Frontier · 1M context

Gemini 3.1 Pro Preview

Gemini 3.1 Pro Preview. Compare provider offers, token prices, and published task evidence below.

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Google Vertex AI

Connected

gemini-3.1-pro-previewLive· Last check: 29 min agoPer 1M tokens$2.00 in · $12.00 out

Coming soon

Reference offers only. These providers cannot be called through our API yet.

OpenRouter

Coming soon

google/gemini-3.1-pro-preview

$2.00 in · $12.00 outReference · OpenRouter · 2026-11-02

View details →

TrustedRouter

Coming soon

google/gemini-3.1-pro-preview

$2.11 in · $12.66 outReference · TrustedRouter · 2026-11-02

View details →

Model ID

gemini-3.1-pro-preview

Live· Last check: 29 min ago

About this model

Gemini 3.1 Pro Preview. Compare provider offers, token prices, and published task evidence below.

Input price

$2.00/ 1M tokens

Neurometric

Output price

$12.00/ 1M tokens

Neurometric

Context window

1Mtokens

1,048,576 max input

Architecture

Frontier

Frontier tier

Quick Start & OpenAI-compatible SDK usage

Call this model directly with any OpenAI-compatible SDK. Set base_url to the URL below and pass your API key. Sign up for an API key →

# pip install openai
import os
from openai import OpenAI

client = OpenAI(
    base_url="https://api.taskrouter.com/v1",
    api_key=os.environ["TASKROUTER_API_KEY"],
)

reply = client.chat.completions.create(
    model="gemini-3.1-pro-preview",
    messages=[{"role": "user", "content": "Hello! How can you help me today?"}],
)
print(reply.choices[0].message.content)

Base URL: https://api.taskrouter.com/v1Header: Authorization: Bearer $TASKROUTER_API_KEY

Published task evidence

Each task has a minimum pass rate. A model passes the task when its pass rate reaches that minimum.

Account Recovery Agent

68.0% pass rate · 80% minimum · 15.41s p50

Below the minimum

Try task Create task route

Airline Itinerary Change Agent

51.0% pass rate · 80% minimum · 11.40s p50

Below the minimum

Try task Create task route

Appointment Management Agent

60.0% pass rate · 80% minimum · 11.15s p50

Below the minimum

Try task Create task route

Delivery Exception Agent

63.0% pass rate · 80% minimum · 13.98s p50

Below the minimum

Try task Create task route

Order Change Agent

85.0% pass rate · 80% minimum · 6.25s p50

Passes the task

Try task Create task route

Refund Resolution Agent

50.0% pass rate · 80% minimum · 13.24s p50

Below the minimum

Try task Create task route

Return RMA Agent

67.0% pass rate · 80% minimum · 12.78s p50

Below the minimum

Try task Create task route

Service Incident Support Agent

0.0% pass rate · 80% minimum · 16.80s p50

Below the minimum

Try task Create task route

Subscription Change Agent

75.0% pass rate · 80% minimum · 13.21s p50

Below the minimum

Try task Create task route

Telecom Plan Service Agent

55.0% pass rate · 80% minimum · 15.21s p50

Below the minimum

Try task Create task route

Account-Pulse

93.0% pass rate · 80% minimum · 14.36s p50

Passes the task

Try task Create task route

CSM-Summary

77.0% pass rate · 80% minimum · 13.09s p50

Below the minimum

Try task Create task route

Feature-Adopter

67.0% pass rate · 80% minimum · 9.71s p50

Below the minimum

Try task Create task route

Goal-Setter

49.0% pass rate · 80% minimum · 15.48s p50

Below the minimum

Try task Create task route

Growth-Index

88.0% pass rate · 80% minimum · 12.87s p50

Passes the task

Try task Create task route

Loss-Review

95.0% pass rate · 80% minimum · 11.81s p50

Passes the task

Try task Create task route

Milestone-Check

47.0% pass rate · 80% minimum · 12.82s p50

Below the minimum

Try task Create task route

Review-Recruit

99.0% pass rate · 80% minimum · 13.98s p50

Passes the task

Try task Create task route

Upgrade-Assist

34.0% pass rate · 80% minimum · 16.08s p50

Below the minimum

Try task Create task route

Dev-Link

99.0% pass rate · 80% minimum · 9.43s p50

Passes the task

Try task Create task route

Empathy-Edge

98.0% pass rate · 80% minimum · 8.74s p50

Passes the task

Try task Create task route

Help-Article

98.0% pass rate · 80% minimum · 10.07s p50

Passes the task

Try task Create task route

Policy-Check

88.0% pass rate · 80% minimum · 4.82s p50

Passes the task

Try task Create task route

Quick-Reply

100.0% pass rate · 80% minimum · 3.97s p50

Passes the task

Try task Create task route

Support-Poly

100.0% pass rate · 80% minimum · 8.64s p50

Passes the task

Try task Create task route

Ticket-Clean

91.0% pass rate · 80% minimum · 4.50s p50

Passes the task

Try task Create task route

Trouble-Shoot

46.0% pass rate · 80% minimum · 15.63s p50

Below the minimum

Try task Create task route

Urgency-Sort

78.0% pass rate · 80% minimum · 13.80s p50

Below the minimum

Try task Create task route

Whale-Watch

80.0% pass rate · 80% minimum · 5.22s p50

Passes the task

Try task Create task route

Bash-Medic

33.0% pass rate · 80% minimum · 15.71s p50

Below the minimum

Try task Create task route

Cobol-to-Python

75.0% pass rate · 80% minimum · 8.89s p50

Below the minimum

Try task Create task route

Code-Refactorer

56.0% pass rate · 80% minimum · 13.27s p50

Below the minimum

Try task Create task route

Code-Writer

6.0% pass rate · 80% minimum · 15.19s p50

Below the minimum

Try task Create task route

Doc-Master

92.0% pass rate · 80% minimum · 9.98s p50

Passes the task

Try task Create task route

PR-Summarizer

100.0% pass rate · 80% minimum · 12.07s p50

Passes the task

Try task Create task route

Query-Tune

72.0% pass rate · 80% minimum · 9.51s p50

Below the minimum

Try task Create task route

Regex-Gen

86.0% pass rate · 80% minimum · 7.66s p50

Passes the task

Try task Create task route

SDK-Maker

14.0% pass rate · 80% minimum · 14.16s p50

Below the minimum

Try task Create task route

Style-Fixer

51.0% pass rate · 80% minimum · 11.88s p50

Below the minimum

Try task Create task route

Bill-Sieve

18.0% pass rate · 80% minimum · 7.59s p50

Below the minimum

Try task Create task route

BOL-Scanner

54.0% pass rate · 80% minimum · 7.97s p50

Below the minimum

Try task Create task route

Briefing-Bot

49.0% pass rate · 80% minimum · 15.00s p50

Below the minimum

Try task Create task route

Cash-Flow-Ref

37.0% pass rate · 80% minimum · 11.50s p50

Below the minimum

Try task Create task route

Form-Helper

49.0% pass rate · 80% minimum · 11.60s p50

Below the minimum

Try task Create task route

Policy-Puller

74.0% pass rate · 80% minimum · 8.43s p50

Below the minimum

Try task Create task route

Profile-Builder

10.0% pass rate · 80% minimum · 10.51s p50

Below the minimum

Try task Create task route

Rent-Logic

40.0% pass rate · 80% minimum · 10.43s p50

Below the minimum

Try task Create task route

SKU-Architect

51.0% pass rate · 80% minimum · 7.55s p50

Below the minimum

Try task Create task route

Source-Verify

3.0% pass rate · 80% minimum · 14.21s p50

Below the minimum

Try task Create task route

Terms-Finder

45.0% pass rate · 80% minimum · 8.90s p50

Below the minimum

Try task Create task route

B2B Catalog Schema Mapping

0.0% pass rate · 80% minimum · 14.77s p50

Below the minimum

Try task Create task route

Counterfeit Listing Detection

18.0% pass rate · 80% minimum · 15.95s p50

Below the minimum

Try task Create task route

Delivery Exception Explanation

95.0% pass rate · 80% minimum · 9.46s p50

Passes the task

Try task Create task route

Good-Better-Best Product Comparison

6.0% pass rate · 80% minimum · 15.84s p50

Below the minimum

Try task Create task route

Inventory Stock-Out Explanation

33.0% pass rate · 80% minimum · 16.69s p50

Below the minimum

Try task Create task route

Last-Mile Instruction Clarification

82.0% pass rate · 80% minimum · 8.95s p50

Passes the task

Try task Create task route

Natural-Language Product Filter Extraction

67.0% pass rate · 80% minimum · 4.98s p50

Below the minimum

Try task Create task route

Product Attribute Tagging

61.0% pass rate · 80% minimum · 5.88s p50

Below the minimum

Try task Create task route

Return Abuse Risk Triage

88.0% pass rate · 80% minimum · 6.50s p50

Passes the task

Try task Create task route

Vulnerability Disclosure Intake Summary

91.0% pass rate · 80% minimum · 11.53s p50

Passes the task

Try task Create task route

Warehouse Near-Miss Theme Summary

24.0% pass rate · 80% minimum · 14.77s p50

Below the minimum

Try task Create task route

Wholesale Credit Application Extraction

6.0% pass rate · 80% minimum · 13.54s p50

Below the minimum

Try task Create task route

Chapter Glossary Extraction

31.0% pass rate · 80% minimum · 11.70s p50

Below the minimum

Try task Create task route

Constructive Student Feedback Rewrite

100.0% pass rate · 80% minimum · 9.79s p50

Passes the task

Try task Create task route

Interest-Based Math Problem Generation

57.0% pass rate · 80% minimum · 12.89s p50

Below the minimum

Try task Create task route

Measurable IEP Goal Drafting

45.0% pass rate · 80% minimum · 13.06s p50

Below the minimum

Try task Create task route

Multiple-Choice Distractor Generation

60.0% pass rate · 80% minimum · 9.02s p50

Below the minimum

Try task Create task route

Parent-Teacher Conference Summary

99.0% pass rate · 80% minimum · 12.66s p50

Passes the task

Try task Create task route

Reading-Level Adjustment

99.0% pass rate · 80% minimum · 10.33s p50

Passes the task

Try task Create task route

Scholarship Eligibility Screening

85.0% pass rate · 80% minimum · 8.27s p50

Passes the task

Try task Create task route

Source-Grounded Flashcard Generation

100.0% pass rate · 80% minimum · 7.55s p50

Passes the task

Try task Create task route

Standards-Aligned Lesson Plan Generation

28.0% pass rate · 80% minimum · 16.63s p50

Below the minimum

Try task Create task route

Syllabus Policy Compliance Check

2.0% pass rate · 80% minimum · 15.49s p50

Below the minimum

Try task Create task route

Auth-Guard

30.0% pass rate · 80% minimum · 17.55s p50

Below the minimum

Try task Create task route

Debt-Scan

71.0% pass rate · 80% minimum · 12.52s p50

Below the minimum

Try task Create task route

ERD-Creator

39.0% pass rate · 80% minimum · 12.60s p50

Below the minimum

Try task Create task route

Error-Explain

99.0% pass rate · 80% minimum · 9.26s p50

Passes the task

Try task Create task route

PRD-Draft

99.0% pass rate · 80% minimum · 11.32s p50

Passes the task

Try task Create task route

Release-Logs

85.0% pass rate · 80% minimum · 10.38s p50

Passes the task

Try task Create task route

Customer-Facing Release Note Synthesis

99.0% pass rate · 80% minimum · 9.02s p50

Passes the task

Try task Create task route

Duplicate Engineering Ticket Detection

7.6% pass rate · 80% minimum · 16.58s p50

Below the minimum

Try task Create task route

Kubernetes Resource Recommendation

0.0% pass rate · 80% minimum · 15.05s p50

Below the minimum

Try task Create task route

Load-Test Breaking-Point Summary

43.0% pass rate · 80% minimum · 14.71s p50

Below the minimum

Try task Create task route

OpenAPI Breaking-Change Detection

15.0% pass rate · 80% minimum · 16.70s p50

Below the minimum

Try task Create task route

PII Logging Risk Review

1.0% pass rate · 80% minimum · 16.12s p50

Below the minimum

Try task Create task route

Product Requirement Ambiguity Detection

17.5% pass rate · 80% minimum · 17.79s p50

Below the minimum

Try task Create task route

SQL Query Performance Diagnosis

1.0% pass rate · 80% minimum · 16.90s p50

Below the minimum

Try task Create task route

Stack-Trace Error Deduplication

59.0% pass rate · 80% minimum · 7.61s p50

Below the minimum

Try task Create task route

Terraform Security Misconfiguration Detection

11.0% pass rate · 80% minimum · 15.43s p50

Below the minimum

Try task Create task route

Tool Selection and Argument Validation

54.0% pass rate · 80% minimum · 5.54s p50

Below the minimum

Try task Create task route

Unit-Test Case Generation

45.0% pass rate · 80% minimum · 13.36s p50

Below the minimum

Try task Create task route

Zero-Downtime Schema Migration Planning

3.0% pass rate · 80% minimum · 17.92s p50

Below the minimum

Try task Create task route

Anomaly-Sense

92.0% pass rate · 80% minimum · 13.85s p50

Passes the task

Try task Create task route

ASC 606 Revenue Recognition Review

0.0% pass rate · 80% minimum · 14.77s p50

Below the minimum

Try task Create task route

Bank-to-GL Reconciliation Explanation

17.0% pass rate · 80% minimum · 14.81s p50

Below the minimum

Try task Create task route

Budget Variance Narrative

98.0% pass rate · 80% minimum · 9.28s p50

Passes the task

Try task Create task route

Chart-Mapper

85.0% pass rate · 80% minimum · 4.25s p50

Passes the task

Try task Create task route

Commercial Loan Covenant Monitoring

3.0% pass rate · 80% minimum · 14.57s p50

Below the minimum

Try task Create task route

Debt-Collector

91.0% pass rate · 80% minimum · 12.62s p50

Passes the task

Try task Create task route

EBITDA Add-Back Identification

0.0% pass rate · 80% minimum · 13.84s p50

Below the minimum

Try task Create task route

Expense-Code

79.0% pass rate · 80% minimum · 4.85s p50

Below the minimum

Try task Create task route

Expense Policy Decision Explanation

55.0% pass rate · 80% minimum · 5.85s p50

Below the minimum

Try task Create task route

Extract-AI

50.0% pass rate · 80% minimum · 4.67s p50

Below the minimum

Try task Create task route

Fixed-Asset Depreciation Classification

80.0% pass rate · 80% minimum · 8.74s p50

Passes the task

Try task Create task route

Forecast-Narrator

20.0% pass rate · 80% minimum · 16.22s p50

Below the minimum

Try task Create task route

Invoice Payment-Fraud Detection

29.0% pass rate · 80% minimum · 17.15s p50

Below the minimum

Try task Create task route

Ratio-Analyzer

100.0% pass rate · 80% minimum · 8.55s p50

Passes the task

Try task Create task route

Rec-Engine

0.0% pass rate · 80% minimum · 14.32s p50

Below the minimum

Try task Create task route

Stock-Val

23.0% pass rate · 80% minimum · 14.00s p50

Below the minimum

Try task Create task route

Thirteen-Week Cash-Flow Forecast

0.0% pass rate · 80% minimum · 12.38s p50

Below the minimum

Try task Create task route

Three-Way Match Discrepancy Resolution

68.0% pass rate · 80% minimum · 12.94s p50

Below the minimum

Try task Create task route

Vendor Entity Deduplication

1.0% pass rate · 80% minimum · 15.30s p50

Below the minimum

Try task Create task route

Budget Transfer Agent

54.0% pass rate · 80% minimum · 14.49s p50

Below the minimum

Try task Create task route

Cash Application Agent

67.0% pass rate · 80% minimum · 10.73s p50

Below the minimum

Try task Create task route

Cash Position Agent

0.0% pass rate · 80% minimum · 14.18s p50

Below the minimum

Try task Create task route

Collections Workflow Agent

17.0% pass rate · 80% minimum · 15.44s p50

Below the minimum

Try task Create task route

Financial Variance Investigation Agent

1.0% pass rate · 80% minimum · 15.20s p50

Below the minimum

Try task Create task route

Invoice Three-Way Match Agent

91.0% pass rate · 80% minimum · 10.64s p50

Passes the task

Try task Create task route

Month-End Close Agent

6.0% pass rate · 80% minimum · 14.13s p50

Below the minimum

Try task Create task route

Requisition-to-PO Agent

0.0% pass rate · 80% minimum · 14.60s p50

Below the minimum

Try task Create task route

Vendor Onboarding Agent

58.6% pass rate · 80% minimum · 14.98s p50

Below the minimum

Try task Create task route

Claim Denial Appeal Drafting

61.0% pass rate · 80% minimum · 14.75s p50

Below the minimum

Try task Create task route

Clinical Note SOAP Structuring

37.0% pass rate · 80% minimum · 12.74s p50

Below the minimum

Try task Create task route

Clinical Trial Eligibility Extraction

6.0% pass rate · 80% minimum · 13.61s p50

Below the minimum

Try task Create task route

Dietary Allergy Menu Screening

96.0% pass rate · 80% minimum · 3.45s p50

Passes the task

Try task Create task route

Draft ICD-10 Code Suggestion

68.0% pass rate · 80% minimum · 4.52s p50

Below the minimum

Try task Create task route

Elder-Care Daily Note Summary

87.0% pass rate · 80% minimum · 11.27s p50

Passes the task

Try task Create task route

Longitudinal Lab Trend Description

75.0% pass rate · 80% minimum · 11.10s p50

Below the minimum

Try task Create task route

Patient-Friendly Result Explanation

100.0% pass rate · 80% minimum · 11.58s p50

Passes the task

Try task Create task route

Patient Satisfaction Complaint Classification

98.0% pass rate · 80% minimum · 4.76s p50

Passes the task

Try task Create task route

Prior Authorization Evidence Assembly

2.1% pass rate · 80% minimum · 14.73s p50

Below the minimum

Try task Create task route

All-Hands Question Moderation

66.0% pass rate · 80% minimum · 10.51s p50

Below the minimum

Try task Create task route

Behavioral Interview Question Generation

4.0% pass rate · 80% minimum · 16.66s p50

Below the minimum

Try task Create task route

Employee Benefits Policy Q&A

38.0% pass rate · 80% minimum · 7.91s p50

Below the minimum

Try task Create task route

Employee Engagement Survey Theming

1.0% pass rate · 80% minimum · 15.34s p50

Below the minimum

Try task Create task route

Inclusive Job Description Review

1.1% pass rate · 80% minimum · 16.57s p50

Below the minimum

Try task Create task route

Internal Role Opportunity Matching

0.0% pass rate · 80% minimum · 16.01s p50

Below the minimum

Try task Create task route

Interview Feedback Standardization

16.7% pass rate · 80% minimum · 17.46s p50

Below the minimum

Try task Create task route

Performance Review Bias Detection

83.0% pass rate · 80% minimum · 16.64s p50

Passes the task

Try task Create task route

Training Transcript Action Summary

99.0% pass rate · 80% minimum · 11.12s p50

Passes the task

Try task Create task route

Bias-Check

21.0% pass rate · 80% minimum · 17.22s p50

Below the minimum

Try task Create task route

Handbook-Bot

99.0% pass rate · 80% minimum · 7.42s p50

Passes the task

Try task Create task route

Interview-Analyst

79.0% pass rate · 80% minimum · 14.63s p50

Below the minimum

Try task Create task route

JD-Writer

88.0% pass rate · 80% minimum · 12.23s p50

Passes the task

Try task Create task route

L&D-Advisor

16.0% pass rate · 80% minimum · 15.08s p50

Below the minimum

Try task Create task route

NewHire-Nav

88.0% pass rate · 80% minimum · 6.87s p50

Passes the task

Try task Create task route

Offer-Architect

28.0% pass rate · 80% minimum · 14.15s p50

Below the minimum

Try task Create task route

Pay-Clarifier

88.0% pass rate · 80% minimum · 13.07s p50

Passes the task

Try task Create task route

Retention-Insight

12.0% pass rate · 80% minimum · 17.82s p50

Below the minimum

Try task Create task route

Deal-Sieve

0.0% pass rate · 80% minimum · 15.94s p50

Below the minimum

Try task Create task route

Risk-Evaluator

23.0% pass rate · 80% minimum · 18.09s p50

Below the minimum

Try task Create task route

Trend-Spotter

99.0% pass rate · 80% minimum · 10.40s p50

Passes the task

Try task Create task route

Access Request Agent

90.0% pass rate · 80% minimum · 14.27s p50

Passes the task

Try task Create task route

Backup Recovery Agent

1.0% pass rate · 80% minimum · 16.91s p50

Below the minimum

Try task Create task route

Phishing Triage Agent

43.0% pass rate · 80% minimum · 6.37s p50

Below the minimum

Try task Create task route

SaaS License Reclamation Agent

7.0% pass rate · 80% minimum · 15.32s p50

Below the minimum

Try task Create task route

Security Alert Investigation Agent

38.0% pass rate · 80% minimum · 15.43s p50

Below the minimum

Try task Create task route

AML Narrative Writer

0.0% pass rate · 80% minimum · 14.96s p50

Below the minimum

Try task Create task route

Attorney-Client Privilege Triage

97.0% pass rate · 80% minimum · 5.63s p50

Passes the task

Try task Create task route

Bankruptcy Proof of Claim Auditor

99.0% pass rate · 80% minimum · 7.85s p50

Passes the task

Try task Create task route

Clause-Extractor

24.0% pass rate · 80% minimum · 7.93s p50

Below the minimum

Try task Create task route

Clinical Consent Form Requirement Check

1.0% pass rate · 80% minimum · 14.40s p50

Below the minimum

Try task Create task route

Conflict-Check

18.0% pass rate · 80% minimum · 15.40s p50

Below the minimum

Try task Create task route

Conflict of Interest Discloser

92.0% pass rate · 80% minimum · 13.41s p50

Passes the task

Try task Create task route

Construction Change Order Analyst

45.0% pass rate · 80% minimum · 16.45s p50

Below the minimum

Try task Create task route

Corporate Minutes Public Redaction

7.0% pass rate · 80% minimum · 13.53s p50

Below the minimum

Try task Create task route

Corporate Minutes Redactor

6.0% pass rate · 80% minimum · 14.74s p50

Below the minimum

Try task Create task route

Court Transcript Fact Extractor

99.0% pass rate · 80% minimum · 9.69s p50

Passes the task

Try task Create task route

Customs HS Code Classifier

92.0% pass rate · 80% minimum · 6.60s p50

Passes the task

Try task Create task route

Depo-Summary

78.0% pass rate · 80% minimum · 15.06s p50

Below the minimum

Try task Create task route

Digital Signature Audit Trail Verifier

76.0% pass rate · 80% minimum · 13.11s p50

Below the minimum

Try task Create task route

Discovery Privilege Reviewer

97.0% pass rate · 80% minimum · 7.57s p50

Passes the task

Try task Create task route

Environmental Impact Report Synthesizer

18.0% pass rate · 80% minimum · 17.72s p50

Below the minimum

Try task Create task route

Exhibit-List

0.0% pass rate · 80% minimum · 13.49s p50

Below the minimum

Try task Create task route

FCPA Expense Interaction Risk Classification

92.0% pass rate · 80% minimum · 6.17s p50

Passes the task

Try task Create task route

FDD Item 19 Summarizer

95.0% pass rate · 80% minimum · 10.71s p50

Passes the task

Try task Create task route

GDPR DPA Article 28 Validation

43.0% pass rate · 80% minimum · 13.04s p50

Below the minimum

Try task Create task route

Legalese-to-Plain

94.0% pass rate · 80% minimum · 10.57s p50

Passes the task

Try task Create task route

Legal-Template

2.0% pass rate · 80% minimum · 15.10s p50

Below the minimum

Try task Create task route

Lobbying Disclosure Act Form Assistant

65.0% pass rate · 80% minimum · 15.00s p50

Below the minimum

Try task Create task route

Media Rights Matrix Generator

77.0% pass rate · 80% minimum · 10.28s p50

Below the minimum

Try task Create task route

Non-Profit Bylaw Checker

45.0% pass rate · 80% minimum · 15.24s p50

Below the minimum

Try task Create task route

Open-Source License Compatibility Check

96.0% pass rate · 80% minimum · 5.47s p50

Passes the task

Try task Create task route

Patent Prior-Art Plain-Language Summary

98.0% pass rate · 80% minimum · 11.47s p50

Passes the task

Try task Create task route

PHI Exposure Detection in Audit Logs

24.0% pass rate · 80% minimum · 7.82s p50

Below the minimum

Try task Create task route

Precedent-Finder

98.0% pass rate · 80% minimum · 11.36s p50

Passes the task

Try task Create task route

Prior-Art-AI

0.0% pass rate · 80% minimum · 14.95s p50

Below the minimum

Try task Create task route

Redline-Diff

8.0% pass rate · 80% minimum · 16.26s p50

Below the minimum

Try task Create task route

Regulatory Alert De-Noiser

96.0% pass rate · 80% minimum · 10.93s p50

Passes the task

Try task Create task route

SaaS MSA Liability Redlining

23.0% pass rate · 80% minimum · 14.41s p50

Below the minimum

Try task Create task route

SEC Risk-Factor Change Detection

7.0% pass rate · 80% minimum · 15.44s p50

Below the minimum

Try task Create task route

Shareholder Resolution Sentiment Analyzer

100.0% pass rate · 80% minimum · 9.00s p50

Passes the task

Try task Create task route

Contract Intake Agent

40.6% pass rate · 80% minimum · 4.73s p50

Below the minimum

Try task Create task route

Keyword-King

92.0% pass rate · 80% minimum · 10.22s p50

Passes the task

Try task Create task route

Landing-Optimize

89.0% pass rate · 80% minimum · 8.22s p50

Passes the task

Try task Create task route

Media-Reach

100.0% pass rate · 80% minimum · 11.18s p50

Passes the task

Try task Create task route

Substack-Sync

93.0% pass rate · 80% minimum · 12.71s p50

Passes the task

Try task Create task route

Success-Story

92.0% pass rate · 80% minimum · 13.71s p50

Passes the task

Try task Create task route

Tone-Checker

55.0% pass rate · 80% minimum · 16.03s p50

Below the minimum

Try task Create task route

Trend-Hitch

36.0% pass rate · 80% minimum · 17.84s p50

Below the minimum

Try task Create task route

Document Assembly Agent

54.0% pass rate · 80% minimum · 12.34s p50

Below the minimum

Try task Create task route

Inbox-to-Action Agent

26.0% pass rate · 80% minimum · 15.75s p50

Below the minimum

Try task Create task route

Meeting Logistics Agent

82.0% pass rate · 80% minimum · 10.97s p50

Passes the task

Try task Create task route

Presentation Deck Agent

0.0% pass rate · 80% minimum · 15.11s p50

Below the minimum

Try task Create task route

Project Status Sync Agent

2.0% pass rate · 80% minimum · 15.43s p50

Below the minimum

Try task Create task route

Spreadsheet Formula Repair Agent

94.0% pass rate · 80% minimum · 8.17s p50

Passes the task

Try task Create task route

Digital-Post

97.0% pass rate · 80% minimum · 6.97s p50

Passes the task

Try task Create task route

Inbox-Guard

25.0% pass rate · 80% minimum · 14.72s p50

Below the minimum

Try task Create task route

Receipt-Ref

94.0% pass rate · 80% minimum · 7.29s p50

Passes the task

Try task Create task route

Reply-Draft

96.0% pass rate · 80% minimum · 7.84s p50

Passes the task

Try task Create task route

Research-Synth

37.0% pass rate · 80% minimum · 16.07s p50

Below the minimum

Try task Create task route

Sign-Flow

18.0% pass rate · 80% minimum · 5.83s p50

Below the minimum

Try task Create task route

Slack-Router

59.0% pass rate · 80% minimum · 4.71s p50

Below the minimum

Try task Create task route

Tidy-Drive

12.0% pass rate · 80% minimum · 16.66s p50

Below the minimum

Try task Create task route

Benefits Eligibility Agent

68.0% pass rate · 80% minimum · 15.12s p50

Below the minimum

Try task Create task route

Payroll Exception Agent

41.0% pass rate · 80% minimum · 15.42s p50

Below the minimum

Try task Create task route

PTO Request Agent

42.0% pass rate · 80% minimum · 14.74s p50

Below the minimum

Try task Create task route

Role Transfer Agent

9.0% pass rate · 80% minimum · 15.52s p50

Below the minimum

Try task Create task route

Timesheet Compliance Agent

28.0% pass rate · 80% minimum · 16.26s p50

Below the minimum

Try task Create task route

ADR-Writer

96.0% pass rate · 80% minimum · 11.96s p50

Passes the task

Try task Create task route

Eisenhower-Bot

40.0% pass rate · 80% minimum · 15.27s p50

Below the minimum

Try task Create task route

Manager-Coach

100.0% pass rate · 80% minimum · 11.71s p50

Passes the task

Try task Create task route

Mediator-AI

95.0% pass rate · 80% minimum · 15.73s p50

Passes the task

Try task Create task route

Promo-Writer

79.0% pass rate · 80% minimum · 13.76s p50

Below the minimum

Try task Create task route

Radical-Candor

100.0% pass rate · 80% minimum · 10.03s p50

Passes the task

Try task Create task route

Shoutout-Gen

92.0% pass rate · 80% minimum · 10.19s p50

Passes the task

Try task Create task route

TownHall-Brief

38.0% pass rate · 80% minimum · 16.00s p50

Below the minimum

Try task Create task route

Battlecard-Gen

80.0% pass rate · 80% minimum · 15.04s p50

Passes the task

Try task Create task route

BDR-Bot

56.0% pass rate · 80% minimum · 6.60s p50

Below the minimum

Try task Create task route

Churn-Guard

93.0% pass rate · 80% minimum · 13.74s p50

Passes the task

Try task Create task route

Closer-AI

78.0% pass rate · 80% minimum · 10.50s p50

Below the minimum

Try task Create task route

CRM-Summarizer

3.0% pass rate · 80% minimum · 15.17s p50

Below the minimum

Try task Create task route

Hyper-Pers

97.0% pass rate · 80% minimum · 10.30s p50

Passes the task

Try task Create task route

Meeting-Prep

59.6% pass rate · 80% minimum · 13.72s p50

Below the minimum

Try task Create task route

Network-Grow

95.0% pass rate · 80% minimum · 9.38s p50

Passes the task

Try task Create task route

Quote-Fixer

0.0% pass rate · 80% minimum · 13.51s p50

Below the minimum

Try task Create task route

Churn Save Agent

77.0% pass rate · 80% minimum · 11.79s p50

Below the minimum

Try task Create task route

CRM Deduplication Agent

1.0% pass rate · 80% minimum · 14.81s p50

Below the minimum

Try task Create task route

Lead Enrichment Agent

45.0% pass rate · 80% minimum · 13.73s p50

Below the minimum

Try task Create task route

Opportunity Hygiene Agent

26.0% pass rate · 80% minimum · 15.40s p50

Below the minimum

Try task Create task route

Quote Approval Agent

0.0% pass rate · 80% minimum · 14.05s p50

Below the minimum

Try task Create task route

Sales Follow-Up Agent

30.0% pass rate · 80% minimum · 14.92s p50

Below the minimum

Try task Create task route

Brand-Voice Rewrite

40.0% pass rate · 80% minimum · 14.28s p50

Below the minimum

Try task Create task route

Constrained Ad-Copy Variant Generation

40.0% pass rate · 80% minimum · 13.26s p50

Below the minimum

Try task Create task route

Customer Case-Study Drafting

86.0% pass rate · 80% minimum · 13.34s p50

Passes the task

Try task Create task route

Customer Health Signal Classification

64.0% pass rate · 80% minimum · 6.91s p50

Below the minimum

Try task Create task route

Email Unsubscribe Reason Classification

100.0% pass rate · 80% minimum · 4.30s p50

Passes the task

Try task Create task route

Lead Routing Explanation

94.0% pass rate · 80% minimum · 4.23s p50

Passes the task

Try task Create task route

Negative Product Review Response

98.0% pass rate · 80% minimum · 8.67s p50

Passes the task

Try task Create task route

Prospect Trigger Summary

99.0% pass rate · 80% minimum · 10.71s p50

Passes the task

Try task Create task route

RFP Executive Summary

5.2% pass rate · 80% minimum · 15.55s p50

Below the minimum

Try task Create task route

Sales Objection Classification

100.0% pass rate · 80% minimum · 4.69s p50

Passes the task

Try task Create task route

Strategic Account Plan Synthesis

2.0% pass rate · 80% minimum · 16.94s p50

Below the minimum

Try task Create task route

CI Failure Repair Agent

43.4% pass rate · 80% minimum · 15.48s p50

Below the minimum

Try task Create task route

Database Performance Agent

0.0% pass rate · 80% minimum · 17.31s p50

Below the minimum

Try task Create task route

Data Pipeline Recovery Agent

34.4% pass rate · 80% minimum · 16.19s p50

Below the minimum

Try task Create task route

Dependency Upgrade Agent

0.0% pass rate · 80% minimum · 16.57s p50

Below the minimum

Try task Create task route

Flaky Test Remediation Agent

1.0% pass rate · 80% minimum · 16.81s p50

Below the minimum

Try task Create task route

Repository Issue Resolution Agent

18.9% pass rate · 80% minimum · 15.21s p50

Below the minimum

Try task Create task route

The Playground and task routes choose from all models that pass the task, so they may not use this model.