor · 6.69s p50

Cheapest passing model

Try task Create task route

Telecom Plan Service Agent

94.0% pass rate · 80% quality floor · 9.54s p50

Cheapest passing model

Try task Create task route

99.0% pass rate · 80% quality floor · 6.65s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 4.29s p50

Clears the quality floor

Try task Create task route

Feature-Adopter

100.0% pass rate · 80% quality floor · 2.08s p50

Cheapest passing model

Try task Create task route

97.0% pass rate · 80% quality floor · 15.96s p50

Clears the quality floor

Try task Create task route

98.0% pass rate · 80% quality floor · 5.92s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 4.28s p50

Clears the quality floor

Try task Create task route

Milestone-Check

95.0% pass rate · 80% quality floor · 6.00s p50

Cheapest passing model

Try task Create task route

100.0% pass rate · 80% quality floor · 10.18s p50

Clears the quality floor

Try task Create task route

69.0% pass rate · 80% quality floor · 19.25s p50

Below the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 2.93s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 1.85s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 3.79s p50

Clears the quality floor

Try task Create task route

91.0% pass rate · 80% quality floor · 1.15s p50

Cheapest passing model

Try task Create task route

100.0% pass rate · 80% quality floor · 1.31s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 1.79s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 1.11s p50

Clears the quality floor

Try task Create task route

90.0% pass rate · 80% quality floor · 9.35s p50

Cheapest passing model

Try task Create task route

97.0% pass rate · 80% quality floor · 7.77s p50

Clears the quality floor

Try task Create task route

83.0% pass rate · 80% quality floor · 1.27s p50

Clears the quality floor

Try task Create task route

86.0% pass rate · 80% quality floor · 2.04s p50

Cheapest passing model

Try task Create task route

Cobol-to-Python

92.0% pass rate · 80% quality floor · 1.36s p50

Cheapest passing model

Try task Create task route

Code-Refactorer

95.0% pass rate · 80% quality floor · 1.63s p50

Cheapest passing model

Try task Create task route

72.0% pass rate · 80% quality floor · 3.84s p50

Below the quality floor

Try task Create task route

97.0% pass rate · 80% quality floor · 2.79s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 3.76s p50

Clears the quality floor

Try task Create task route

95.0% pass rate · 80% quality floor · 1.43s p50

Cheapest passing model

Try task Create task route

97.0% pass rate · 80% quality floor · 1.04s p50

Cheapest passing model

Try task Create task route

93.0% pass rate · 80% quality floor · 4.70s p50

Cheapest passing model

Try task Create task route

95.0% pass rate · 80% quality floor · 1.39s p50

Cheapest passing model

Try task Create task route

40.0% pass rate · 80% quality floor · 1.80s p50

Below the quality floor

Try task Create task route

87.0% pass rate · 80% quality floor · 1.70s p50

Clears the quality floor

Try task Create task route

99.0% pass rate · 80% quality floor · 4.73s p50

Clears the quality floor

Try task Create task route

67.0% pass rate · 80% quality floor · 3.12s p50

Below the quality floor

Try task Create task route

84.0% pass rate · 80% quality floor · 4.39s p50

Cheapest passing model

Try task Create task route

64.0% pass rate · 80% quality floor · 2.31s p50

Below the quality floor

Try task Create task route

Profile-Builder

48.0% pass rate · 80% quality floor · 2.08s p50

Below the quality floor

Try task Create task route

52.0% pass rate · 80% quality floor · 2.44s p50

Below the quality floor

Try task Create task route

54.0% pass rate · 80% quality floor · 1.35s p50

Below the quality floor

Try task Create task route

69.0% pass rate · 80% quality floor · 10.66s p50

Below the quality floor

Try task Create task route

73.0% pass rate · 80% quality floor · 2.19s p50

Below the quality floor

Try task Create task route

B2B Catalog Schema Mapping

29.0% pass rate · 80% quality floor · 15.20s p50

Below the quality floor

Try task Create task route

Counterfeit Listing Detection

99.0% pass rate · 80% quality floor · 15.62s p50

Clears the quality floor

Try task Create task route

Delivery Exception Explanation

100.0% pass rate · 80% quality floor · 2.83s p50

Clears the quality floor

Try task Create task route

Good-Better-Best Product Comparison

88.0% pass rate · 80% quality floor · 15.93s p50

Cheapest passing model

Try task Create task route

Inventory Stock-Out Explanation

99.0% pass rate · 80% quality floor · 9.55s p50

Clears the quality floor

Try task Create task route

Last-Mile Instruction Clarification

94.0% pass rate · 80% quality floor · 2.22s p50

Cheapest passing model

Try task Create task route

Natural-Language Product Filter Extraction

86.0% pass rate · 80% quality floor · 1.27s p50

Clears the quality floor

Try task Create task route

Product Attribute Tagging

74.0% pass rate · 80% quality floor · 1.25s p50

Below the quality floor

Try task Create task route

Return Abuse Risk Triage

92.0% pass rate · 80% quality floor · 1.55s p50

Clears the quality floor

Try task Create task route

Vulnerability Disclosure Intake Summary

100.0% pass rate · 80% quality floor · 4.23s p50

Clears the quality floor

Try task Create task route

Warehouse Near-Miss Theme Summary

80.0% pass rate · 80% quality floor · 6.09s p50

Cheapest passing model

Try task Create task route

Wholesale Credit Application Extraction

50.0% pass rate · 80% quality floor · 4.22s p50

Below the quality floor

Try task Create task route

Chapter Glossary Extraction

43.0% pass rate · 80% quality floor · 3.53s p50

Below the quality floor

Try task Create task route

Constructive Student Feedback Rewrite

100.0% pass rate · 80% quality floor · 2.20s p50

Clears the quality floor

Try task Create task route

Interest-Based Math Problem Generation

88.0% pass rate · 80% quality floor · 3.73s p50

Cheapest passing model

Try task Create task route

Measurable IEP Goal Drafting

54.0% pass rate · 80% quality floor · 4.11s p50

Below the quality floor

Try task Create task route

Multiple-Choice Distractor Generation

71.0% pass rate · 80% quality floor · 1.74s p50

Below the quality floor

Try task Create task route

Parent-Teacher Conference Summary

100.0% pass rate · 80% quality floor · 5.24s p50

Clears the quality floor

Try task Create task route

Reading-Level Adjustment

100.0% pass rate · 80% quality floor · 1.51s p50

Clears the quality floor

Try task Create task route

Scholarship Eligibility Screening

90.0% pass rate · 80% quality floor · 4.10s p50

Cheapest passing model

Try task Create task route

Source-Grounded Flashcard Generation

100.0% pass rate · 80% quality floor · 2.58s p50

Clears the quality floor

Try task Create task route

Standards-Aligned Lesson Plan Generation

92.0% pass rate · 80% quality floor · 13.88s p50

Cheapest passing model

Try task Create task route

Syllabus Policy Compliance Check

66.0% pass rate · 80% quality floor · 16.59s p50

Below the quality floor

Try task Create task route

97.0% pass rate · 80% quality floor · 13.82s p50

Clears the quality floor

Try task Create task route

90.0% pass rate · 80% quality floor · 8.26s p50

Clears the quality floor

Try task Create task route

83.0% pass rate · 80% quality floor · 3.58s p50

Cheapest passing model

Try task Create task route

100.0% pass rate · 80% quality floor · 2.77s p50

Clears the quality floor

Try task Create task route

97.0% pass rate · 80% quality floor · 8.79s p50

Clears the quality floor

Try task Create task route

86.0% pass rate · 80% quality floor · 2.08s p50

Clears the quality floor

Try task Create task route

Customer-Facing Release Note Synthesis

100.0% pass rate · 80% quality floor · 2.53s p50

Clears the quality floor

Try task Create task route

Duplicate Engineering Ticket Detection

98.9% pass rate · 80% quality floor · 12.01s p50

Clears the quality floor

Try task Create task route

Kubernetes Resource Recommendation

69.5% pass rate · 80% quality floor · 13.15s p50

Below the quality floor

Try task Create task route

Load-Test Breaking-Point Summary

83.0% pass rate · 80% quality floor · 6.53s p50

Cheapest passing model

Try task Create task route

OpenAPI Breaking-Change Detection

88.0% pass rate · 80% quality floor · 13.06s p50

Clears the quality floor

Try task Create task route

PII Logging Risk Review

61.0% pass rate · 80% quality floor · 13.85s p50

Below the quality floor

Try task Create task route

Product Requirement Ambiguity Detection

24.7% pass rate · 80% quality floor · 20.42s p50

Below the quality floor

Try task Create task route

SQL Query Performance Diagnosis

70.0% pass rate · 80% quality floor · 18.38s p50

Below the quality floor

Try task Create task route

Stack-Trace Error Deduplication

98.0% pass rate · 80% quality floor · 3.69s p50

Clears the quality floor

Try task Create task route

Terraform Security Misconfiguration Detection

97.0% pass rate · 80% quality floor · 10.92s p50

Clears the quality floor

Try task Create task route

Tool Selection and Argument Validation

71.0% pass rate · 80% quality floor · 1.85s p50

Below the quality floor

Try task Create task route

Unit-Test Case Generation

93.0% pass rate · 80% quality floor · 4.78s p50

Cheapest passing model

Try task Create task route

Zero-Downtime Schema Migration Planning

91.0% pass rate · 80% quality floor · 16.32s p50

Cheapest passing model

Try task Create task route

98.0% pass rate · 80% quality floor · 6.17s p50

Clears the quality floor

Try task Create task route

ASC 606 Revenue Recognition Review

28.0% pass rate · 80% quality floor · 18.11s p50

Below the quality floor

Try task Create task route

Bank-to-GL Reconciliation Explanation

65.0% pass rate · 80% quality floor · 12.84s p50

Below the quality floor

Try task Create task route

Budget Variance Narrative

100.0% pass rate · 80% quality floor · 2.57s p50

Clears the quality floor

Try task Create task route

85.0% pass rate · 80% quality floor · 1.40s p50

Clears the quality floor

Try task Create task route

Commercial Loan Covenant Monitoring

54.0% pass rate · 80% quality floor · 12.08s p50

Below the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 3.13s p50

Clears the quality floor

Try task Create task route

EBITDA Add-Back Identification

70.0% pass rate · 80% quality floor · 14.43s p50

Below the quality floor

Try task Create task route

95.0% pass rate · 80% quality floor · 1.36s p50

Clears the quality floor

Try task Create task route

Expense Policy Decision Explanation

83.0% pass rate · 80% quality floor · 1.74s p50

Cheapest passing model

Try task Create task route

69.0% pass rate · 80% quality floor · 1.47s p50

Below the quality floor

Try task Create task route

Fixed-Asset Depreciation Classification

88.0% pass rate · 80% quality floor · 3.35s p50

Cheapest passing model

Try task Create task route

Forecast-Narrator

99.0% pass rate · 80% quality floor · 5.38s p50

Clears the quality floor

Try task Create task route

Invoice Payment-Fraud Detection

100.0% pass rate · 80% quality floor · 11.07s p50

Clears the quality floor

Try task Create task route

86.0% pass rate · 80% quality floor · 2.41s p50

Clears the quality floor

Try task Create task route

53.0% pass rate · 80% quality floor · 16.28s p50

Below the quality floor

Try task Create task route

86.0% pass rate · 80% quality floor · 9.78s p50

Cheapest passing model

Try task Create task route

Thirteen-Week Cash-Flow Forecast

42.0% pass rate · 80% quality floor · 8.19s p50

Below the quality floor

Try task Create task route

Three-Way Match Discrepancy Resolution

88.0% pass rate · 80% quality floor · 7.78s p50

Clears the quality floor

Try task Create task route

Vendor Entity Deduplication

77.0% pass rate · 80% quality floor · 15.44s p50

Below the quality floor

Try task Create task route

Budget Transfer Agent

93.0% pass rate · 80% quality floor · 7.86s p50

Cheapest passing model

Try task Create task route

Cash Application Agent

81.0% pass rate · 80% quality floor · 5.35s p50

Cheapest passing model

Try task Create task route

Cash Position Agent

91.0% pass rate · 80% quality floor · 13.06s p50

Cheapest passing model

Try task Create task route

Collections Workflow Agent

85.0% pass rate · 80% quality floor · 15.04s p50

Cheapest passing model

Try task Create task route

Financial Variance Investigation Agent

88.0% pass rate · 80% quality floor · 16.83s p50

Cheapest passing model

Try task Create task route

Invoice Three-Way Match Agent

92.0% pass rate · 80% quality floor · 7.20s p50

Cheapest passing model

Try task Create task route

Month-End Close Agent

42.0% pass rate · 80% quality floor · 13.75s p50

Below the quality floor

Try task Create task route

Requisition-to-PO Agent

67.0% pass rate · 80% quality floor · 13.14s p50

Below the quality floor

Try task Create task route

Vendor Onboarding Agent

97.0% pass rate · 80% quality floor · 11.10s p50

Cheapest passing model

Try task Create task route

Claim Denial Appeal Drafting

100.0% pass rate · 80% quality floor · 6.79s p50

Clears the quality floor

Try task Create task route

Clinical Note SOAP Structuring

65.0% pass rate · 80% quality floor · 3.81s p50

Below the quality floor

Try task Create task route

Clinical Trial Eligibility Extraction

91.0% pass rate · 80% quality floor · 8.14s p50

Cheapest passing model

Try task Create task route

Dietary Allergy Menu Screening

94.0% pass rate · 80% quality floor · 1.32s p50

Clears the quality floor

Try task Create task route

Draft ICD-10 Code Suggestion

99.0% pass rate · 80% quality floor · 2.64s p50

Clears the quality floor

Try task Create task route

Elder-Care Daily Note Summary

99.0% pass rate · 80% quality floor · 3.30s p50

Clears the quality floor

Try task Create task route

Longitudinal Lab Trend Description

100.0% pass rate · 80% quality floor · 7.02s p50

Cheapest passing model

Try task Create task route

Patient-Friendly Result Explanation

100.0% pass rate · 80% quality floor · 2.17s p50

Clears the quality floor

Try task Create task route

Patient Satisfaction Complaint Classification

100.0% pass rate · 80% quality floor · 1.32s p50

Clears the quality floor

Try task Create task route

Prior Authorization Evidence Assembly

55.7% pass rate · 80% quality floor · 15.53s p50

Below the quality floor

Try task Create task route

All-Hands Question Moderation

57.0% pass rate · 80% quality floor · 2.53s p50

Below the quality floor

Try task Create task route

Behavioral Interview Question Generation

92.0% pass rate · 80% quality floor · 14.47s p50

Clears the quality floor

Try task Create task route

Employee Benefits Policy Q&A

73.0% pass rate · 80% quality floor · 2.25s p50

Below the quality floor

Try task Create task route

Employee Engagement Survey Theming

62.0% pass rate · 80% quality floor · 17.19s p50

Below the quality floor

Try task Create task route

Inclusive Job Description Review

56.3% pass rate · 80% quality floor · 19.53s p50

Below the quality floor

Try task Create task route

Internal Role Opportunity Matching

71.0% pass rate · 80% quality floor · 17.40s p50

Below the quality floor

Try task Create task route

Interview Feedback Standardization

92.7% pass rate · 80% quality floor · 14.75s p50

Cheapest passing model

Try task Create task route

Performance Review Bias Detection

99.0% pass rate · 80% quality floor · 12.04s p50

Clears the quality floor

Try task Create task route

Training Transcript Action Summary

100.0% pass rate · 80% quality floor · 4.62s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 15.47s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 2.06s p50

Clears the quality floor

Try task Create task route

Interview-Analyst

100.0% pass rate · 80% quality floor · 7.34s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 4.67s p50

Cheapest passing model

Try task Create task route

95.0% pass rate · 80% quality floor · 13.13s p50

Cheapest passing model

Try task Create task route

99.0% pass rate · 80% quality floor · 1.56s p50

Clears the quality floor

Try task Create task route

Offer-Architect

77.0% pass rate · 80% quality floor · 5.38s p50

Below the quality floor

Try task Create task route

92.0% pass rate · 80% quality floor · 4.24s p50

Clears the quality floor

Try task Create task route

Retention-Insight

88.0% pass rate · 80% quality floor · 21.27s p50

Clears the quality floor

Try task Create task route

45.4% pass rate · 80% quality floor · 19.07s p50

Below the quality floor

Try task Create task route

80.0% pass rate · 80% quality floor · 21.85s p50

Clears the quality floor

Try task Create task route

99.0% pass rate · 80% quality floor · 3.75s p50

Clears the quality floor

Try task Create task route

Access Request Agent

99.0% pass rate · 80% quality floor · 7.75s p50

Clears the quality floor

Try task Create task route

Backup Recovery Agent

92.0% pass rate · 80% quality floor · 13.34s p50

Cheapest passing model

Try task Create task route

Phishing Triage Agent

75.0% pass rate · 80% quality floor · 1.55s p50

Below the quality floor

Try task Create task route

SaaS License Reclamation Agent

75.0% pass rate · 80% quality floor · 13.60s p50

Below the quality floor

Try task Create task route

Security Alert Investigation Agent

98.0% pass rate · 80% quality floor · 16.49s p50

Clears the quality floor

Try task Create task route

AML Narrative Writer

95.0% pass rate · 80% quality floor · 8.43s p50

Clears the quality floor

Try task Create task route

Attorney-Client Privilege Triage

99.0% pass rate · 80% quality floor · 1.54s p50

Clears the quality floor

Try task Create task route

Bankruptcy Proof of Claim Auditor

99.0% pass rate · 80% quality floor · 2.32s p50

Clears the quality floor

Try task Create task route

Clause-Extractor

32.0% pass rate · 80% quality floor · 2.97s p50

Below the quality floor

Try task Create task route

Clinical Consent Form Requirement Check

88.0% pass rate · 80% quality floor · 14.23s p50

Cheapest passing model

Try task Create task route

97.0% pass rate · 80% quality floor · 13.20s p50

Cheapest passing model

Try task Create task route

Conflict of Interest Discloser

99.0% pass rate · 80% quality floor · 9.26s p50

Clears the quality floor

Try task Create task route

Construction Change Order Analyst

87.0% pass rate · 80% quality floor · 18.34s p50

Clears the quality floor

Try task Create task route

Corporate Minutes Public Redaction

62.0% pass rate · 80% quality floor · 3.49s p50

Below the quality floor

Try task Create task route

Corporate Minutes Redactor

56.0% pass rate · 80% quality floor · 3.82s p50

Below the quality floor

Try task Create task route

Court Transcript Fact Extractor

100.0% pass rate · 80% quality floor · 2.80s p50

Clears the quality floor

Try task Create task route

Customs HS Code Classifier

98.0% pass rate · 80% quality floor · 1.93s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 7.34s p50

Clears the quality floor

Try task Create task route

Digital Signature Audit Trail Verifier

95.0% pass rate · 80% quality floor · 5.56s p50

Clears the quality floor

Try task Create task route

Discovery Privilege Reviewer

100.0% pass rate · 80% quality floor · 2.06s p50

Clears the quality floor

Try task Create task route

Environmental Impact Report Synthesizer

93.0% pass rate · 80% quality floor · 18.03s p50

Clears the quality floor

Try task Create task route

43.0% pass rate · 80% quality floor · 4.57s p50

Below the quality floor

Try task Create task route

FCPA Expense Interaction Risk Classification

97.0% pass rate · 80% quality floor · 1.80s p50

Clears the quality floor

Try task Create task route

FDD Item 19 Summarizer

95.0% pass rate · 80% quality floor · 3.65s p50

Clears the quality floor

Try task Create task route

GDPR DPA Article 28 Validation

70.0% pass rate · 80% quality floor · 11.51s p50

Below the quality floor

Try task Create task route

Legalese-to-Plain

98.0% pass rate · 80% quality floor · 2.30s p50

Clears the quality floor

Try task Create task route

77.0% pass rate · 80% quality floor · 9.50s p50

Below the quality floor

Try task Create task route

Lobbying Disclosure Act Form Assistant

100.0% pass rate · 80% quality floor · 11.71s p50

Cheapest passing model

Try task Create task route

Media Rights Matrix Generator

90.0% pass rate · 80% quality floor · 2.89s p50

Clears the quality floor

Try task Create task route

Non-Profit Bylaw Checker

87.0% pass rate · 80% quality floor · 9.77s p50

Cheapest passing model

Try task Create task route

Open-Source License Compatibility Check

98.0% pass rate · 80% quality floor · 1.93s p50

Clears the quality floor

Try task Create task route

Patent Prior-Art Plain-Language Summary

100.0% pass rate · 80% quality floor · 7.59s p50

Clears the quality floor

Try task Create task route

PHI Exposure Detection in Audit Logs

78.0% pass rate · 80% quality floor · 2.75s p50

Below the quality floor

Try task Create task route

Precedent-Finder

99.0% pass rate · 80% quality floor · 4.64s p50

Clears the quality floor

Try task Create task route

55.0% pass rate · 80% quality floor · 15.55s p50

Below the quality floor

Try task Create task route

50.0% pass rate · 80% quality floor · 15.47s p50

Below the quality floor

Try task Create task route

Regulatory Alert De-Noiser

99.0% pass rate · 80% quality floor · 4.68s p50

Clears the quality floor

Try task Create task route

SaaS MSA Liability Redlining

73.0% pass rate · 80% quality floor · 18.03s p50

Below the quality floor

Try task Create task route

SEC Risk-Factor Change Detection

65.0% pass rate · 80% quality floor · 16.91s p50

Below the quality floor

Try task Create task route

Shareholder Resolution Sentiment Analyzer

100.0% pass rate · 80% quality floor · 4.30s p50

Clears the quality floor

Try task Create task route

Contract Intake Agent

79.2% pass rate · 80% quality floor · 1.61s p50

Below the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 1.46s p50

Clears the quality floor

Try task Create task route

Landing-Optimize

94.0% pass rate · 80% quality floor · 0.98s p50

Cheapest passing model

Try task Create task route

100.0% pass rate · 80% quality floor · 2.52s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 3.04s p50

Cheapest passing model

Try task Create task route

100.0% pass rate · 80% quality floor · 5.03s p50

Clears the quality floor

Try task Create task route

99.0% pass rate · 80% quality floor · 10.93s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 5.87s p50

Cheapest passing model

Try task Create task route

Document Assembly Agent

93.0% pass rate · 80% quality floor · 2.99s p50

Clears the quality floor

Try task Create task route

Inbox-to-Action Agent

89.0% pass rate · 80% quality floor · 13.14s p50

Cheapest passing model

Try task Create task route

Meeting Logistics Agent

98.0% pass rate · 80% quality floor · 4.80s p50

Clears the quality floor

Try task Create task route

Presentation Deck Agent

89.0% pass rate · 80% quality floor · 12.48s p50

Cheapest passing model

Try task Create task route

Project Status Sync Agent

63.0% pass rate · 80% quality floor · 10.92s p50

Below the quality floor

Try task Create task route

Spreadsheet Formula Repair Agent

99.0% pass rate · 80% quality floor · 4.82s p50

Clears the quality floor

Try task Create task route

97.0% pass rate · 80% quality floor · 2.39s p50

Clears the quality floor

Try task Create task route

96.0% pass rate · 80% quality floor · 8.74s p50

Clears the quality floor

Try task Create task route

98.0% pass rate · 80% quality floor · 1.75s p50

Clears the quality floor

Try task Create task route

99.0% pass rate · 80% quality floor · 1.79s p50

Clears the quality floor

Try task Create task route

95.0% pass rate · 80% quality floor · 8.19s p50

Cheapest passing model

Try task Create task route

30.0% pass rate · 80% quality floor · 1.46s p50

Below the quality floor

Try task Create task route

59.0% pass rate · 80% quality floor · 1.34s p50

Below the quality floor

Try task Create task route

74.0% pass rate · 80% quality floor · 15.84s p50

Below the quality floor

Try task Create task route

Benefits Eligibility Agent

95.0% pass rate · 80% quality floor · 10.27s p50

Cheapest passing model

Try task Create task route

Payroll Exception Agent

82.0% pass rate · 80% quality floor · 10.61s p50

Cheapest passing model

Try task Create task route

PTO Request Agent

63.0% pass rate · 80% quality floor · 7.48s p50

Below the quality floor

Try task Create task route

Role Transfer Agent

44.0% pass rate · 80% quality floor · 17.36s p50

Below the quality floor

Try task Create task route

Timesheet Compliance Agent

72.0% pass rate · 80% quality floor · 12.56s p50

Below the quality floor

Try task Create task route

98.0% pass rate · 80% quality floor · 4.78s p50

Clears the quality floor

Try task Create task route

73.0% pass rate · 80% quality floor · 3.11s p50

Below the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 2.93s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 7.51s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 4.67s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 1.64s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 2.52s p50

Cheapest passing model

Try task Create task route

100.0% pass rate · 80% quality floor · 5.16s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 5.46s p50

Clears the quality floor

Try task Create task route

83.0% pass rate · 80% quality floor · 1.29s p50

Cheapest passing model

Try task Create task route

100.0% pass rate · 80% quality floor · 5.89s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 3.27s p50

Clears the quality floor

Try task Create task route

99.0% pass rate · 80% quality floor · 5.65s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 1.97s p50

Clears the quality floor

Try task Create task route

100.0% pass rate · 80% quality floor · 8.23s p50

Cheapest passing model

Try task Create task route

100.0% pass rate · 80% quality floor · 2.13s p50

Clears the quality floor

Try task Create task route

60.0% pass rate · 80% quality floor · 8.38s p50

Below the quality floor

Try task Create task route

Churn Save Agent

100.0% pass rate · 80% quality floor · 9.05s p50

Cheapest passing model

Try task Create task route

CRM Deduplication Agent

71.0% pass rate · 80% quality floor · 15.24s p50

Below the quality floor

Try task Create task route

Lead Enrichment Agent

49.0% pass rate · 80% quality floor · 5.77s p50

Below the quality floor

Try task Create task route

Opportunity Hygiene Agent

58.0% pass rate · 80% quality floor · 7.95s p50

Below the quality floor

Try task Create task route

Quote Approval Agent

77.0% pass rate · 80% quality floor · 14.89s p50

Below the quality floor

Try task Create task route

Sales Follow-Up Agent

68.0% pass rate · 80% quality floor · 6.60s p50

Below the quality floor

Try task Create task route

Brand-Voice Rewrite

83.0% pass rate · 80% quality floor · 1.38s p50

Cheapest passing model

Try task Create task route

Constrained Ad-Copy Variant Generation

83.0% pass rate · 80% quality floor · 3.18s p50

Cheapest passing model

Try task Create task route

Customer Case-Study Drafting

99.0% pass rate · 80% quality floor · 5.13s p50

Clears the quality floor

Try task Create task route

Customer Health Signal Classification

70.0% pass rate · 80% quality floor · 1.85s p50

Below the quality floor

Try task Create task route

Email Unsubscribe Reason Classification

99.0% pass rate · 80% quality floor · 1.21s p50

Clears the quality floor

Try task Create task route

Lead Routing Explanation

97.0% pass rate · 80% quality floor · 1.49s p50

Clears the quality floor

Try task Create task route

Negative Product Review Response

100.0% pass rate · 80% quality floor · 1.94s p50

Clears the quality floor

Try task Create task route

Prospect Trigger Summary

100.0% pass rate · 80% quality floor · 3.93s p50

Clears the quality floor

Try task Create task route

RFP Executive Summary

99.0% pass rate · 80% quality floor · 7.92s p50

Cheapest passing model

Try task Create task route

Sales Objection Classification

100.0% pass rate · 80% quality floor · 1.34s p50

Clears the quality floor

Try task Create task route

Strategic Account Plan Synthesis

42.0% pass rate · 80% quality floor · 20.63s p50

Below the quality floor

Try task Create task route

CI Failure Repair Agent

98.0% pass rate · 80% quality floor · 8.03s p50

Cheapest passing model

Try task Create task route

Database Performance Agent

90.0% pass rate · 80% quality floor · 17.74s p50

Cheapest passing model

Try task Create task route

Data Pipeline Recovery Agent

96.9% pass rate · 80% quality floor · 13.29s p50

Cheapest passing model

Try task Create task route

Dependency Upgrade Agent

28.0% pass rate · 80% quality floor · 18.89s p50

Below the quality floor

Try task Create task route

Flaky Test Remediation Agent

91.0% pass rate · 80% quality floor · 16.71s p50

Cheapest passing model

Try task Create task route

Repository Issue Resolution Agent

1.1% pass rate · 80% quality floor · 6.58s p50

Below the quality floor

Try task Create task route

Playground and routes select qualified candidates for the task; they do not pin this model.

Price by provider

USD per 1M tokens. Input / output prices, with no markup.
Provider	Input	Output	Observed
Neurometric Configured deployment price	$2.5	$15	10/2/2026, 7:17:02 PM UTC
OpenRouter Observed router listing	$2.5	$15	10/2/2026, 8:00:06 PM UTC
TrustedRouter Observed router listing	$2.6375	$15.825	10/2/2026, 8:00:10 PM UTC