Small · E4B

Gemma 4 E4B IT

Published evidence on 260 tasks. Inspect each benchmark before choosing a route.

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Published task evidence

Document Structured Extraction

20.0% pass rate · 80% quality floor · 1.29s p50

Below the quality floor

Try task Create task route

Account Recovery Agent

70.0% pass rate · 80% quality floor · 9.87s p50

Below the quality floor

Try task Create task route

Airline Itinerary Change Agent

50.0% pass rate · 80% quality floor · 15.67s p50

Below the quality floor

Try task Create task route

Appointment Management Agent

25.0% pass rate · 80% quality floor · 14.85s p50

Below the quality floor

Try task Create task route

Delivery Exception Agent

54.0% pass rate · 80% quality floor · 11.08s p50

Below the quality floor

Try task Create task route

Order Change Agent

74.0% pass rate · 80% quality floor · 9.93s p50

Below the quality floor

Try task Create task route

Refund Resolution Agent

55.0% pass rate · 80% quality floor · 16.09s p50

Below the quality floor

Try task Create task route

Return RMA Agent

31.0% pass rate · 80% quality floor · 10.96s p50

Below the quality floor

Try task Create task route

Service Incident Support Agent

64.0% pass rate · 80% quality floor · 19.61s p50

Below the quality floor

Try task Create task route

Subscription Change Agent

32.0% pass rate · 80% quality floor · 15.81s p50

Below the quality floor

Try task Create task route

Telecom Plan Service Agent

59.0% pass rate · 80% quality floor · 13.53s p50

Below the quality floor

Try task Create task route

Account-Pulse

93.0% pass rate · 80% quality floor · 9.33s p50

Clears the quality floor

Try task Create task route

CSM-Summary

99.0% pass rate · 80% quality floor · 7.73s p50

Clears the quality floor

Try task Create task route

Feature-Adopter

48.0% pass rate · 80% quality floor · 2.95s p50

Below the quality floor

Try task Create task route

Goal-Setter

84.0% pass rate · 80% quality floor · 16.85s p50

Cheapest passing model

Try task Create task route

Growth-Index

79.0% pass rate · 80% quality floor · 9.87s p50

Below the quality floor

Try task Create task route

Loss-Review

94.0% pass rate · 80% quality floor · 3.61s p50

Cheapest passing model

Try task Create task route

Milestone-Check

74.0% pass rate · 80% quality floor · 8.88s p50

Below the quality floor

Try task Create task route

Review-Recruit

67.0% pass rate · 80% quality floor · 9.66s p50

Below the quality floor

Try task Create task route

Upgrade-Assist

55.0% pass rate · 80% quality floor · 11.45s p50

Below the quality floor

Try task Create task route

Dev-Link

99.0% pass rate · 80% quality floor · 4.45s p50

Cheapest passing model

Try task Create task route

Empathy-Edge

100.0% pass rate · 80% quality floor · 2.37s p50

Clears the quality floor

Try task Create task route

Help-Article

99.0% pass rate · 80% quality floor · 5.49s p50

Clears the quality floor

Try task Create task route

Policy-Check

63.0% pass rate · 80% quality floor · 0.32s p50

Below the quality floor

Try task Create task route

Quick-Reply

95.0% pass rate · 80% quality floor · 0.47s p50

Clears the quality floor

Try task Create task route

Support-Poly

98.0% pass rate · 80% quality floor · 2.57s p50

Clears the quality floor

Try task Create task route

Ticket-Clean

93.0% pass rate · 80% quality floor · 0.40s p50

Cheapest passing model

Try task Create task route

Trouble-Shoot

46.0% pass rate · 80% quality floor · 5.62s p50

Below the quality floor

Try task Create task route

Urgency-Sort

38.0% pass rate · 80% quality floor · 10.98s p50

Below the quality floor

Try task Create task route

Whale-Watch

65.0% pass rate · 80% quality floor · 0.39s p50

Below the quality floor

Try task Create task route

Bash-Medic

35.0% pass rate · 80% quality floor · 4.84s p50

Below the quality floor

Try task Create task route

Cobol-to-Python

69.0% pass rate · 80% quality floor · 5.04s p50

Below the quality floor

Try task Create task route

Code-Refactorer

59.0% pass rate · 80% quality floor · 2.73s p50

Below the quality floor

Try task Create task route

Code-Writer

11.0% pass rate · 80% quality floor · 16.12s p50

Below the quality floor

Try task Create task route

Doc-Master

64.0% pass rate · 80% quality floor · 5.38s p50

Below the quality floor

Try task Create task route

PR-Summarizer

86.7% pass rate · 80% quality floor · 5.45s p50

Cheapest passing model

Try task Create task route

Query-Tune

75.0% pass rate · 80% quality floor · 1.93s p50

Below the quality floor

Try task Create task route

Regex-Gen

69.0% pass rate · 80% quality floor · 0.46s p50

Below the quality floor

Try task Create task route

SDK-Maker

41.0% pass rate · 80% quality floor · 17.23s p50

Below the quality floor

Try task Create task route

Style-Fixer

53.0% pass rate · 80% quality floor · 3.73s p50

Below the quality floor

Try task Create task route

Bill-Sieve

17.0% pass rate · 80% quality floor · 1.51s p50

Below the quality floor

Try task Create task route

BOL-Scanner

59.0% pass rate · 80% quality floor · 3.00s p50

Below the quality floor

Try task Create task route

Briefing-Bot

83.0% pass rate · 80% quality floor · 5.68s p50

Cheapest passing model

Try task Create task route

Cash-Flow-Ref

0.0% pass rate · 80% quality floor · 4.22s p50

Below the quality floor

Try task Create task route

Form-Helper

75.0% pass rate · 80% quality floor · 3.18s p50

Below the quality floor

Try task Create task route

Policy-Puller

52.0% pass rate · 80% quality floor · 5.49s p50

Below the quality floor

Try task Create task route

Profile-Builder

4.0% pass rate · 80% quality floor · 3.54s p50

Below the quality floor

Try task Create task route

Rent-Logic

34.0% pass rate · 80% quality floor · 5.16s p50

Below the quality floor

Try task Create task route

SKU-Architect

44.0% pass rate · 80% quality floor · 1.26s p50

Below the quality floor

Try task Create task route

Source-Verify

49.0% pass rate · 80% quality floor · 19.18s p50

Below the quality floor

Try task Create task route

Terms-Finder

9.0% pass rate · 80% quality floor · 2.69s p50

Below the quality floor

Try task Create task route

B2B Catalog Schema Mapping

32.0% pass rate · 80% quality floor · 27.79s p50

Below the quality floor

Try task Create task route

Counterfeit Listing Detection

92.0% pass rate · 80% quality floor · 14.83s p50

Cheapest passing model

Try task Create task route

Delivery Exception Explanation

69.0% pass rate · 80% quality floor · 1.88s p50

Below the quality floor

Try task Create task route

Good-Better-Best Product Comparison

69.0% pass rate · 80% quality floor · 17.17s p50

Below the quality floor

Try task Create task route

Inventory Stock-Out Explanation

79.0% pass rate · 80% quality floor · 13.86s p50

Below the quality floor

Try task Create task route

Last-Mile Instruction Clarification

21.0% pass rate · 80% quality floor · 1.83s p50

Below the quality floor

Try task Create task route

Natural-Language Product Filter Extraction

76.0% pass rate · 80% quality floor · 0.92s p50

Below the quality floor

Try task Create task route

Product Attribute Tagging

36.0% pass rate · 80% quality floor · 1.53s p50

Below the quality floor

Try task Create task route

Return Abuse Risk Triage

65.0% pass rate · 80% quality floor · 0.54s p50

Below the quality floor

Try task Create task route

Vulnerability Disclosure Intake Summary

78.0% pass rate · 80% quality floor · 4.25s p50

Below the quality floor

Try task Create task route

Warehouse Near-Miss Theme Summary

51.0% pass rate · 80% quality floor · 6.73s p50

Below the quality floor

Try task Create task route

Wholesale Credit Application Extraction

4.0% pass rate · 80% quality floor · 12.38s p50

Below the quality floor

Try task Create task route

Chapter Glossary Extraction

43.0% pass rate · 80% quality floor · 9.16s p50

Below the quality floor

Try task Create task route

Constructive Student Feedback Rewrite

99.0% pass rate · 80% quality floor · 1.64s p50

Clears the quality floor

Try task Create task route

Interest-Based Math Problem Generation

54.0% pass rate · 80% quality floor · 5.28s p50

Below the quality floor

Try task Create task route

Measurable IEP Goal Drafting

38.0% pass rate · 80% quality floor · 2.63s p50

Below the quality floor

Try task Create task route

Multiple-Choice Distractor Generation

36.0% pass rate · 80% quality floor · 2.13s p50

Below the quality floor

Try task Create task route

Parent-Teacher Conference Summary

95.0% pass rate · 80% quality floor · 5.84s p50

Cheapest passing model

Try task Create task route

Reading-Level Adjustment

98.0% pass rate · 80% quality floor · 1.49s p50

Clears the quality floor

Try task Create task route

Scholarship Eligibility Screening

19.0% pass rate · 80% quality floor · 0.68s p50

Below the quality floor

Try task Create task route

Source-Grounded Flashcard Generation

100.0% pass rate · 80% quality floor · 3.98s p50

Clears the quality floor

Try task Create task route

Standards-Aligned Lesson Plan Generation

53.0% pass rate · 80% quality floor · 12.84s p50

Below the quality floor

Try task Create task route

Syllabus Policy Compliance Check

56.0% pass rate · 80% quality floor · 22.00s p50

Below the quality floor

Try task Create task route

Auth-Guard

69.0% pass rate · 80% quality floor · 14.26s p50

Below the quality floor

Try task Create task route

Debt-Scan

37.0% pass rate · 80% quality floor · 12.14s p50

Below the quality floor

Try task Create task route

ERD-Creator

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

Below the quality floor

Try task Create task route

Error-Explain

100.0% pass rate · 80% quality floor · 1.60s p50

Cheapest passing model

Try task Create task route

PRD-Draft

22.0% pass rate · 80% quality floor · 9.30s p50

Below the quality floor

Try task Create task route

Release-Logs

77.0% pass rate · 80% quality floor · 2.97s p50

Below the quality floor

Try task Create task route

Customer-Facing Release Note Synthesis

86.0% pass rate · 80% quality floor · 3.58s p50

Cheapest passing model

Try task Create task route

Duplicate Engineering Ticket Detection

84.8% pass rate · 80% quality floor · 20.11s p50

Cheapest passing model

Try task Create task route

Kubernetes Resource Recommendation

10.5% pass rate · 80% quality floor · 29.63s p50

Below the quality floor

Try task Create task route

Load-Test Breaking-Point Summary

20.0% pass rate · 80% quality floor · 6.72s p50

Below the quality floor

Try task Create task route

OpenAPI Breaking-Change Detection

61.0% pass rate · 80% quality floor · 19.34s p50

Below the quality floor

Try task Create task route

PII Logging Risk Review

62.0% pass rate · 80% quality floor · 22.39s p50

Below the quality floor

Try task Create task route

Product Requirement Ambiguity Detection

88.7% pass rate · 80% quality floor · 18.72s p50

Clears the quality floor

Try task Create task route

SQL Query Performance Diagnosis

64.0% pass rate · 80% quality floor · 18.26s p50

Below the quality floor

Try task Create task route

Stack-Trace Error Deduplication

5.0% pass rate · 80% quality floor · 1.44s p50

Below the quality floor

Try task Create task route

Terraform Security Misconfiguration Detection

63.0% pass rate · 80% quality floor · 17.72s p50

Below the quality floor

Try task Create task route

Tool Selection and Argument Validation

31.0% pass rate · 80% quality floor · 1.50s p50

Below the quality floor

Try task Create task route

Unit-Test Case Generation

69.0% pass rate · 80% quality floor · 15.17s p50

Below the quality floor

Try task Create task route

Zero-Downtime Schema Migration Planning

17.0% pass rate · 80% quality floor · 20.57s p50

Below the quality floor

Try task Create task route

Anomaly-Sense

63.0% pass rate · 80% quality floor · 8.11s p50

Below the quality floor

Try task Create task route

ASC 606 Revenue Recognition Review

5.0% pass rate · 80% quality floor · 32.44s p50

Below the quality floor

Try task Create task route

Bank-to-GL Reconciliation Explanation

29.0% pass rate · 80% quality floor · 24.56s p50

Below the quality floor

Try task Create task route

Budget Variance Narrative

93.0% pass rate · 80% quality floor · 2.26s p50

Cheapest passing model

Try task Create task route

Chart-Mapper

79.0% pass rate · 80% quality floor · 0.24s p50

Below the quality floor

Try task Create task route

Commercial Loan Covenant Monitoring

25.0% pass rate · 80% quality floor · 27.05s p50

Below the quality floor

Try task Create task route

Debt-Collector

91.0% pass rate · 80% quality floor · 5.22s p50

Cheapest passing model

Try task Create task route

EBITDA Add-Back Identification

42.0% pass rate · 80% quality floor · 24.37s p50

Below the quality floor

Try task Create task route

Expense-Code

86.0% pass rate · 80% quality floor · 0.29s p50

Cheapest passing model

Try task Create task route

Expense Policy Decision Explanation

23.0% pass rate · 80% quality floor · 0.47s p50

Below the quality floor

Try task Create task route

Extract-AI

4.0% pass rate · 80% quality floor · 1.30s p50

Below the quality floor

Try task Create task route

Fixed-Asset Depreciation Classification

10.0% pass rate · 80% quality floor · 2.15s p50

Below the quality floor

Try task Create task route

Forecast-Narrator

86.0% pass rate · 80% quality floor · 7.91s p50

Cheapest passing model

Try task Create task route

Invoice Payment-Fraud Detection

73.0% pass rate · 80% quality floor · 18.14s p50

Below the quality floor

Try task Create task route

Ratio-Analyzer

70.0% pass rate · 80% quality floor · 4.40s p50

Below the quality floor

Try task Create task route

Rec-Engine

10.0% pass rate · 80% quality floor · 24.51s p50

Below the quality floor

Try task Create task route

Stock-Val

42.0% pass rate · 80% quality floor · 14.94s p50

Below the quality floor

Try task Create task route

Thirteen-Week Cash-Flow Forecast

0.0% pass rate · 80% quality floor · 28.06s p50

Below the quality floor

Try task Create task route

Three-Way Match Discrepancy Resolution

81.0% pass rate · 80% quality floor · 16.08s p50

Cheapest passing model

Try task Create task route

Vendor Entity Deduplication

71.0% pass rate · 80% quality floor · 24.32s p50

Below the quality floor

Try task Create task route

Budget Transfer Agent

55.0% pass rate · 80% quality floor · 15.82s p50

Below the quality floor

Try task Create task route

Cash Application Agent

48.0% pass rate · 80% quality floor · 11.69s p50

Below the quality floor

Try task Create task route

Cash Position Agent

36.0% pass rate · 80% quality floor · 25.85s p50

Below the quality floor

Try task Create task route

Collections Workflow Agent

50.0% pass rate · 80% quality floor · 17.66s p50

Below the quality floor

Try task Create task route

Financial Variance Investigation Agent

74.0% pass rate · 80% quality floor · 19.69s p50

Below the quality floor

Try task Create task route

Invoice Three-Way Match Agent

68.0% pass rate · 80% quality floor · 12.32s p50

Below the quality floor

Try task Create task route

Month-End Close Agent

48.0% pass rate · 80% quality floor · 22.34s p50

Below the quality floor

Try task Create task route

Requisition-to-PO Agent

28.0% pass rate · 80% quality floor · 26.32s p50

Below the quality floor

Try task Create task route

Vendor Onboarding Agent

75.8% pass rate · 80% quality floor · 13.55s p50

Below the quality floor

Try task Create task route

Claim Denial Appeal Drafting

99.0% pass rate · 80% quality floor · 10.40s p50

Cheapest passing model

Try task Create task route

Clinical Note SOAP Structuring

63.0% pass rate · 80% quality floor · 5.36s p50

Below the quality floor

Try task Create task route

Clinical Trial Eligibility Extraction

39.0% pass rate · 80% quality floor · 11.16s p50

Below the quality floor

Try task Create task route

Dietary Allergy Menu Screening

85.0% pass rate · 80% quality floor · 0.38s p50

Cheapest passing model

Try task Create task route

Draft ICD-10 Code Suggestion

34.0% pass rate · 80% quality floor · 0.90s p50

Below the quality floor

Try task Create task route

Elder-Care Daily Note Summary

73.0% pass rate · 80% quality floor · 4.81s p50

Below the quality floor

Try task Create task route

Longitudinal Lab Trend Description

33.0% pass rate · 80% quality floor · 10.06s p50

Below the quality floor

Try task Create task route

Patient-Friendly Result Explanation

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

Clears the quality floor

Try task Create task route

Patient Satisfaction Complaint Classification

95.0% pass rate · 80% quality floor · 0.37s p50

Clears the quality floor

Try task Create task route

Prior Authorization Evidence Assembly

42.3% pass rate · 80% quality floor · 18.66s p50

Below the quality floor

Try task Create task route

All-Hands Question Moderation

10.0% pass rate · 80% quality floor · 0.58s p50

Below the quality floor

Try task Create task route

Behavioral Interview Question Generation

85.0% pass rate · 80% quality floor · 16.25s p50

Clears the quality floor

Try task Create task route

Employee Benefits Policy Q&A

31.0% pass rate · 80% quality floor · 1.14s p50

Below the quality floor

Try task Create task route

Employee Engagement Survey Theming

26.0% pass rate · 80% quality floor · 20.28s p50

Below the quality floor

Try task Create task route

Inclusive Job Description Review

77.1% pass rate · 80% quality floor · 16.32s p50

Below the quality floor

Try task Create task route

Internal Role Opportunity Matching

66.0% pass rate · 80% quality floor · 22.93s p50

Below the quality floor

Try task Create task route

Interview Feedback Standardization

62.5% pass rate · 80% quality floor · 12.00s p50

Below the quality floor

Try task Create task route

Performance Review Bias Detection

97.0% pass rate · 80% quality floor · 12.10s p50

Clears the quality floor

Try task Create task route

Training Transcript Action Summary

90.0% pass rate · 80% quality floor · 6.74s p50

Cheapest passing model

Try task Create task route

Bias-Check

77.0% pass rate · 80% quality floor · 11.95s p50

Below the quality floor

Try task Create task route

Handbook-Bot

93.0% pass rate · 80% quality floor · 1.41s p50

Clears the quality floor

Try task Create task route

Interview-Analyst

99.0% pass rate · 80% quality floor · 8.80s p50

Clears the quality floor

Try task Create task route

JD-Writer

58.0% pass rate · 80% quality floor · 7.79s p50

Below the quality floor

Try task Create task route

L&D-Advisor

68.0% pass rate · 80% quality floor · 16.17s p50

Below the quality floor

Try task Create task route

NewHire-Nav

87.0% pass rate · 80% quality floor · 0.85s p50

Clears the quality floor

Try task Create task route

Offer-Architect

15.0% pass rate · 80% quality floor · 9.58s p50

Below the quality floor

Try task Create task route

Pay-Clarifier

99.0% pass rate · 80% quality floor · 3.97s p50

Cheapest passing model

Try task Create task route

Retention-Insight

95.0% pass rate · 80% quality floor · 14.17s p50

Clears the quality floor

Try task Create task route

Deal-Sieve

62.9% pass rate · 80% quality floor · 21.55s p50

Below the quality floor

Try task Create task route

Risk-Evaluator

96.0% pass rate · 80% quality floor · 15.73s p50

Cheapest passing model

Try task Create task route

Trend-Spotter

98.0% pass rate · 80% quality floor · 2.66s p50

Cheapest passing model

Try task Create task route

Access Request Agent

76.0% pass rate · 80% quality floor · 11.87s p50

Below the quality floor

Try task Create task route

Backup Recovery Agent

44.0% pass rate · 80% quality floor · 14.39s p50

Below the quality floor

Try task Create task route

Phishing Triage Agent

70.0% pass rate · 80% quality floor · 0.68s p50

Below the quality floor

Try task Create task route

SaaS License Reclamation Agent

36.0% pass rate · 80% quality floor · 19.53s p50

Below the quality floor

Try task Create task route

Security Alert Investigation Agent

89.0% pass rate · 80% quality floor · 15.56s p50

Cheapest passing model

Try task Create task route

AML Narrative Writer

81.0% pass rate · 80% quality floor · 11.14s p50

Cheapest passing model

Try task Create task route

Attorney-Client Privilege Triage

82.0% pass rate · 80% quality floor · 0.48s p50

Cheapest passing model

Try task Create task route

Bankruptcy Proof of Claim Auditor

96.0% pass rate · 80% quality floor · 5.53s p50

Clears the quality floor

Try task Create task route

Clause-Extractor

23.0% pass rate · 80% quality floor · 5.37s p50

Below the quality floor

Try task Create task route

Clinical Consent Form Requirement Check

46.0% pass rate · 80% quality floor · 19.55s p50

Below the quality floor

Try task Create task route

Conflict-Check

64.0% pass rate · 80% quality floor · 12.02s p50

Below the quality floor

Try task Create task route

Conflict of Interest Discloser

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

Clears the quality floor

Try task Create task route

Construction Change Order Analyst

82.0% pass rate · 80% quality floor · 12.88s p50

Cheapest passing model

Try task Create task route

Corporate Minutes Public Redaction

9.0% pass rate · 80% quality floor · 6.72s p50

Below the quality floor

Try task Create task route

Corporate Minutes Redactor

32.0% pass rate · 80% quality floor · 7.69s p50

Below the quality floor

Try task Create task route

Court Transcript Fact Extractor

87.0% pass rate · 80% quality floor · 4.53s p50

Clears the quality floor

Try task Create task route

Customs HS Code Classifier

44.0% pass rate · 80% quality floor · 0.89s p50

Below the quality floor

Try task Create task route

Depo-Summary

87.0% pass rate · 80% quality floor · 7.44s p50

Cheapest passing model

Try task Create task route

Digital Signature Audit Trail Verifier

50.0% pass rate · 80% quality floor · 6.06s p50

Below the quality floor

Try task Create task route

Discovery Privilege Reviewer

86.0% pass rate · 80% quality floor · 0.81s p50

Cheapest passing model

Try task Create task route

Environmental Impact Report Synthesizer

86.0% pass rate · 80% quality floor · 11.53s p50

Cheapest passing model

Try task Create task route

Exhibit-List

22.0% pass rate · 80% quality floor · 17.23s p50

Below the quality floor

Try task Create task route

FCPA Expense Interaction Risk Classification

58.0% pass rate · 80% quality floor · 0.56s p50

Below the quality floor

Try task Create task route

FDD Item 19 Summarizer

94.0% pass rate · 80% quality floor · 4.71s p50

Clears the quality floor

Try task Create task route

GDPR DPA Article 28 Validation

14.0% pass rate · 80% quality floor · 3.30s p50

Below the quality floor

Try task Create task route

Legalese-to-Plain

94.0% pass rate · 80% quality floor · 2.85s p50

Cheapest passing model

Try task Create task route

Legal-Template

49.0% pass rate · 80% quality floor · 15.43s p50

Below the quality floor

Try task Create task route

Lobbying Disclosure Act Form Assistant

44.0% pass rate · 80% quality floor · 10.24s p50

Below the quality floor

Try task Create task route

Media Rights Matrix Generator

78.0% pass rate · 80% quality floor · 3.25s p50

Below the quality floor

Try task Create task route

Non-Profit Bylaw Checker

48.0% pass rate · 80% quality floor · 11.58s p50

Below the quality floor

Try task Create task route

Open-Source License Compatibility Check

90.0% pass rate · 80% quality floor · 0.59s p50

Clears the quality floor

Try task Create task route

Patent Prior-Art Plain-Language Summary

99.0% pass rate · 80% quality floor · 3.97s p50

Cheapest passing model

Try task Create task route

PHI Exposure Detection in Audit Logs

57.0% pass rate · 80% quality floor · 6.78s p50

Below the quality floor

Try task Create task route

Precedent-Finder

76.0% pass rate · 80% quality floor · 1.88s p50

Below the quality floor

Try task Create task route

Prior-Art-AI

81.0% pass rate · 80% quality floor · 20.07s p50

Cheapest passing model

Try task Create task route

Redline-Diff

76.0% pass rate · 80% quality floor · 20.00s p50

Below the quality floor

Try task Create task route

Regulatory Alert De-Noiser

78.0% pass rate · 80% quality floor · 2.95s p50

Below the quality floor

Try task Create task route

SaaS MSA Liability Redlining

28.0% pass rate · 80% quality floor · 9.50s p50

Below the quality floor

Try task Create task route

SEC Risk-Factor Change Detection

78.0% pass rate · 80% quality floor · 20.51s p50

Below the quality floor

Try task Create task route

Shareholder Resolution Sentiment Analyzer

99.0% pass rate · 80% quality floor · 4.69s p50

Clears the quality floor

Try task Create task route

Contract Intake Agent

42.7% pass rate · 80% quality floor · 0.70s p50

Below the quality floor

Try task Create task route

Keyword-King

99.0% pass rate · 80% quality floor · 1.03s p50

Clears the quality floor

Try task Create task route

Landing-Optimize

76.0% pass rate · 80% quality floor · 0.14s p50

Below the quality floor

Try task Create task route

Media-Reach

97.0% pass rate · 80% quality floor · 3.97s p50

Cheapest passing model

Try task Create task route

Substack-Sync

75.0% pass rate · 80% quality floor · 8.41s p50

Below the quality floor

Try task Create task route

Success-Story

98.0% pass rate · 80% quality floor · 10.12s p50

Cheapest passing model

Try task Create task route

Tone-Checker

98.0% pass rate · 80% quality floor · 9.46s p50

Cheapest passing model

Try task Create task route

Trend-Hitch

79.0% pass rate · 80% quality floor · 5.05s p50

Below the quality floor

Try task Create task route

Document Assembly Agent

80.0% pass rate · 80% quality floor · 7.10s p50

Cheapest passing model

Try task Create task route

Inbox-to-Action Agent

29.0% pass rate · 80% quality floor · 10.90s p50

Below the quality floor

Try task Create task route

Meeting Logistics Agent

89.0% pass rate · 80% quality floor · 6.69s p50

Cheapest passing model

Try task Create task route

Presentation Deck Agent

33.0% pass rate · 80% quality floor · 18.83s p50

Below the quality floor

Try task Create task route

Project Status Sync Agent

32.0% pass rate · 80% quality floor · 16.83s p50

Below the quality floor

Try task Create task route

Spreadsheet Formula Repair Agent

91.0% pass rate · 80% quality floor · 11.34s p50

Cheapest passing model

Try task Create task route

Digital-Post

92.0% pass rate · 80% quality floor · 1.53s p50

Clears the quality floor

Try task Create task route

Inbox-Guard

60.0% pass rate · 80% quality floor · 9.91s p50

Below the quality floor

Try task Create task route

Receipt-Ref

62.0% pass rate · 80% quality floor · 0.60s p50

Below the quality floor

Try task Create task route

Reply-Draft

97.0% pass rate · 80% quality floor · 2.19s p50

Cheapest passing model

Try task Create task route

Research-Synth

75.0% pass rate · 80% quality floor · 9.43s p50

Below the quality floor

Try task Create task route

Sign-Flow

20.0% pass rate · 80% quality floor · 0.31s p50

Below the quality floor

Try task Create task route

Slack-Router

42.0% pass rate · 80% quality floor · 0.41s p50

Below the quality floor

Try task Create task route

Tidy-Drive

45.0% pass rate · 80% quality floor · 13.53s p50

Below the quality floor

Try task Create task route

Benefits Eligibility Agent

69.0% pass rate · 80% quality floor · 10.80s p50

Below the quality floor

Try task Create task route

Payroll Exception Agent

41.0% pass rate · 80% quality floor · 18.07s p50

Below the quality floor

Try task Create task route

PTO Request Agent

31.0% pass rate · 80% quality floor · 11.92s p50

Below the quality floor

Try task Create task route

Role Transfer Agent

83.0% pass rate · 80% quality floor · 25.00s p50

Cheapest passing model

Try task Create task route

Timesheet Compliance Agent

40.0% pass rate · 80% quality floor · 18.02s p50

Below the quality floor

Try task Create task route

ADR-Writer

98.0% pass rate · 80% quality floor · 5.22s p50

Cheapest passing model

Try task Create task route

Eisenhower-Bot

53.0% pass rate · 80% quality floor · 2.50s p50

Below the quality floor

Try task Create task route

Manager-Coach

100.0% pass rate · 80% quality floor · 3.15s p50

Clears the quality floor

Try task Create task route

Mediator-AI

92.0% pass rate · 80% quality floor · 4.19s p50

Cheapest passing model

Try task Create task route

Promo-Writer

90.0% pass rate · 80% quality floor · 8.42s p50

Cheapest passing model

Try task Create task route

Radical-Candor

98.0% pass rate · 80% quality floor · 1.48s p50

Cheapest passing model

Try task Create task route

Shoutout-Gen

71.0% pass rate · 80% quality floor · 2.75s p50

Below the quality floor

Try task Create task route

TownHall-Brief

93.0% pass rate · 80% quality floor · 6.82s p50

Clears the quality floor

Try task Create task route

Battlecard-Gen

82.0% pass rate · 80% quality floor · 4.17s p50

Cheapest passing model

Try task Create task route

BDR-Bot

26.0% pass rate · 80% quality floor · 0.56s p50

Below the quality floor

Try task Create task route

Churn-Guard

81.0% pass rate · 80% quality floor · 8.36s p50

Cheapest passing model

Try task Create task route

Closer-AI

92.0% pass rate · 80% quality floor · 2.14s p50

Cheapest passing model

Try task Create task route

CRM-Summarizer

86.0% pass rate · 80% quality floor · 11.36s p50

Cheapest passing model

Try task Create task route

Hyper-Pers

100.0% pass rate · 80% quality floor · 3.02s p50

Clears the quality floor

Try task Create task route

Meeting-Prep

39.4% pass rate · 80% quality floor · 7.84s p50

Below the quality floor

Try task Create task route

Network-Grow

69.0% pass rate · 80% quality floor · 2.31s p50

Below the quality floor

Try task Create task route

Quote-Fixer

17.0% pass rate · 80% quality floor · 31.89s p50

Below the quality floor

Try task Create task route

Churn Save Agent

63.0% pass rate · 80% quality floor · 11.19s p50

Below the quality floor

Try task Create task route

CRM Deduplication Agent

43.0% pass rate · 80% quality floor · 30.87s p50

Below the quality floor

Try task Create task route

Lead Enrichment Agent

54.0% pass rate · 80% quality floor · 10.19s p50

Below the quality floor

Try task Create task route

Opportunity Hygiene Agent

21.0% pass rate · 80% quality floor · 16.43s p50

Below the quality floor

Try task Create task route

Quote Approval Agent

8.0% pass rate · 80% quality floor · 32.01s p50

Below the quality floor

Try task Create task route

Sales Follow-Up Agent

3.0% pass rate · 80% quality floor · 7.05s p50

Below the quality floor

Try task Create task route

Brand-Voice Rewrite

60.0% pass rate · 80% quality floor · 1.03s p50

Below the quality floor

Try task Create task route

Constrained Ad-Copy Variant Generation

22.0% pass rate · 80% quality floor · 5.14s p50

Below the quality floor

Try task Create task route

Customer Case-Study Drafting

100.0% pass rate · 80% quality floor · 5.48s p50

Cheapest passing model

Try task Create task route

Customer Health Signal Classification

62.0% pass rate · 80% quality floor · 0.59s p50

Below the quality floor

Try task Create task route

Email Unsubscribe Reason Classification

99.0% pass rate · 80% quality floor · 0.39s p50

Clears the quality floor

Try task Create task route

Lead Routing Explanation

83.0% pass rate · 80% quality floor · 0.78s p50

Clears the quality floor

Try task Create task route

Negative Product Review Response

96.0% pass rate · 80% quality floor · 1.91s p50

Clears the quality floor

Try task Create task route

Prospect Trigger Summary

89.0% pass rate · 80% quality floor · 4.12s p50

Clears the quality floor

Try task Create task route

RFP Executive Summary

62.5% pass rate · 80% quality floor · 9.90s p50

Below the quality floor

Try task Create task route

Sales Objection Classification

94.0% pass rate · 80% quality floor · 0.34s p50

Clears the quality floor

Try task Create task route

Strategic Account Plan Synthesis

36.0% pass rate · 80% quality floor · 19.38s p50

Below the quality floor

Try task Create task route

CI Failure Repair Agent

59.0% pass rate · 80% quality floor · 11.12s p50

Below the quality floor

Try task Create task route

Database Performance Agent

63.0% pass rate · 80% quality floor · 17.69s p50

Below the quality floor

Try task Create task route

Data Pipeline Recovery Agent

64.6% pass rate · 80% quality floor · 14.87s p50

Below the quality floor

Try task Create task route

Dependency Upgrade Agent

71.0% pass rate · 80% quality floor · 24.64s p50

Below the quality floor

Try task Create task route

Flaky Test Remediation Agent

19.0% pass rate · 80% quality floor · 20.84s p50

Below the quality floor

Try task Create task route

Repository Issue Resolution Agent

38.9% pass rate · 80% quality floor · 20.33s 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
TrustedRouter Observed router listing	$0.0211	$0.1055	10/2/2026, 8:00:09 PM UTC