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Mid · 235B (22B active)

Qwen3 235B A22B

Published evidence on 259 tasks. Inspect each benchmark before choosing a route.

Published task evidence

Account Recovery Agent

68.0% pass rate · 80% quality floor · 13.16s p50

Below the quality floor

Try task Create task route

Airline Itinerary Change Agent

40.0% pass rate · 80% quality floor · 18.42s p50

Below the quality floor

Try task Create task route

Appointment Management Agent

37.0% pass rate · 80% quality floor · 18.13s p50

Below the quality floor

Try task Create task route

Delivery Exception Agent

44.0% pass rate · 80% quality floor · 9.31s p50

Below the quality floor

Try task Create task route

Order Change Agent

56.0% pass rate · 80% quality floor · 6.81s p50

Below the quality floor

Try task Create task route

Refund Resolution Agent

50.0% pass rate · 80% quality floor · 9.40s p50

Below the quality floor

Try task Create task route

Return RMA Agent

38.0% pass rate · 80% quality floor · 8.13s p50

Below the quality floor

Try task Create task route

Service Incident Support Agent

49.0% pass rate · 80% quality floor · 20.01s p50

Below the quality floor

Try task Create task route

Subscription Change Agent

29.0% pass rate · 80% quality floor · 15.42s p50

Below the quality floor

Try task Create task route

Telecom Plan Service Agent

29.0% pass rate · 80% quality floor · 15.34s p50

Below the quality floor

Try task Create task route

90.0% pass rate · 80% quality floor · 9.02s p50

Clears the quality floor

Try task Create task route

54.0% pass rate · 80% quality floor · 6.47s p50

Below the quality floor

Try task Create task route

Feature-Adopter

8.0% pass rate · 80% quality floor · 2.67s p50

Below the quality floor

Try task Create task route

1.0% pass rate · 80% quality floor · 14.74s p50

Below the quality floor

Try task Create task route

82.0% pass rate · 80% quality floor · 6.03s p50

Clears the quality floor

Try task Create task route

69.0% pass rate · 80% quality floor · 4.65s p50

Below the quality floor

Try task Create task route

Milestone-Check

16.0% pass rate · 80% quality floor · 6.90s p50

Below the quality floor

Try task Create task route

64.0% pass rate · 80% quality floor · 8.02s p50

Below the quality floor

Try task Create task route

1.0% pass rate · 80% quality floor · 15.29s p50

Below the quality floor

Try task Create task route

34.0% pass rate · 80% quality floor · 4.32s p50

Below the quality floor

Try task Create task route

92.0% pass rate · 80% quality floor · 1.76s p50

Clears the quality floor

Try task Create task route

13.0% pass rate · 80% quality floor · 5.68s p50

Below the quality floor

Try task Create task route

62.0% pass rate · 80% quality floor · 0.63s p50

Below the quality floor

Try task Create task route

99.0% pass rate · 80% quality floor · 1.12s p50

Clears the quality floor

Try task Create task route

97.0% pass rate · 80% quality floor · 1.96s p50

Clears the quality floor

Try task Create task route

98.0% pass rate · 80% quality floor · 0.53s p50

Clears the quality floor

Try task Create task route

26.0% pass rate · 80% quality floor · 8.52s p50

Below the quality floor

Try task Create task route

81.0% pass rate · 80% quality floor · 15.42s p50

Cheapest passing model

Try task Create task route

77.0% pass rate · 80% quality floor · 0.61s p50

Below the quality floor

Try task Create task route

38.0% pass rate · 80% quality floor · 5.06s p50

Below the quality floor

Try task Create task route

Cobol-to-Python

79.0% pass rate · 80% quality floor · 1.37s p50

Below the quality floor

Try task Create task route

Code-Refactorer

76.0% pass rate · 80% quality floor · 2.35s p50

Below the quality floor

Try task Create task route

28.0% pass rate · 80% quality floor · 7.97s p50

Below the quality floor

Try task Create task route

44.0% pass rate · 80% quality floor · 4.08s p50

Below the quality floor

Try task Create task route

26.5% pass rate · 80% quality floor · 5.61s p50

Below the quality floor

Try task Create task route

79.0% pass rate · 80% quality floor · 4.28s p50

Below the quality floor

Try task Create task route

71.0% pass rate · 80% quality floor · 0.52s p50

Below the quality floor

Try task Create task route

52.0% pass rate · 80% quality floor · 9.59s p50

Below the quality floor

Try task Create task route

59.0% pass rate · 80% quality floor · 1.47s p50

Below the quality floor

Try task Create task route

10.0% pass rate · 80% quality floor · 1.13s p50

Below the quality floor

Try task Create task route

84.0% pass rate · 80% quality floor · 2.00s p50

Cheapest passing model

Try task Create task route

77.0% pass rate · 80% quality floor · 4.39s p50

Below the quality floor

Try task Create task route

12.0% pass rate · 80% quality floor · 4.85s p50

Below the quality floor

Try task Create task route

27.0% pass rate · 80% quality floor · 4.27s p50

Below the quality floor

Try task Create task route

63.0% pass rate · 80% quality floor · 3.92s p50

Below the quality floor

Try task Create task route

Profile-Builder

4.0% pass rate · 80% quality floor · 2.17s p50

Below the quality floor

Try task Create task route

26.0% pass rate · 80% quality floor · 3.50s p50

Below the quality floor

Try task Create task route

51.0% pass rate · 80% quality floor · 1.18s p50

Below the quality floor

Try task Create task route

54.0% pass rate · 80% quality floor · 19.94s p50

Below the quality floor

Try task Create task route

31.0% pass rate · 80% quality floor · 2.19s p50

Below the quality floor

Try task Create task route

B2B Catalog Schema Mapping

33.0% pass rate · 80% quality floor · 19.15s p50

Below the quality floor

Try task Create task route

Counterfeit Listing Detection

82.0% pass rate · 80% quality floor · 14.73s p50

Clears the quality floor

Try task Create task route

Delivery Exception Explanation

69.0% pass rate · 80% quality floor · 3.25s p50

Below the quality floor

Try task Create task route

Good-Better-Best Product Comparison

17.0% pass rate · 80% quality floor · 14.11s p50

Below the quality floor

Try task Create task route

Inventory Stock-Out Explanation

78.0% pass rate · 80% quality floor · 12.43s p50

Below the quality floor

Try task Create task route

Last-Mile Instruction Clarification

62.0% pass rate · 80% quality floor · 1.79s p50

Below the quality floor

Try task Create task route

Natural-Language Product Filter Extraction

76.0% pass rate · 80% quality floor · 0.79s p50

Below the quality floor

Try task Create task route

Product Attribute Tagging

36.0% pass rate · 80% quality floor · 0.86s p50

Below the quality floor

Try task Create task route

Return Abuse Risk Triage

83.0% pass rate · 80% quality floor · 0.70s p50

Cheapest passing model

Try task Create task route

Vulnerability Disclosure Intake Summary

89.0% pass rate · 80% quality floor · 4.24s p50

Cheapest passing model

Try task Create task route

Warehouse Near-Miss Theme Summary

0.0% pass rate · 80% quality floor · 8.88s p50

Below the quality floor

Try task Create task route

Wholesale Credit Application Extraction

15.0% pass rate · 80% quality floor · 6.49s p50

Below the quality floor

Try task Create task route

Chapter Glossary Extraction

15.0% pass rate · 80% quality floor · 5.01s p50

Below the quality floor

Try task Create task route

Constructive Student Feedback Rewrite

89.0% pass rate · 80% quality floor · 1.82s p50

Clears the quality floor

Try task Create task route

Interest-Based Math Problem Generation

64.0% pass rate · 80% quality floor · 5.27s p50

Below the quality floor

Try task Create task route

Measurable IEP Goal Drafting

3.0% pass rate · 80% quality floor · 4.13s p50

Below the quality floor

Try task Create task route

Multiple-Choice Distractor Generation

52.0% pass rate · 80% quality floor · 2.05s p50

Below the quality floor

Try task Create task route

Parent-Teacher Conference Summary

21.0% pass rate · 80% quality floor · 6.39s p50

Below the quality floor

Try task Create task route

Reading-Level Adjustment

85.0% pass rate · 80% quality floor · 1.27s p50

Clears the quality floor

Try task Create task route

Scholarship Eligibility Screening

24.0% pass rate · 80% quality floor · 1.07s p50

Below the quality floor

Try task Create task route

Source-Grounded Flashcard Generation

72.0% pass rate · 80% quality floor · 3.00s p50

Below the quality floor

Try task Create task route

Standards-Aligned Lesson Plan Generation

8.0% pass rate · 80% quality floor · 11.52s p50

Below the quality floor

Try task Create task route

Syllabus Policy Compliance Check

68.0% pass rate · 80% quality floor · 17.02s p50

Below the quality floor

Try task Create task route

74.0% pass rate · 80% quality floor · 12.22s p50

Below the quality floor

Try task Create task route

63.0% pass rate · 80% quality floor · 12.35s p50

Below the quality floor

Try task Create task route

30.0% pass rate · 80% quality floor · 5.92s p50

Below the quality floor

Try task Create task route

64.0% pass rate · 80% quality floor · 2.46s p50

Below the quality floor

Try task Create task route

0.0% pass rate · 80% quality floor · 12.82s p50

Below the quality floor

Try task Create task route

53.0% pass rate · 80% quality floor · 2.52s p50

Below the quality floor

Try task Create task route

Customer-Facing Release Note Synthesis

6.0% pass rate · 80% quality floor · 6.22s p50

Below the quality floor

Try task Create task route

Duplicate Engineering Ticket Detection

90.2% pass rate · 80% quality floor · 20.29s p50

Clears the quality floor

Try task Create task route

Kubernetes Resource Recommendation

31.6% pass rate · 80% quality floor · 29.32s p50

Below the quality floor

Try task Create task route

Load-Test Breaking-Point Summary

0.0% pass rate · 80% quality floor · 10.69s p50

Below the quality floor

Try task Create task route

OpenAPI Breaking-Change Detection

80.0% pass rate · 80% quality floor · 19.90s p50

Cheapest passing model

Try task Create task route

PII Logging Risk Review

72.0% pass rate · 80% quality floor · 21.00s p50

Below the quality floor

Try task Create task route

Product Requirement Ambiguity Detection

91.8% pass rate · 80% quality floor · 17.80s p50

Clears the quality floor

Try task Create task route

SQL Query Performance Diagnosis

32.0% pass rate · 80% quality floor · 19.94s p50

Below the quality floor

Try task Create task route

Stack-Trace Error Deduplication

89.0% pass rate · 80% quality floor · 6.06s p50

Clears the quality floor

Try task Create task route

Terraform Security Misconfiguration Detection

81.0% pass rate · 80% quality floor · 23.05s p50

Cheapest passing model

Try task Create task route

Tool Selection and Argument Validation

42.0% pass rate · 80% quality floor · 1.73s p50

Below the quality floor

Try task Create task route

Unit-Test Case Generation

55.0% pass rate · 80% quality floor · 11.25s p50

Below the quality floor

Try task Create task route

Zero-Downtime Schema Migration Planning

10.0% pass rate · 80% quality floor · 21.21s p50

Below the quality floor

Try task Create task route

73.0% pass rate · 80% quality floor · 7.91s p50

Below the quality floor

Try task Create task route

ASC 606 Revenue Recognition Review

4.0% pass rate · 80% quality floor · 27.65s p50

Below the quality floor

Try task Create task route

Bank-to-GL Reconciliation Explanation

20.0% pass rate · 80% quality floor · 25.30s p50

Below the quality floor

Try task Create task route

Budget Variance Narrative

50.0% pass rate · 80% quality floor · 5.34s p50

Below the quality floor

Try task Create task route

75.0% pass rate · 80% quality floor · 0.64s p50

Below the quality floor

Try task Create task route

Commercial Loan Covenant Monitoring

43.0% pass rate · 80% quality floor · 21.22s p50

Below the quality floor

Try task Create task route

53.0% pass rate · 80% quality floor · 4.82s p50

Below the quality floor

Try task Create task route

EBITDA Add-Back Identification

52.0% pass rate · 80% quality floor · 22.41s p50

Below the quality floor

Try task Create task route

76.0% pass rate · 80% quality floor · 0.71s p50

Below the quality floor

Try task Create task route

Expense Policy Decision Explanation

24.0% pass rate · 80% quality floor · 0.86s p50

Below the quality floor

Try task Create task route

18.0% pass rate · 80% quality floor · 1.48s p50

Below the quality floor

Try task Create task route

Fixed-Asset Depreciation Classification

75.0% pass rate · 80% quality floor · 3.41s p50

Below the quality floor

Try task Create task route

Forecast-Narrator

11.0% pass rate · 80% quality floor · 8.45s p50

Below the quality floor

Try task Create task route

Invoice Payment-Fraud Detection

74.0% pass rate · 80% quality floor · 16.32s p50

Below the quality floor

Try task Create task route

94.0% pass rate · 80% quality floor · 2.90s p50

Clears the quality floor

Try task Create task route

26.0% pass rate · 80% quality floor · 21.88s p50

Below the quality floor

Try task Create task route

43.0% pass rate · 80% quality floor · 20.11s p50

Below the quality floor

Try task Create task route

Thirteen-Week Cash-Flow Forecast

10.0% pass rate · 80% quality floor · 24.47s p50

Below the quality floor

Try task Create task route

Three-Way Match Discrepancy Resolution

76.0% pass rate · 80% quality floor · 18.35s p50

Below the quality floor

Try task Create task route

Vendor Entity Deduplication

56.0% pass rate · 80% quality floor · 34.97s p50

Below the quality floor

Try task Create task route

Budget Transfer Agent

64.0% pass rate · 80% quality floor · 9.91s p50

Below the quality floor

Try task Create task route

Cash Application Agent

71.0% pass rate · 80% quality floor · 10.52s p50

Below the quality floor

Try task Create task route

Cash Position Agent

49.0% pass rate · 80% quality floor · 16.18s p50

Below the quality floor

Try task Create task route

Collections Workflow Agent

44.0% pass rate · 80% quality floor · 16.11s p50

Below the quality floor

Try task Create task route

Financial Variance Investigation Agent

16.0% pass rate · 80% quality floor · 17.67s p50

Below the quality floor

Try task Create task route

Invoice Three-Way Match Agent

76.0% pass rate · 80% quality floor · 15.34s p50

Below the quality floor

Try task Create task route

Month-End Close Agent

56.0% pass rate · 80% quality floor · 15.46s p50

Below the quality floor

Try task Create task route

Requisition-to-PO Agent

29.0% pass rate · 80% quality floor · 15.51s p50

Below the quality floor

Try task Create task route

Vendor Onboarding Agent

70.7% pass rate · 80% quality floor · 10.63s p50

Below the quality floor

Try task Create task route

Claim Denial Appeal Drafting

55.0% pass rate · 80% quality floor · 10.40s p50

Below the quality floor

Try task Create task route

Clinical Note SOAP Structuring

23.0% pass rate · 80% quality floor · 6.78s p50

Below the quality floor

Try task Create task route

Clinical Trial Eligibility Extraction

63.0% pass rate · 80% quality floor · 17.99s p50

Below the quality floor

Try task Create task route

Dietary Allergy Menu Screening

89.0% pass rate · 80% quality floor · 0.70s p50

Clears the quality floor

Try task Create task route

Draft ICD-10 Code Suggestion

76.0% pass rate · 80% quality floor · 3.70s p50

Below the quality floor

Try task Create task route

Elder-Care Daily Note Summary

68.0% pass rate · 80% quality floor · 4.39s p50

Below the quality floor

Try task Create task route

Longitudinal Lab Trend Description

18.0% pass rate · 80% quality floor · 9.01s p50

Below the quality floor

Try task Create task route

Patient-Friendly Result Explanation

87.0% pass rate · 80% quality floor · 4.02s p50

Clears the quality floor

Try task Create task route

Patient Satisfaction Complaint Classification

98.0% pass rate · 80% quality floor · 0.76s p50

Clears the quality floor

Try task Create task route

Prior Authorization Evidence Assembly

10.3% pass rate · 80% quality floor · 20.04s p50

Below the quality floor

Try task Create task route

All-Hands Question Moderation

11.0% pass rate · 80% quality floor · 1.33s p50

Below the quality floor

Try task Create task route

Behavioral Interview Question Generation

69.0% pass rate · 80% quality floor · 25.11s p50

Below the quality floor

Try task Create task route

Employee Benefits Policy Q&A

25.0% pass rate · 80% quality floor · 2.88s p50

Below the quality floor

Try task Create task route

Employee Engagement Survey Theming

11.0% pass rate · 80% quality floor · 32.77s p50

Below the quality floor

Try task Create task route

Inclusive Job Description Review

82.3% pass rate · 80% quality floor · 35.55s p50

Cheapest passing model

Try task Create task route

Internal Role Opportunity Matching

46.0% pass rate · 80% quality floor · 39.85s p50

Below the quality floor

Try task Create task route

Interview Feedback Standardization

49.0% pass rate · 80% quality floor · 23.21s p50

Below the quality floor

Try task Create task route

Performance Review Bias Detection

96.0% pass rate · 80% quality floor · 23.73s p50

Clears the quality floor

Try task Create task route

Training Transcript Action Summary

31.0% pass rate · 80% quality floor · 7.70s p50

Below the quality floor

Try task Create task route

68.0% pass rate · 80% quality floor · 21.68s p50

Below the quality floor

Try task Create task route

89.0% pass rate · 80% quality floor · 1.50s p50

Clears the quality floor

Try task Create task route

Interview-Analyst

99.0% pass rate · 80% quality floor · 6.68s p50

Clears the quality floor

Try task Create task route

6.0% pass rate · 80% quality floor · 7.56s p50

Below the quality floor

Try task Create task route

64.0% pass rate · 80% quality floor · 21.43s p50

Below the quality floor

Try task Create task route

90.0% pass rate · 80% quality floor · 1.68s p50

Clears the quality floor

Try task Create task route

Offer-Architect

6.0% pass rate · 80% quality floor · 10.26s p50

Below the quality floor

Try task Create task route

18.0% pass rate · 80% quality floor · 8.19s p50

Below the quality floor

Try task Create task route

Retention-Insight

45.0% pass rate · 80% quality floor · 20.88s p50

Below the quality floor

Try task Create task route

63.9% pass rate · 80% quality floor · 18.57s p50

Below the quality floor

Try task Create task route

61.0% pass rate · 80% quality floor · 13.10s p50

Below the quality floor

Try task Create task route

39.0% pass rate · 80% quality floor · 4.60s p50

Below the quality floor

Try task Create task route

Access Request Agent

82.0% pass rate · 80% quality floor · 9.21s p50

Cheapest passing model

Try task Create task route

Backup Recovery Agent

7.0% pass rate · 80% quality floor · 11.91s p50

Below the quality floor

Try task Create task route

Phishing Triage Agent

76.0% pass rate · 80% quality floor · 0.71s p50

Below the quality floor

Try task Create task route

SaaS License Reclamation Agent

54.0% pass rate · 80% quality floor · 14.91s p50

Below the quality floor

Try task Create task route

Security Alert Investigation Agent

87.0% pass rate · 80% quality floor · 14.02s p50

Clears the quality floor

Try task Create task route

AML Narrative Writer

63.0% pass rate · 80% quality floor · 11.45s p50

Below the quality floor

Try task Create task route

Attorney-Client Privilege Triage

91.0% pass rate · 80% quality floor · 0.98s p50

Clears the quality floor

Try task Create task route

Bankruptcy Proof of Claim Auditor

100.0% pass rate · 80% quality floor · 3.69s p50

Clears the quality floor

Try task Create task route

Clause-Extractor

31.0% pass rate · 80% quality floor · 3.31s p50

Below the quality floor

Try task Create task route

Clinical Consent Form Requirement Check

29.0% pass rate · 80% quality floor · 27.08s p50

Below the quality floor

Try task Create task route

58.0% pass rate · 80% quality floor · 13.39s p50

Below the quality floor

Try task Create task route

Conflict of Interest Discloser

98.0% pass rate · 80% quality floor · 10.20s p50

Clears the quality floor

Try task Create task route

Construction Change Order Analyst

95.0% pass rate · 80% quality floor · 15.78s p50

Clears the quality floor

Try task Create task route

Corporate Minutes Public Redaction

41.0% pass rate · 80% quality floor · 8.84s p50

Below the quality floor

Try task Create task route

Corporate Minutes Redactor

45.0% pass rate · 80% quality floor · 6.60s p50

Below the quality floor

Try task Create task route

Court Transcript Fact Extractor

98.0% pass rate · 80% quality floor · 3.39s p50

Clears the quality floor

Try task Create task route

Customs HS Code Classifier

70.0% pass rate · 80% quality floor · 1.54s p50

Below the quality floor

Try task Create task route

18.0% pass rate · 80% quality floor · 8.00s p50

Below the quality floor

Try task Create task route

Digital Signature Audit Trail Verifier

79.0% pass rate · 80% quality floor · 11.90s p50

Below the quality floor

Try task Create task route

Discovery Privilege Reviewer

93.0% pass rate · 80% quality floor · 1.43s p50

Clears the quality floor

Try task Create task route

Environmental Impact Report Synthesizer

84.0% pass rate · 80% quality floor · 14.47s p50

Clears the quality floor

Try task Create task route

22.0% pass rate · 80% quality floor · 9.70s p50

Below the quality floor

Try task Create task route

FCPA Expense Interaction Risk Classification

90.0% pass rate · 80% quality floor · 1.14s p50

Cheapest passing model

Try task Create task route

FDD Item 19 Summarizer

95.0% pass rate · 80% quality floor · 4.91s p50

Clears the quality floor

Try task Create task route

GDPR DPA Article 28 Validation

26.0% pass rate · 80% quality floor · 4.54s p50

Below the quality floor

Try task Create task route

Legalese-to-Plain

64.0% pass rate · 80% quality floor · 1.84s p50

Below the quality floor

Try task Create task route

1.0% pass rate · 80% quality floor · 15.19s p50

Below the quality floor

Try task Create task route

Lobbying Disclosure Act Form Assistant

58.0% pass rate · 80% quality floor · 12.77s p50

Below the quality floor

Try task Create task route

Media Rights Matrix Generator

68.0% pass rate · 80% quality floor · 3.15s p50

Below the quality floor

Try task Create task route

Non-Profit Bylaw Checker

67.0% pass rate · 80% quality floor · 13.64s p50

Below the quality floor

Try task Create task route

Open-Source License Compatibility Check

91.0% pass rate · 80% quality floor · 0.97s p50

Clears the quality floor

Try task Create task route

Patent Prior-Art Plain-Language Summary

24.0% pass rate · 80% quality floor · 8.02s p50

Below the quality floor

Try task Create task route

PHI Exposure Detection in Audit Logs

49.0% pass rate · 80% quality floor · 5.52s p50

Below the quality floor

Try task Create task route

Precedent-Finder

82.0% pass rate · 80% quality floor · 4.71s p50

Cheapest passing model

Try task Create task route

58.0% pass rate · 80% quality floor · 15.56s p50

Below the quality floor

Try task Create task route

55.0% pass rate · 80% quality floor · 19.13s p50

Below the quality floor

Try task Create task route

Regulatory Alert De-Noiser

99.0% pass rate · 80% quality floor · 3.83s p50

Clears the quality floor

Try task Create task route

SaaS MSA Liability Redlining

37.0% pass rate · 80% quality floor · 14.56s p50

Below the quality floor

Try task Create task route

SEC Risk-Factor Change Detection

71.0% pass rate · 80% quality floor · 32.74s p50

Below the quality floor

Try task Create task route

Shareholder Resolution Sentiment Analyzer

97.0% pass rate · 80% quality floor · 6.77s p50

Clears the quality floor

Try task Create task route

Contract Intake Agent

43.8% pass rate · 80% quality floor · 0.79s p50

Below the quality floor

Try task Create task route

93.0% pass rate · 80% quality floor · 0.86s p50

Clears the quality floor

Try task Create task route

Landing-Optimize

69.0% pass rate · 80% quality floor · 0.32s p50

Below the quality floor

Try task Create task route

29.0% pass rate · 80% quality floor · 3.16s p50

Below the quality floor

Try task Create task route

20.0% pass rate · 80% quality floor · 5.07s p50

Below the quality floor

Try task Create task route

31.0% pass rate · 80% quality floor · 7.43s p50

Below the quality floor

Try task Create task route

86.0% pass rate · 80% quality floor · 9.06s p50

Clears the quality floor

Try task Create task route

45.0% pass rate · 80% quality floor · 4.39s p50

Below the quality floor

Try task Create task route

Document Assembly Agent

87.0% pass rate · 80% quality floor · 4.51s p50

Clears the quality floor

Try task Create task route

Inbox-to-Action Agent

52.0% pass rate · 80% quality floor · 10.78s p50

Below the quality floor

Try task Create task route

Meeting Logistics Agent

19.0% pass rate · 80% quality floor · 5.91s p50

Below the quality floor

Try task Create task route

Presentation Deck Agent

5.0% pass rate · 80% quality floor · 12.11s p50

Below the quality floor

Try task Create task route

Project Status Sync Agent

47.0% pass rate · 80% quality floor · 11.81s p50

Below the quality floor

Try task Create task route

Spreadsheet Formula Repair Agent

84.0% pass rate · 80% quality floor · 10.71s p50

Clears the quality floor

Try task Create task route

90.0% pass rate · 80% quality floor · 1.88s p50

Clears the quality floor

Try task Create task route

73.0% pass rate · 80% quality floor · 17.16s p50

Below the quality floor

Try task Create task route

92.0% pass rate · 80% quality floor · 1.31s p50

Clears the quality floor

Try task Create task route

87.0% pass rate · 80% quality floor · 1.85s p50

Clears the quality floor

Try task Create task route

24.0% pass rate · 80% quality floor · 6.66s p50

Below the quality floor

Try task Create task route

26.0% pass rate · 80% quality floor · 0.69s p50

Below the quality floor

Try task Create task route

52.0% pass rate · 80% quality floor · 0.66s p50

Below the quality floor

Try task Create task route

2.0% pass rate · 80% quality floor · 10.96s p50

Below the quality floor

Try task Create task route

Benefits Eligibility Agent

54.0% pass rate · 80% quality floor · 9.25s p50

Below the quality floor

Try task Create task route

Payroll Exception Agent

28.0% pass rate · 80% quality floor · 14.96s p50

Below the quality floor

Try task Create task route

PTO Request Agent

44.0% pass rate · 80% quality floor · 10.04s p50

Below the quality floor

Try task Create task route

Role Transfer Agent

39.0% pass rate · 80% quality floor · 14.77s p50

Below the quality floor

Try task Create task route

Timesheet Compliance Agent

36.0% pass rate · 80% quality floor · 12.98s p50

Below the quality floor

Try task Create task route

68.0% pass rate · 80% quality floor · 4.13s p50

Below the quality floor

Try task Create task route

62.0% pass rate · 80% quality floor · 2.88s p50

Below the quality floor

Try task Create task route

98.0% pass rate · 80% quality floor · 2.59s p50

Clears the quality floor

Try task Create task route

74.0% pass rate · 80% quality floor · 4.36s p50

Below the quality floor

Try task Create task route

65.0% pass rate · 80% quality floor · 7.27s p50

Below the quality floor

Try task Create task route

90.0% pass rate · 80% quality floor · 2.46s p50

Clears the quality floor

Try task Create task route

73.0% pass rate · 80% quality floor · 2.57s p50

Below the quality floor

Try task Create task route

81.0% pass rate · 80% quality floor · 7.78s p50

Clears the quality floor

Try task Create task route

14.0% pass rate · 80% quality floor · 9.00s p50

Below the quality floor

Try task Create task route

71.0% pass rate · 80% quality floor · 0.76s p50

Below the quality floor

Try task Create task route

54.0% pass rate · 80% quality floor · 12.52s p50

Below the quality floor

Try task Create task route

19.0% pass rate · 80% quality floor · 4.93s p50

Below the quality floor

Try task Create task route

28.0% pass rate · 80% quality floor · 10.34s p50

Below the quality floor

Try task Create task route

61.0% pass rate · 80% quality floor · 2.39s p50

Below the quality floor

Try task Create task route

4.0% pass rate · 80% quality floor · 10.22s p50

Below the quality floor

Try task Create task route

64.0% pass rate · 80% quality floor · 4.27s p50

Below the quality floor

Try task Create task route

42.0% pass rate · 80% quality floor · 16.91s p50

Below the quality floor

Try task Create task route

Churn Save Agent

34.0% pass rate · 80% quality floor · 13.90s p50

Below the quality floor

Try task Create task route

CRM Deduplication Agent

27.0% pass rate · 80% quality floor · 25.73s p50

Below the quality floor

Try task Create task route

Lead Enrichment Agent

32.0% pass rate · 80% quality floor · 12.38s p50

Below the quality floor

Try task Create task route

Opportunity Hygiene Agent

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

Below the quality floor

Try task Create task route

Quote Approval Agent

32.0% pass rate · 80% quality floor · 25.06s p50

Below the quality floor

Try task Create task route

Sales Follow-Up Agent

9.0% pass rate · 80% quality floor · 13.33s p50

Below the quality floor

Try task Create task route

Brand-Voice Rewrite

49.0% pass rate · 80% quality floor · 1.17s p50

Below the quality floor

Try task Create task route

Constrained Ad-Copy Variant Generation

5.0% pass rate · 80% quality floor · 4.23s p50

Below the quality floor

Try task Create task route

Customer Case-Study Drafting

37.0% pass rate · 80% quality floor · 6.68s p50

Below the quality floor

Try task Create task route

Customer Health Signal Classification

69.0% pass rate · 80% quality floor · 0.86s p50

Below the quality floor

Try task Create task route

Email Unsubscribe Reason Classification

96.0% pass rate · 80% quality floor · 0.78s p50

Clears the quality floor

Try task Create task route

Lead Routing Explanation

94.0% pass rate · 80% quality floor · 1.12s p50

Clears the quality floor

Try task Create task route

Negative Product Review Response

97.0% pass rate · 80% quality floor · 2.22s p50

Clears the quality floor

Try task Create task route

Prospect Trigger Summary

80.0% pass rate · 80% quality floor · 7.28s p50

Clears the quality floor

Try task Create task route

RFP Executive Summary

45.8% pass rate · 80% quality floor · 14.33s p50

Below the quality floor

Try task Create task route

Sales Objection Classification

85.0% pass rate · 80% quality floor · 0.75s p50

Clears the quality floor

Try task Create task route

Strategic Account Plan Synthesis

0.0% pass rate · 80% quality floor · 31.17s p50

Below the quality floor

Try task Create task route

CI Failure Repair Agent

68.0% pass rate · 80% quality floor · 9.61s p50

Below the quality floor

Try task Create task route

Database Performance Agent

46.0% pass rate · 80% quality floor · 15.22s p50

Below the quality floor

Try task Create task route

Data Pipeline Recovery Agent

64.6% pass rate · 80% quality floor · 11.58s p50

Below the quality floor

Try task Create task route

Dependency Upgrade Agent

26.0% pass rate · 80% quality floor · 16.84s p50

Below the quality floor

Try task Create task route

Flaky Test Remediation Agent

34.0% pass rate · 80% quality floor · 14.75s p50

Below the quality floor

Try task Create task route

Repository Issue Resolution Agent

48.9% pass rate · 80% quality floor · 9.17s 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	$0.22	$0.88	10/2/2026, 7:17:02 PM UTC
OpenRouter Observed router listing	$0.0875	$0.35	10/2/2026, 8:00:07 PM UTC
TrustedRouter Observed router listing	$0.211	$0.9284	10/2/2026, 8:00:10 PM UTC