Small · 8B

Ministral 8B Instruct 2410

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

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Published task evidence

Account Recovery Agent

50.0% pass rate · 80% quality floor · 11.59s p50

Below the quality floor

Try task Create task route

Airline Itinerary Change Agent

30.0% pass rate · 80% quality floor · 28.43s p50

Below the quality floor

Try task Create task route

Appointment Management Agent

13.0% pass rate · 80% quality floor · 24.95s p50

Below the quality floor

Try task Create task route

Delivery Exception Agent

34.0% pass rate · 80% quality floor · 24.20s p50

Below the quality floor

Try task Create task route

Order Change Agent

55.0% pass rate · 80% quality floor · 15.25s p50

Below the quality floor

Try task Create task route

Refund Resolution Agent

26.0% pass rate · 80% quality floor · 24.85s p50

Below the quality floor

Try task Create task route

Return RMA Agent

13.0% pass rate · 80% quality floor · 24.52s p50

Below the quality floor

Try task Create task route

Service Incident Support Agent

36.0% pass rate · 80% quality floor · 30.41s p50

Below the quality floor

Try task Create task route

Subscription Change Agent

13.0% pass rate · 80% quality floor · 22.64s p50

Below the quality floor

Try task Create task route

Telecom Plan Service Agent

38.0% pass rate · 80% quality floor · 27.57s p50

Below the quality floor

Try task Create task route

Account-Pulse

70.0% pass rate · 80% quality floor · 10.89s p50

Below the quality floor

Try task Create task route

CSM-Summary

98.0% pass rate · 80% quality floor · 10.69s p50

Cheapest passing model

Try task Create task route

Feature-Adopter

8.0% pass rate · 80% quality floor · 5.81s p50

Below the quality floor

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Goal-Setter

29.0% pass rate · 80% quality floor · 21.24s p50

Below the quality floor

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Growth-Index

34.0% pass rate · 80% quality floor · 12.34s p50

Below the quality floor

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Loss-Review

55.0% pass rate · 80% quality floor · 8.54s p50

Below the quality floor

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Milestone-Check

49.0% pass rate · 80% quality floor · 11.25s p50

Below the quality floor

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Review-Recruit

49.0% pass rate · 80% quality floor · 12.94s p50

Below the quality floor

Try task Create task route

Upgrade-Assist

2.0% pass rate · 80% quality floor · 19.68s p50

Below the quality floor

Try task Create task route

Dev-Link

31.0% pass rate · 80% quality floor · 8.13s p50

Below the quality floor

Try task Create task route

Empathy-Edge

88.0% pass rate · 80% quality floor · 3.15s p50

Clears the quality floor

Try task Create task route

Help-Article

96.0% pass rate · 80% quality floor · 8.44s p50

Cheapest passing model

Try task Create task route

Policy-Check

24.0% pass rate · 80% quality floor · 0.77s p50

Below the quality floor

Try task Create task route

Quick-Reply

100.0% pass rate · 80% quality floor · 1.39s p50

Clears the quality floor

Try task Create task route

Support-Poly

82.0% pass rate · 80% quality floor · 4.11s p50

Clears the quality floor

Try task Create task route

Ticket-Clean

87.0% pass rate · 80% quality floor · 0.94s p50

Clears the quality floor

Try task Create task route

Trouble-Shoot

0.0% pass rate · 80% quality floor · 12.22s p50

Below the quality floor

Try task Create task route

Urgency-Sort

58.0% pass rate · 80% quality floor · 16.85s p50

Below the quality floor

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Whale-Watch

13.0% pass rate · 80% quality floor · 1.62s p50

Below the quality floor

Try task Create task route

Bash-Medic

3.0% pass rate · 80% quality floor · 9.77s p50

Below the quality floor

Try task Create task route

Cobol-to-Python

31.0% pass rate · 80% quality floor · 6.36s p50

Below the quality floor

Try task Create task route

Code-Refactorer

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

Below the quality floor

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Code-Writer

5.0% pass rate · 80% quality floor · 12.87s p50

Below the quality floor

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Doc-Master

53.0% pass rate · 80% quality floor · 7.79s p50

Below the quality floor

Try task Create task route

PR-Summarizer

53.1% pass rate · 80% quality floor · 9.84s p50

Below the quality floor

Try task Create task route

Query-Tune

33.0% pass rate · 80% quality floor · 7.91s p50

Below the quality floor

Try task Create task route

Regex-Gen

52.0% pass rate · 80% quality floor · 4.41s p50

Below the quality floor

Try task Create task route

SDK-Maker

5.0% pass rate · 80% quality floor · 18.39s p50

Below the quality floor

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Style-Fixer

29.0% pass rate · 80% quality floor · 7.23s p50

Below the quality floor

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Bill-Sieve

2.0% pass rate · 80% quality floor · 6.12s p50

Below the quality floor

Try task Create task route

BOL-Scanner

57.0% pass rate · 80% quality floor · 5.56s p50

Below the quality floor

Try task Create task route

Briefing-Bot

53.0% pass rate · 80% quality floor · 10.75s p50

Below the quality floor

Try task Create task route

Cash-Flow-Ref

0.0% pass rate · 80% quality floor · 8.65s p50

Below the quality floor

Try task Create task route

Form-Helper

30.0% pass rate · 80% quality floor · 6.26s p50

Below the quality floor

Try task Create task route

Policy-Puller

38.0% pass rate · 80% quality floor · 8.29s p50

Below the quality floor

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Profile-Builder

9.0% pass rate · 80% quality floor · 4.26s p50

Below the quality floor

Try task Create task route

Rent-Logic

2.0% pass rate · 80% quality floor · 7.31s p50

Below the quality floor

Try task Create task route

SKU-Architect

25.0% pass rate · 80% quality floor · 3.29s p50

Below the quality floor

Try task Create task route

Source-Verify

20.0% pass rate · 80% quality floor · 27.16s p50

Below the quality floor

Try task Create task route

Terms-Finder

8.0% pass rate · 80% quality floor · 4.35s p50

Below the quality floor

Try task Create task route

B2B Catalog Schema Mapping

2.0% pass rate · 80% quality floor · 32.70s p50

Below the quality floor

Try task Create task route

Counterfeit Listing Detection

57.0% pass rate · 80% quality floor · 23.68s p50

Below the quality floor

Try task Create task route

Delivery Exception Explanation

63.0% pass rate · 80% quality floor · 5.14s p50

Below the quality floor

Try task Create task route

Good-Better-Best Product Comparison

13.0% pass rate · 80% quality floor · 34.61s p50

Below the quality floor

Try task Create task route

Inventory Stock-Out Explanation

47.0% pass rate · 80% quality floor · 24.63s p50

Below the quality floor

Try task Create task route

Last-Mile Instruction Clarification

15.0% pass rate · 80% quality floor · 4.19s p50

Below the quality floor

Try task Create task route

Natural-Language Product Filter Extraction

63.0% pass rate · 80% quality floor · 1.31s p50

Below the quality floor

Try task Create task route

Product Attribute Tagging

33.0% pass rate · 80% quality floor · 1.42s p50

Below the quality floor

Try task Create task route

Return Abuse Risk Triage

37.0% pass rate · 80% quality floor · 1.44s p50

Below the quality floor

Try task Create task route

Vulnerability Disclosure Intake Summary

70.0% pass rate · 80% quality floor · 6.65s p50

Below the quality floor

Try task Create task route

Warehouse Near-Miss Theme Summary

2.0% pass rate · 80% quality floor · 19.61s p50

Below the quality floor

Try task Create task route

Wholesale Credit Application Extraction

4.0% pass rate · 80% quality floor · 17.00s p50

Below the quality floor

Try task Create task route

Chapter Glossary Extraction

12.0% pass rate · 80% quality floor · 11.85s p50

Below the quality floor

Try task Create task route

Constructive Student Feedback Rewrite

75.0% pass rate · 80% quality floor · 6.74s p50

Below the quality floor

Try task Create task route

Interest-Based Math Problem Generation

14.0% pass rate · 80% quality floor · 9.99s p50

Below the quality floor

Try task Create task route

Measurable IEP Goal Drafting

11.0% pass rate · 80% quality floor · 7.69s p50

Below the quality floor

Try task Create task route

Multiple-Choice Distractor Generation

23.0% pass rate · 80% quality floor · 4.07s p50

Below the quality floor

Try task Create task route

Parent-Teacher Conference Summary

78.0% pass rate · 80% quality floor · 10.31s p50

Below the quality floor

Try task Create task route

Reading-Level Adjustment

73.0% pass rate · 80% quality floor · 2.16s p50

Below the quality floor

Try task Create task route

Scholarship Eligibility Screening

4.0% pass rate · 80% quality floor · 2.14s p50

Below the quality floor

Try task Create task route

Source-Grounded Flashcard Generation

90.0% pass rate · 80% quality floor · 5.68s p50

Clears the quality floor

Try task Create task route

Standards-Aligned Lesson Plan Generation

15.0% pass rate · 80% quality floor · 14.24s p50

Below the quality floor

Try task Create task route

Syllabus Policy Compliance Check

15.0% pass rate · 80% quality floor · 24.44s p50

Below the quality floor

Try task Create task route

Auth-Guard

41.0% pass rate · 80% quality floor · 21.01s p50

Below the quality floor

Try task Create task route

Debt-Scan

45.0% pass rate · 80% quality floor · 18.92s p50

Below the quality floor

Try task Create task route

ERD-Creator

21.0% pass rate · 80% quality floor · 16.50s p50

Below the quality floor

Try task Create task route

Error-Explain

76.0% pass rate · 80% quality floor · 6.46s p50

Below the quality floor

Try task Create task route

PRD-Draft

50.0% pass rate · 80% quality floor · 16.08s p50

Below the quality floor

Try task Create task route

Release-Logs

62.0% pass rate · 80% quality floor · 7.54s p50

Below the quality floor

Try task Create task route

Customer-Facing Release Note Synthesis

3.0% pass rate · 80% quality floor · 8.13s p50

Below the quality floor

Try task Create task route

Duplicate Engineering Ticket Detection

33.7% pass rate · 80% quality floor · 30.19s p50

Below the quality floor

Try task Create task route

Kubernetes Resource Recommendation

1.1% pass rate · 80% quality floor · 32.98s p50

Below the quality floor

Try task Create task route

Load-Test Breaking-Point Summary

2.0% pass rate · 80% quality floor · 16.40s p50

Below the quality floor

Try task Create task route

OpenAPI Breaking-Change Detection

9.0% pass rate · 80% quality floor · 20.15s p50

Below the quality floor

Try task Create task route

PII Logging Risk Review

9.0% pass rate · 80% quality floor · 26.52s p50

Below the quality floor

Try task Create task route

Product Requirement Ambiguity Detection

62.9% pass rate · 80% quality floor · 25.67s p50

Below the quality floor

Try task Create task route

SQL Query Performance Diagnosis

8.0% pass rate · 80% quality floor · 23.67s p50

Below the quality floor

Try task Create task route

Stack-Trace Error Deduplication

87.0% pass rate · 80% quality floor · 14.17s p50

Cheapest passing model

Try task Create task route

Terraform Security Misconfiguration Detection

33.0% pass rate · 80% quality floor · 22.92s p50

Below the quality floor

Try task Create task route

Tool Selection and Argument Validation

17.0% pass rate · 80% quality floor · 4.53s p50

Below the quality floor

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Unit-Test Case Generation

21.0% pass rate · 80% quality floor · 18.50s p50

Below the quality floor

Try task Create task route

Zero-Downtime Schema Migration Planning

0.0% pass rate · 80% quality floor · 29.16s p50

Below the quality floor

Try task Create task route

Anomaly-Sense

21.0% pass rate · 80% quality floor · 8.25s p50

Below the quality floor

Try task Create task route

ASC 606 Revenue Recognition Review

2.0% pass rate · 80% quality floor · 36.33s p50

Below the quality floor

Try task Create task route

Bank-to-GL Reconciliation Explanation

11.0% pass rate · 80% quality floor · 35.56s p50

Below the quality floor

Try task Create task route

Budget Variance Narrative

35.0% pass rate · 80% quality floor · 5.78s p50

Below the quality floor

Try task Create task route

Chart-Mapper

68.0% pass rate · 80% quality floor · 1.16s p50

Below the quality floor

Try task Create task route

Commercial Loan Covenant Monitoring

9.0% pass rate · 80% quality floor · 31.46s p50

Below the quality floor

Try task Create task route

Debt-Collector

24.0% pass rate · 80% quality floor · 9.34s p50

Below the quality floor

Try task Create task route

EBITDA Add-Back Identification

17.0% pass rate · 80% quality floor · 32.62s p50

Below the quality floor

Try task Create task route

Expense-Code

52.0% pass rate · 80% quality floor · 1.07s p50

Below the quality floor

Try task Create task route

Expense Policy Decision Explanation

25.0% pass rate · 80% quality floor · 1.69s p50

Below the quality floor

Try task Create task route

Extract-AI

49.0% pass rate · 80% quality floor · 2.04s p50

Below the quality floor

Try task Create task route

Fixed-Asset Depreciation Classification

4.0% pass rate · 80% quality floor · 5.92s p50

Below the quality floor

Try task Create task route

Forecast-Narrator

36.0% pass rate · 80% quality floor · 19.92s p50

Below the quality floor

Try task Create task route

Invoice Payment-Fraud Detection

68.0% pass rate · 80% quality floor · 39.82s p50

Below the quality floor

Try task Create task route

Ratio-Analyzer

70.0% pass rate · 80% quality floor · 8.56s p50

Below the quality floor

Try task Create task route

Rec-Engine

6.0% pass rate · 80% quality floor · 49.96s p50

Below the quality floor

Try task Create task route

Stock-Val

19.0% pass rate · 80% quality floor · 31.06s p50

Below the quality floor

Try task Create task route

Thirteen-Week Cash-Flow Forecast

0.0% pass rate · 80% quality floor · 54.93s p50

Below the quality floor

Try task Create task route

Three-Way Match Discrepancy Resolution

53.0% pass rate · 80% quality floor · 27.70s p50

Below the quality floor

Try task Create task route

Vendor Entity Deduplication

11.0% pass rate · 80% quality floor · 51.08s p50

Below the quality floor

Try task Create task route

Budget Transfer Agent

12.0% pass rate · 80% quality floor · 21.35s p50

Below the quality floor

Try task Create task route

Cash Application Agent

33.0% pass rate · 80% quality floor · 19.48s p50

Below the quality floor

Try task Create task route

Cash Position Agent

4.0% pass rate · 80% quality floor · 38.68s p50

Below the quality floor

Try task Create task route

Collections Workflow Agent

5.0% pass rate · 80% quality floor · 29.82s p50

Below the quality floor

Try task Create task route

Financial Variance Investigation Agent

20.0% pass rate · 80% quality floor · 36.42s p50

Below the quality floor

Try task Create task route

Invoice Three-Way Match Agent

24.0% pass rate · 80% quality floor · 26.43s p50

Below the quality floor

Try task Create task route

Month-End Close Agent

13.0% pass rate · 80% quality floor · 40.93s p50

Below the quality floor

Try task Create task route

Requisition-to-PO Agent

5.0% pass rate · 80% quality floor · 29.09s p50

Below the quality floor

Try task Create task route

Vendor Onboarding Agent

44.4% pass rate · 80% quality floor · 17.52s p50

Below the quality floor

Try task Create task route

Claim Denial Appeal Drafting

88.0% pass rate · 80% quality floor · 18.45s p50

Clears the quality floor

Try task Create task route

Clinical Note SOAP Structuring

31.0% pass rate · 80% quality floor · 9.19s p50

Below the quality floor

Try task Create task route

Clinical Trial Eligibility Extraction

0.0% pass rate · 80% quality floor · 11.04s p50

Below the quality floor

Try task Create task route

Dietary Allergy Menu Screening

66.0% pass rate · 80% quality floor · 1.06s p50

Below the quality floor

Try task Create task route

Draft ICD-10 Code Suggestion

62.0% pass rate · 80% quality floor · 4.58s p50

Below the quality floor

Try task Create task route

Elder-Care Daily Note Summary

54.0% pass rate · 80% quality floor · 6.03s p50

Below the quality floor

Try task Create task route

Longitudinal Lab Trend Description

1.0% pass rate · 80% quality floor · 17.36s p50

Below the quality floor

Try task Create task route

Patient-Friendly Result Explanation

85.0% pass rate · 80% quality floor · 3.99s p50

Clears the quality floor

Try task Create task route

Patient Satisfaction Complaint Classification

89.0% pass rate · 80% quality floor · 1.16s p50

Clears the quality floor

Try task Create task route

Prior Authorization Evidence Assembly

22.7% pass rate · 80% quality floor · 34.53s p50

Below the quality floor

Try task Create task route

All-Hands Question Moderation

6.0% pass rate · 80% quality floor · 3.71s p50

Below the quality floor

Try task Create task route

Behavioral Interview Question Generation

27.0% pass rate · 80% quality floor · 17.25s p50

Below the quality floor

Try task Create task route

Employee Benefits Policy Q&A

10.0% pass rate · 80% quality floor · 1.60s p50

Below the quality floor

Try task Create task route

Employee Engagement Survey Theming

6.0% pass rate · 80% quality floor · 24.58s p50

Below the quality floor

Try task Create task route

Inclusive Job Description Review

14.6% pass rate · 80% quality floor · 25.27s p50

Below the quality floor

Try task Create task route

Internal Role Opportunity Matching

9.0% pass rate · 80% quality floor · 29.81s p50

Below the quality floor

Try task Create task route

Interview Feedback Standardization

34.4% pass rate · 80% quality floor · 15.46s p50

Below the quality floor

Try task Create task route

Performance Review Bias Detection

86.0% pass rate · 80% quality floor · 13.15s p50

Clears the quality floor

Try task Create task route

Training Transcript Action Summary

76.0% pass rate · 80% quality floor · 9.44s p50

Below the quality floor

Try task Create task route

Bias-Check

52.0% pass rate · 80% quality floor · 17.26s p50

Below the quality floor

Try task Create task route

Handbook-Bot

83.0% pass rate · 80% quality floor · 3.03s p50

Clears the quality floor

Try task Create task route

Interview-Analyst

89.0% pass rate · 80% quality floor · 11.63s p50

Clears the quality floor

Try task Create task route

JD-Writer

48.0% pass rate · 80% quality floor · 11.83s p50

Below the quality floor

Try task Create task route

L&D-Advisor

23.0% pass rate · 80% quality floor · 16.25s p50

Below the quality floor

Try task Create task route

NewHire-Nav

78.0% pass rate · 80% quality floor · 2.39s p50

Below the quality floor

Try task Create task route

Offer-Architect

27.0% pass rate · 80% quality floor · 11.39s p50

Below the quality floor

Try task Create task route

Pay-Clarifier

88.0% pass rate · 80% quality floor · 6.56s p50

Clears the quality floor

Try task Create task route

Retention-Insight

90.0% pass rate · 80% quality floor · 19.94s p50

Cheapest passing model

Try task Create task route

Deal-Sieve

5.2% pass rate · 80% quality floor · 28.20s p50

Below the quality floor

Try task Create task route

Risk-Evaluator

65.0% pass rate · 80% quality floor · 29.03s p50

Below the quality floor

Try task Create task route

Trend-Spotter

91.0% pass rate · 80% quality floor · 4.28s p50

Clears the quality floor

Try task Create task route

Access Request Agent

50.0% pass rate · 80% quality floor · 14.40s p50

Below the quality floor

Try task Create task route

Backup Recovery Agent

22.0% pass rate · 80% quality floor · 27.62s p50

Below the quality floor

Try task Create task route

Phishing Triage Agent

67.0% pass rate · 80% quality floor · 1.85s p50

Below the quality floor

Try task Create task route

SaaS License Reclamation Agent

8.0% pass rate · 80% quality floor · 27.76s p50

Below the quality floor

Try task Create task route

Security Alert Investigation Agent

78.0% pass rate · 80% quality floor · 37.29s p50

Below the quality floor

Try task Create task route

AML Narrative Writer

33.0% pass rate · 80% quality floor · 31.86s p50

Below the quality floor

Try task Create task route

Attorney-Client Privilege Triage

53.0% pass rate · 80% quality floor · 1.21s p50

Below the quality floor

Try task Create task route

Bankruptcy Proof of Claim Auditor

82.0% pass rate · 80% quality floor · 7.36s p50

Clears the quality floor

Try task Create task route

Clause-Extractor

22.0% pass rate · 80% quality floor · 12.08s p50

Below the quality floor

Try task Create task route

Clinical Consent Form Requirement Check

1.0% pass rate · 80% quality floor · 21.09s p50

Below the quality floor

Try task Create task route

Conflict-Check

16.0% pass rate · 80% quality floor · 11.63s p50

Below the quality floor

Try task Create task route

Conflict of Interest Discloser

50.0% pass rate · 80% quality floor · 15.24s p50

Below the quality floor

Try task Create task route

Construction Change Order Analyst

25.0% pass rate · 80% quality floor · 14.02s p50

Below the quality floor

Try task Create task route

Corporate Minutes Public Redaction

5.0% pass rate · 80% quality floor · 13.02s p50

Below the quality floor

Try task Create task route

Corporate Minutes Redactor

13.0% pass rate · 80% quality floor · 11.82s p50

Below the quality floor

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Court Transcript Fact Extractor

81.0% pass rate · 80% quality floor · 5.72s p50

Cheapest passing model

Try task Create task route

Customs HS Code Classifier

9.0% pass rate · 80% quality floor · 2.19s p50

Below the quality floor

Try task Create task route

Depo-Summary

73.0% pass rate · 80% quality floor · 9.56s p50

Below the quality floor

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Digital Signature Audit Trail Verifier

27.0% pass rate · 80% quality floor · 28.02s p50

Below the quality floor

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Discovery Privilege Reviewer

51.0% pass rate · 80% quality floor · 1.51s p50

Below the quality floor

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Environmental Impact Report Synthesizer

54.0% pass rate · 80% quality floor · 16.70s p50

Below the quality floor

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Exhibit-List

2.0% pass rate · 80% quality floor · 26.52s p50

Below the quality floor

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FCPA Expense Interaction Risk Classification

48.0% pass rate · 80% quality floor · 2.05s p50

Below the quality floor

Try task Create task route

FDD Item 19 Summarizer

90.0% pass rate · 80% quality floor · 6.85s p50

Clears the quality floor

Try task Create task route

GDPR DPA Article 28 Validation

12.0% pass rate · 80% quality floor · 14.40s p50

Below the quality floor

Try task Create task route

Legalese-to-Plain

70.0% pass rate · 80% quality floor · 4.13s p50

Below the quality floor

Try task Create task route

Legal-Template

7.0% pass rate · 80% quality floor · 52.59s p50

Below the quality floor

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Lobbying Disclosure Act Form Assistant

26.0% pass rate · 80% quality floor · 16.69s p50

Below the quality floor

Try task Create task route

Media Rights Matrix Generator

38.0% pass rate · 80% quality floor · 8.33s p50

Below the quality floor

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Non-Profit Bylaw Checker

16.0% pass rate · 80% quality floor · 11.93s p50

Below the quality floor

Try task Create task route

Open-Source License Compatibility Check

82.0% pass rate · 80% quality floor · 1.50s p50

Clears the quality floor

Try task Create task route

Patent Prior-Art Plain-Language Summary

73.0% pass rate · 80% quality floor · 12.39s p50

Below the quality floor

Try task Create task route

PHI Exposure Detection in Audit Logs

8.0% pass rate · 80% quality floor · 13.36s p50

Below the quality floor

Try task Create task route

Precedent-Finder

44.0% pass rate · 80% quality floor · 4.35s p50

Below the quality floor

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Prior-Art-AI

18.0% pass rate · 80% quality floor · 40.27s p50

Below the quality floor

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Redline-Diff

53.0% pass rate · 80% quality floor · 25.65s p50

Below the quality floor

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Regulatory Alert De-Noiser

64.0% pass rate · 80% quality floor · 6.69s p50

Below the quality floor

Try task Create task route

SaaS MSA Liability Redlining

2.0% pass rate · 80% quality floor · 21.78s p50

Below the quality floor

Try task Create task route

SEC Risk-Factor Change Detection

44.0% pass rate · 80% quality floor · 28.21s p50

Below the quality floor

Try task Create task route

Shareholder Resolution Sentiment Analyzer

94.0% pass rate · 80% quality floor · 8.62s p50

Clears the quality floor

Try task Create task route

Contract Intake Agent

38.5% pass rate · 80% quality floor · 2.00s p50

Below the quality floor

Try task Create task route

Keyword-King

70.0% pass rate · 80% quality floor · 2.00s p50

Below the quality floor

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Landing-Optimize

42.0% pass rate · 80% quality floor · 1.56s p50

Below the quality floor

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Media-Reach

70.0% pass rate · 80% quality floor · 7.82s p50

Below the quality floor

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Substack-Sync

77.0% pass rate · 80% quality floor · 9.70s p50

Below the quality floor

Try task Create task route

Success-Story

48.0% pass rate · 80% quality floor · 16.04s p50

Below the quality floor

Try task Create task route

Tone-Checker

23.0% pass rate · 80% quality floor · 15.29s p50

Below the quality floor

Try task Create task route

Trend-Hitch

7.0% pass rate · 80% quality floor · 10.87s p50

Below the quality floor

Try task Create task route

Document Assembly Agent

63.0% pass rate · 80% quality floor · 13.21s p50

Below the quality floor

Try task Create task route

Inbox-to-Action Agent

16.0% pass rate · 80% quality floor · 18.06s p50

Below the quality floor

Try task Create task route

Meeting Logistics Agent

36.0% pass rate · 80% quality floor · 15.84s p50

Below the quality floor

Try task Create task route

Presentation Deck Agent

34.0% pass rate · 80% quality floor · 18.37s p50

Below the quality floor

Try task Create task route

Project Status Sync Agent

12.0% pass rate · 80% quality floor · 26.23s p50

Below the quality floor

Try task Create task route

Spreadsheet Formula Repair Agent

67.0% pass rate · 80% quality floor · 16.66s p50

Below the quality floor

Try task Create task route

Digital-Post

96.0% pass rate · 80% quality floor · 5.09s p50

Clears the quality floor

Try task Create task route

Inbox-Guard

41.0% pass rate · 80% quality floor · 26.24s p50

Below the quality floor

Try task Create task route

Receipt-Ref

87.0% pass rate · 80% quality floor · 3.65s p50

Cheapest passing model

Try task Create task route

Reply-Draft

76.0% pass rate · 80% quality floor · 3.65s p50

Below the quality floor

Try task Create task route

Research-Synth

32.0% pass rate · 80% quality floor · 15.90s p50

Below the quality floor

Try task Create task route

Sign-Flow

3.0% pass rate · 80% quality floor · 1.17s p50

Below the quality floor

Try task Create task route

Slack-Router

36.0% pass rate · 80% quality floor · 0.93s p50

Below the quality floor

Try task Create task route

Tidy-Drive

0.0% pass rate · 80% quality floor · 17.78s p50

Below the quality floor

Try task Create task route

Benefits Eligibility Agent

23.0% pass rate · 80% quality floor · 11.54s p50

Below the quality floor

Try task Create task route

Payroll Exception Agent

17.0% pass rate · 80% quality floor · 28.39s p50

Below the quality floor

Try task Create task route

PTO Request Agent

11.0% pass rate · 80% quality floor · 14.35s p50

Below the quality floor

Try task Create task route

Role Transfer Agent

54.0% pass rate · 80% quality floor · 32.14s p50

Below the quality floor

Try task Create task route

Timesheet Compliance Agent

14.0% pass rate · 80% quality floor · 29.05s p50

Below the quality floor

Try task Create task route

ADR-Writer

96.0% pass rate · 80% quality floor · 13.55s p50

Clears the quality floor

Try task Create task route

Eisenhower-Bot

37.0% pass rate · 80% quality floor · 5.32s p50

Below the quality floor

Try task Create task route

Manager-Coach

81.0% pass rate · 80% quality floor · 6.22s p50

Clears the quality floor

Try task Create task route

Mediator-AI

61.0% pass rate · 80% quality floor · 10.18s p50

Below the quality floor

Try task Create task route

Promo-Writer

47.0% pass rate · 80% quality floor · 16.07s p50

Below the quality floor

Try task Create task route

Radical-Candor

93.0% pass rate · 80% quality floor · 5.19s p50

Clears the quality floor

Try task Create task route

Shoutout-Gen

12.0% pass rate · 80% quality floor · 5.93s p50

Below the quality floor

Try task Create task route

TownHall-Brief

89.0% pass rate · 80% quality floor · 13.69s p50

Clears the quality floor

Try task Create task route

Battlecard-Gen

4.0% pass rate · 80% quality floor · 12.34s p50

Below the quality floor

Try task Create task route

BDR-Bot

33.0% pass rate · 80% quality floor · 1.28s p50

Below the quality floor

Try task Create task route

Churn-Guard

30.0% pass rate · 80% quality floor · 13.50s p50

Below the quality floor

Try task Create task route

Closer-AI

60.0% pass rate · 80% quality floor · 4.89s p50

Below the quality floor

Try task Create task route

CRM-Summarizer

89.0% pass rate · 80% quality floor · 21.22s p50

Clears the quality floor

Try task Create task route

Hyper-Pers

81.0% pass rate · 80% quality floor · 4.63s p50

Cheapest passing model

Try task Create task route

Meeting-Prep

63.6% pass rate · 80% quality floor · 19.27s p50

Below the quality floor

Try task Create task route

Network-Grow

57.0% pass rate · 80% quality floor · 4.68s p50

Below the quality floor

Try task Create task route

Quote-Fixer

1.0% pass rate · 80% quality floor · 33.42s p50

Below the quality floor

Try task Create task route

Churn Save Agent

29.0% pass rate · 80% quality floor · 11.09s p50

Below the quality floor

Try task Create task route

CRM Deduplication Agent

7.0% pass rate · 80% quality floor · 51.26s p50

Below the quality floor

Try task Create task route

Lead Enrichment Agent

22.0% pass rate · 80% quality floor · 18.47s p50

Below the quality floor

Try task Create task route

Opportunity Hygiene Agent

4.0% pass rate · 80% quality floor · 29.49s p50

Below the quality floor

Try task Create task route

Quote Approval Agent

0.0% pass rate · 80% quality floor · 38.76s p50

Below the quality floor

Try task Create task route

Sales Follow-Up Agent

5.0% pass rate · 80% quality floor · 24.14s p50

Below the quality floor

Try task Create task route

Brand-Voice Rewrite

25.0% pass rate · 80% quality floor · 1.82s p50

Below the quality floor

Try task Create task route

Constrained Ad-Copy Variant Generation

5.0% pass rate · 80% quality floor · 10.58s p50

Below the quality floor

Try task Create task route

Customer Case-Study Drafting

76.0% pass rate · 80% quality floor · 9.14s p50

Below the quality floor

Try task Create task route

Customer Health Signal Classification

48.0% pass rate · 80% quality floor · 2.86s p50

Below the quality floor

Try task Create task route

Email Unsubscribe Reason Classification

91.0% pass rate · 80% quality floor · 1.23s p50

Clears the quality floor

Try task Create task route

Lead Routing Explanation

77.0% pass rate · 80% quality floor · 1.67s p50

Below the quality floor

Try task Create task route

Negative Product Review Response

77.0% pass rate · 80% quality floor · 4.71s p50

Below the quality floor

Try task Create task route

Prospect Trigger Summary

84.0% pass rate · 80% quality floor · 9.82s p50

Clears the quality floor

Try task Create task route

RFP Executive Summary

67.7% pass rate · 80% quality floor · 16.52s p50

Below the quality floor

Try task Create task route

Sales Objection Classification

81.0% pass rate · 80% quality floor · 1.05s p50

Clears the quality floor

Try task Create task route

Strategic Account Plan Synthesis

7.0% pass rate · 80% quality floor · 27.02s p50

Below the quality floor

Try task Create task route

CI Failure Repair Agent

34.0% pass rate · 80% quality floor · 22.19s p50

Below the quality floor

Try task Create task route

Database Performance Agent

13.0% pass rate · 80% quality floor · 21.56s p50

Below the quality floor

Try task Create task route

Data Pipeline Recovery Agent

45.8% pass rate · 80% quality floor · 22.73s p50

Below the quality floor

Try task Create task route

Dependency Upgrade Agent

17.0% pass rate · 80% quality floor · 29.98s p50

Below the quality floor

Try task Create task route

Flaky Test Remediation Agent

4.0% pass rate · 80% quality floor · 20.83s p50

Below the quality floor

Try task Create task route

Repository Issue Resolution Agent

25.6% pass rate · 80% quality floor · 32.69s 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

No current provider prices are available for this model.