Small · 8B · 16k context

Granite 4.1 8B

Granite 4.1 8B. Compare provider offers, token prices, and published task evidence below.

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Neurometric

Connected

vllm/ibm-granite/granite-4.1-8bLive· Last check: 25 min agoPer 1M tokens$0.05 in · $0.11 out

Coming soon

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

OpenRouter

Coming soon

ibm-granite/granite-4.1-8b

$0.05 in · $0.10 outReference · OpenRouter · 2026-11-02

View details →

TrustedRouter

Coming soon

ibm-granite/granite-4.1-8b

$0.05 in · $0.11 outReference · TrustedRouter · 2026-11-02

View details →

Model ID

vllm/ibm-granite/granite-4.1-8b

Live· Last check: 25 min ago

About this model

Granite 4.1 8B. Compare provider offers, token prices, and published task evidence below.

Input price

$0.05/ 1M tokens

Neurometric

Output price

$0.11/ 1M tokens

Neurometric

Context window

16ktokens

16,384 max input

Architecture

Small 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="vllm/ibm-granite/granite-4.1-8b",
    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.

Conversation Summary

0.0% pass rate · 80% minimum · 1.39s p50

Below the minimum

Try task Create task route

Grounded Document QA

20.0% pass rate · 80% minimum · 0.51s p50

Below the minimum

Try task Create task route

Account Recovery Agent

52.0% pass rate · 80% minimum · 8.75s p50

Below the minimum

Try task Create task route

Airline Itinerary Change Agent

33.0% pass rate · 80% minimum · 14.17s p50

Below the minimum

Try task Create task route

Appointment Management Agent

9.0% pass rate · 80% minimum · 8.59s p50

Below the minimum

Try task Create task route

Delivery Exception Agent

29.0% pass rate · 80% minimum · 10.38s p50

Below the minimum

Try task Create task route

Order Change Agent

64.0% pass rate · 80% minimum · 8.34s p50

Below the minimum

Try task Create task route

Refund Resolution Agent

32.0% pass rate · 80% minimum · 10.39s p50

Below the minimum

Try task Create task route

Return RMA Agent

15.0% pass rate · 80% minimum · 8.38s p50

Below the minimum

Try task Create task route

Service Incident Support Agent

45.0% pass rate · 80% minimum · 16.00s p50

Below the minimum

Try task Create task route

Subscription Change Agent

16.0% pass rate · 80% minimum · 11.78s p50

Below the minimum

Try task Create task route

Telecom Plan Service Agent

29.0% pass rate · 80% minimum · 13.64s p50

Below the minimum

Try task Create task route

Account-Pulse

84.0% pass rate · 80% minimum · 8.41s p50

Passes the task

Try task Create task route

CSM-Summary

94.0% pass rate · 80% minimum · 6.65s p50

Passes the task

Try task Create task route

Feature-Adopter

25.0% pass rate · 80% minimum · 3.56s p50

Below the minimum

Try task Create task route

Goal-Setter

10.0% pass rate · 80% minimum · 15.31s p50

Below the minimum

Try task Create task route

Growth-Index

89.0% pass rate · 80% minimum · 8.84s p50

Cheapest passing model

Try task Create task route

Loss-Review

16.0% pass rate · 80% minimum · 5.33s p50

Below the minimum

Try task Create task route

Milestone-Check

41.0% pass rate · 80% minimum · 8.86s p50

Below the minimum

Try task Create task route

Review-Recruit

35.0% pass rate · 80% minimum · 11.64s p50

Below the minimum

Try task Create task route

Upgrade-Assist

0.0% pass rate · 80% minimum · 13.61s p50

Below the minimum

Try task Create task route

Dev-Link

38.0% pass rate · 80% minimum · 5.53s p50

Below the minimum

Try task Create task route

Empathy-Edge

86.0% pass rate · 80% minimum · 3.24s p50

Passes the task

Try task Create task route

Help-Article

67.0% pass rate · 80% minimum · 7.35s p50

Below the minimum

Try task Create task route

Policy-Check

43.0% pass rate · 80% minimum · 0.59s p50

Below the minimum

Try task Create task route

Quick-Reply

99.0% pass rate · 80% minimum · 0.72s p50

Passes the task

Try task Create task route

Support-Poly

77.0% pass rate · 80% minimum · 2.98s p50

Below the minimum

Try task Create task route

Ticket-Clean

90.0% pass rate · 80% minimum · 0.54s p50

Passes the task

Try task Create task route

Trouble-Shoot

3.0% pass rate · 80% minimum · 10.74s p50

Below the minimum

Try task Create task route

Urgency-Sort

50.0% pass rate · 80% minimum · 8.51s p50

Below the minimum

Try task Create task route

Whale-Watch

81.0% pass rate · 80% minimum · 0.88s p50

Cheapest passing model

Try task Create task route

Bash-Medic

12.0% pass rate · 80% minimum · 7.24s p50

Below the minimum

Try task Create task route

Cobol-to-Python

53.0% pass rate · 80% minimum · 2.89s p50

Below the minimum

Try task Create task route

Code-Refactorer

55.0% pass rate · 80% minimum · 4.97s p50

Below the minimum

Try task Create task route

Code-Writer

6.0% pass rate · 80% minimum · 8.27s p50

Below the minimum

Try task Create task route

Doc-Master

43.0% pass rate · 80% minimum · 4.68s p50

Below the minimum

Try task Create task route

PR-Summarizer

52.0% pass rate · 80% minimum · 8.31s p50

Below the minimum

Try task Create task route

Query-Tune

62.0% pass rate · 80% minimum · 5.41s p50

Below the minimum

Try task Create task route

Regex-Gen

63.0% pass rate · 80% minimum · 6.45s p50

Below the minimum

Try task Create task route

SDK-Maker

24.0% pass rate · 80% minimum · 13.02s p50

Below the minimum

Try task Create task route

Style-Fixer

11.0% pass rate · 80% minimum · 5.57s p50

Below the minimum

Try task Create task route

Bill-Sieve

15.0% pass rate · 80% minimum · 2.97s p50

Below the minimum

Try task Create task route

BOL-Scanner

45.0% pass rate · 80% minimum · 2.04s p50

Below the minimum

Try task Create task route

Briefing-Bot

67.0% pass rate · 80% minimum · 5.69s p50

Below the minimum

Try task Create task route

Cash-Flow-Ref

0.0% pass rate · 80% minimum · 4.87s p50

Below the minimum

Try task Create task route

Form-Helper

29.0% pass rate · 80% minimum · 6.14s p50

Below the minimum

Try task Create task route

Policy-Puller

38.0% pass rate · 80% minimum · 3.56s p50

Below the minimum

Try task Create task route

Profile-Builder

5.0% pass rate · 80% minimum · 2.88s p50

Below the minimum

Try task Create task route

Rent-Logic

21.0% pass rate · 80% minimum · 3.80s p50

Below the minimum

Try task Create task route

SKU-Architect

29.0% pass rate · 80% minimum · 1.65s p50

Below the minimum

Try task Create task route

Source-Verify

31.0% pass rate · 80% minimum · 13.80s p50

Below the minimum

Try task Create task route

Terms-Finder

7.0% pass rate · 80% minimum · 2.61s p50

Below the minimum

Try task Create task route

B2B Catalog Schema Mapping

16.0% pass rate · 80% minimum · 15.32s p50

Below the minimum

Try task Create task route

Counterfeit Listing Detection

76.0% pass rate · 80% minimum · 16.20s p50

Below the minimum

Try task Create task route

Delivery Exception Explanation

74.0% pass rate · 80% minimum · 4.61s p50

Below the minimum

Try task Create task route

Good-Better-Best Product Comparison

29.0% pass rate · 80% minimum · 16.60s p50

Below the minimum

Try task Create task route

Inventory Stock-Out Explanation

49.0% pass rate · 80% minimum · 15.37s p50

Below the minimum

Try task Create task route

Last-Mile Instruction Clarification

23.0% pass rate · 80% minimum · 3.30s p50

Below the minimum

Try task Create task route

Natural-Language Product Filter Extraction

74.0% pass rate · 80% minimum · 0.69s p50

Below the minimum

Try task Create task route

Product Attribute Tagging

40.0% pass rate · 80% minimum · 0.81s p50

Below the minimum

Try task Create task route

Return Abuse Risk Triage

49.0% pass rate · 80% minimum · 0.98s p50

Below the minimum

Try task Create task route

Vulnerability Disclosure Intake Summary

46.0% pass rate · 80% minimum · 6.29s p50

Below the minimum

Try task Create task route

Warehouse Near-Miss Theme Summary

4.0% pass rate · 80% minimum · 9.32s p50

Below the minimum

Try task Create task route

Wholesale Credit Application Extraction

6.0% pass rate · 80% minimum · 7.64s p50

Below the minimum

Try task Create task route

Chapter Glossary Extraction

9.0% pass rate · 80% minimum · 6.57s p50

Below the minimum

Try task Create task route

Constructive Student Feedback Rewrite

79.0% pass rate · 80% minimum · 4.64s p50

Below the minimum

Try task Create task route

Interest-Based Math Problem Generation

46.0% pass rate · 80% minimum · 8.47s p50

Below the minimum

Try task Create task route

Measurable IEP Goal Drafting

3.0% pass rate · 80% minimum · 3.85s p50

Below the minimum

Try task Create task route

Multiple-Choice Distractor Generation

31.0% pass rate · 80% minimum · 5.98s p50

Below the minimum

Try task Create task route

Parent-Teacher Conference Summary

59.0% pass rate · 80% minimum · 8.16s p50

Below the minimum

Try task Create task route

Reading-Level Adjustment

79.0% pass rate · 80% minimum · 1.22s p50

Below the minimum

Try task Create task route

Scholarship Eligibility Screening

15.0% pass rate · 80% minimum · 0.93s p50

Below the minimum

Try task Create task route

Source-Grounded Flashcard Generation

71.0% pass rate · 80% minimum · 3.93s p50

Below the minimum

Try task Create task route

Standards-Aligned Lesson Plan Generation

16.0% pass rate · 80% minimum · 12.20s p50

Below the minimum

Try task Create task route

Syllabus Policy Compliance Check

46.0% pass rate · 80% minimum · 19.48s p50

Below the minimum

Try task Create task route

Auth-Guard

66.0% pass rate · 80% minimum · 15.32s p50

Below the minimum

Try task Create task route

Debt-Scan

54.0% pass rate · 80% minimum · 11.06s p50

Below the minimum

Try task Create task route

ERD-Creator

26.0% pass rate · 80% minimum · 7.93s p50

Below the minimum

Try task Create task route

Error-Explain

69.0% pass rate · 80% minimum · 6.80s p50

Below the minimum

Try task Create task route

PRD-Draft

23.0% pass rate · 80% minimum · 8.98s p50

Below the minimum

Try task Create task route

Release-Logs

43.0% pass rate · 80% minimum · 7.22s p50

Below the minimum

Try task Create task route

Customer-Facing Release Note Synthesis

12.0% pass rate · 80% minimum · 4.72s p50

Below the minimum

Try task Create task route

Duplicate Engineering Ticket Detection

88.0% pass rate · 80% minimum · 17.37s p50

Passes the task

Try task Create task route

Kubernetes Resource Recommendation

9.5% pass rate · 80% minimum · 19.42s p50

Below the minimum

Try task Create task route

Load-Test Breaking-Point Summary

0.0% pass rate · 80% minimum · 8.74s p50

Below the minimum

Try task Create task route

OpenAPI Breaking-Change Detection

31.0% pass rate · 80% minimum · 13.93s p50

Below the minimum

Try task Create task route

PII Logging Risk Review

35.0% pass rate · 80% minimum · 16.53s p50

Below the minimum

Try task Create task route

Product Requirement Ambiguity Detection

91.8% pass rate · 80% minimum · 14.25s p50

Cheapest passing model

Try task Create task route

SQL Query Performance Diagnosis

17.0% pass rate · 80% minimum · 19.90s p50

Below the minimum

Try task Create task route

Stack-Trace Error Deduplication

86.0% pass rate · 80% minimum · 6.21s p50

Passes the task

Try task Create task route

Terraform Security Misconfiguration Detection

40.0% pass rate · 80% minimum · 13.71s p50

Below the minimum

Try task Create task route

Tool Selection and Argument Validation

31.0% pass rate · 80% minimum · 5.22s p50

Below the minimum

Try task Create task route

Unit-Test Case Generation

31.0% pass rate · 80% minimum · 12.35s p50

Below the minimum

Try task Create task route

Zero-Downtime Schema Migration Planning

1.0% pass rate · 80% minimum · 19.27s p50

Below the minimum

Try task Create task route

Anomaly-Sense

30.0% pass rate · 80% minimum · 7.69s p50

Below the minimum

Try task Create task route

ASC 606 Revenue Recognition Review

1.0% pass rate · 80% minimum · 21.00s p50

Below the minimum

Try task Create task route

Bank-to-GL Reconciliation Explanation

20.0% pass rate · 80% minimum · 22.00s p50

Below the minimum

Try task Create task route

Budget Variance Narrative

29.0% pass rate · 80% minimum · 4.88s p50

Below the minimum

Try task Create task route

Chart-Mapper

92.0% pass rate · 80% minimum · 0.58s p50

Cheapest passing model

Try task Create task route

Commercial Loan Covenant Monitoring

17.0% pass rate · 80% minimum · 17.99s p50

Below the minimum

Try task Create task route

Debt-Collector

12.0% pass rate · 80% minimum · 5.43s p50

Below the minimum

Try task Create task route

EBITDA Add-Back Identification

33.0% pass rate · 80% minimum · 18.97s p50

Below the minimum

Try task Create task route

Expense-Code

58.0% pass rate · 80% minimum · 0.61s p50

Below the minimum

Try task Create task route

Expense Policy Decision Explanation

28.0% pass rate · 80% minimum · 0.76s p50

Below the minimum

Try task Create task route

Extract-AI

63.0% pass rate · 80% minimum · 1.80s p50

Below the minimum

Try task Create task route

Fixed-Asset Depreciation Classification

35.0% pass rate · 80% minimum · 3.31s p50

Below the minimum

Try task Create task route

Forecast-Narrator

28.0% pass rate · 80% minimum · 11.22s p50

Below the minimum

Try task Create task route

Invoice Payment-Fraud Detection

76.0% pass rate · 80% minimum · 12.53s p50

Below the minimum

Try task Create task route

Ratio-Analyzer

88.0% pass rate · 80% minimum · 4.91s p50

Passes the task

Try task Create task route

Rec-Engine

11.0% pass rate · 80% minimum · 19.69s p50

Below the minimum

Try task Create task route

Stock-Val

33.0% pass rate · 80% minimum · 11.87s p50

Below the minimum

Try task Create task route

Thirteen-Week Cash-Flow Forecast

1.0% pass rate · 80% minimum · 22.43s p50

Below the minimum

Try task Create task route

Three-Way Match Discrepancy Resolution

60.0% pass rate · 80% minimum · 12.96s p50

Below the minimum

Try task Create task route

Vendor Entity Deduplication

36.0% pass rate · 80% minimum · 20.84s p50

Below the minimum

Try task Create task route

Budget Transfer Agent

19.0% pass rate · 80% minimum · 9.59s p50

Below the minimum

Try task Create task route

Cash Application Agent

48.0% pass rate · 80% minimum · 11.88s p50

Below the minimum

Try task Create task route

Cash Position Agent

5.0% pass rate · 80% minimum · 18.42s p50

Below the minimum

Try task Create task route

Collections Workflow Agent

20.0% pass rate · 80% minimum · 16.02s p50

Below the minimum

Try task Create task route

Financial Variance Investigation Agent

13.0% pass rate · 80% minimum · 21.57s p50

Below the minimum

Try task Create task route

Invoice Three-Way Match Agent

55.0% pass rate · 80% minimum · 11.96s p50

Below the minimum

Try task Create task route

Month-End Close Agent

36.0% pass rate · 80% minimum · 17.11s p50

Below the minimum

Try task Create task route

Requisition-to-PO Agent

5.0% pass rate · 80% minimum · 19.55s p50

Below the minimum

Try task Create task route

Vendor Onboarding Agent

59.6% pass rate · 80% minimum · 10.94s p50

Below the minimum

Try task Create task route

Claim Denial Appeal Drafting

88.0% pass rate · 80% minimum · 11.96s p50

Passes the task

Try task Create task route

Clinical Note SOAP Structuring

29.0% pass rate · 80% minimum · 4.83s p50

Below the minimum

Try task Create task route

Clinical Trial Eligibility Extraction

38.0% pass rate · 80% minimum · 9.70s p50

Below the minimum

Try task Create task route

Dietary Allergy Menu Screening

86.0% pass rate · 80% minimum · 0.62s p50

Passes the task

Try task Create task route

Draft ICD-10 Code Suggestion

43.0% pass rate · 80% minimum · 1.98s p50

Below the minimum

Try task Create task route

Elder-Care Daily Note Summary

82.0% pass rate · 80% minimum · 4.61s p50

Cheapest passing model

Try task Create task route

Longitudinal Lab Trend Description

15.0% pass rate · 80% minimum · 12.12s p50

Below the minimum

Try task Create task route

Patient-Friendly Result Explanation

82.0% pass rate · 80% minimum · 2.43s p50

Passes the task

Try task Create task route

Patient Satisfaction Complaint Classification

94.0% pass rate · 80% minimum · 0.59s p50

Passes the task

Try task Create task route

Prior Authorization Evidence Assembly

16.5% pass rate · 80% minimum · 15.68s p50

Below the minimum

Try task Create task route

All-Hands Question Moderation

28.0% pass rate · 80% minimum · 1.28s p50

Below the minimum

Try task Create task route

Behavioral Interview Question Generation

91.0% pass rate · 80% minimum · 11.37s p50

Cheapest passing model

Try task Create task route

Employee Benefits Policy Q&A

11.0% pass rate · 80% minimum · 1.14s p50

Below the minimum

Try task Create task route

Employee Engagement Survey Theming

14.0% pass rate · 80% minimum · 17.48s p50

Below the minimum

Try task Create task route

Inclusive Job Description Review

55.2% pass rate · 80% minimum · 13.89s p50

Below the minimum

Try task Create task route

Internal Role Opportunity Matching

29.0% pass rate · 80% minimum · 21.59s p50

Below the minimum

Try task Create task route

Interview Feedback Standardization

37.5% pass rate · 80% minimum · 10.63s p50

Below the minimum

Try task Create task route

Performance Review Bias Detection

95.0% pass rate · 80% minimum · 8.98s p50

Passes the task

Try task Create task route

Training Transcript Action Summary

79.0% pass rate · 80% minimum · 7.11s p50

Below the minimum

Try task Create task route

Bias-Check

69.0% pass rate · 80% minimum · 11.33s p50

Below the minimum

Try task Create task route

Handbook-Bot

85.0% pass rate · 80% minimum · 2.65s p50

Passes the task

Try task Create task route

Interview-Analyst

90.0% pass rate · 80% minimum · 7.60s p50

Passes the task

Try task Create task route

JD-Writer

35.0% pass rate · 80% minimum · 7.45s p50

Below the minimum

Try task Create task route

L&D-Advisor

27.0% pass rate · 80% minimum · 14.01s p50

Below the minimum

Try task Create task route

NewHire-Nav

57.0% pass rate · 80% minimum · 2.18s p50

Below the minimum

Try task Create task route

Offer-Architect

0.0% pass rate · 80% minimum · 7.65s p50

Below the minimum

Try task Create task route

Pay-Clarifier

19.0% pass rate · 80% minimum · 7.10s p50

Below the minimum

Try task Create task route

Retention-Insight

94.0% pass rate · 80% minimum · 11.98s p50

Passes the task

Try task Create task route

Deal-Sieve

33.0% pass rate · 80% minimum · 20.48s p50

Below the minimum

Try task Create task route

Risk-Evaluator

68.0% pass rate · 80% minimum · 15.18s p50

Below the minimum

Try task Create task route

Trend-Spotter

45.0% pass rate · 80% minimum · 4.53s p50

Below the minimum

Try task Create task route

Access Request Agent

62.0% pass rate · 80% minimum · 9.60s p50

Below the minimum

Try task Create task route

Backup Recovery Agent

28.0% pass rate · 80% minimum · 11.13s p50

Below the minimum

Try task Create task route

Phishing Triage Agent

76.0% pass rate · 80% minimum · 0.96s p50

Below the minimum

Try task Create task route

SaaS License Reclamation Agent

23.0% pass rate · 80% minimum · 13.20s p50

Below the minimum

Try task Create task route

Security Alert Investigation Agent

70.0% pass rate · 80% minimum · 13.97s p50

Below the minimum

Try task Create task route

AML Narrative Writer

31.0% pass rate · 80% minimum · 17.49s p50

Below the minimum

Try task Create task route

Attorney-Client Privilege Triage

67.0% pass rate · 80% minimum · 0.76s p50

Below the minimum

Try task Create task route

Bankruptcy Proof of Claim Auditor

94.0% pass rate · 80% minimum · 5.73s p50

Passes the task

Try task Create task route

Clause-Extractor

16.0% pass rate · 80% minimum · 3.95s p50

Below the minimum

Try task Create task route

Clinical Consent Form Requirement Check

8.0% pass rate · 80% minimum · 13.52s p50

Below the minimum

Try task Create task route

Conflict-Check

42.0% pass rate · 80% minimum · 10.30s p50

Below the minimum

Try task Create task route

Conflict of Interest Discloser

88.0% pass rate · 80% minimum · 8.94s p50

Passes the task

Try task Create task route

Construction Change Order Analyst

79.0% pass rate · 80% minimum · 10.61s p50

Below the minimum

Try task Create task route

Corporate Minutes Public Redaction

10.0% pass rate · 80% minimum · 7.18s p50

Below the minimum

Try task Create task route

Corporate Minutes Redactor

16.0% pass rate · 80% minimum · 6.56s p50

Below the minimum

Try task Create task route

Court Transcript Fact Extractor

79.0% pass rate · 80% minimum · 3.29s p50

Below the minimum

Try task Create task route

Customs HS Code Classifier

1.0% pass rate · 80% minimum · 1.43s p50

Below the minimum

Try task Create task route

Depo-Summary

43.0% pass rate · 80% minimum · 9.21s p50

Below the minimum

Try task Create task route

Digital Signature Audit Trail Verifier

46.0% pass rate · 80% minimum · 10.32s p50

Below the minimum

Try task Create task route

Discovery Privilege Reviewer

63.0% pass rate · 80% minimum · 1.65s p50

Below the minimum

Try task Create task route

Environmental Impact Report Synthesizer

59.0% pass rate · 80% minimum · 10.71s p50

Below the minimum

Try task Create task route

Exhibit-List

9.0% pass rate · 80% minimum · 11.06s p50

Below the minimum

Try task Create task route

FCPA Expense Interaction Risk Classification

60.0% pass rate · 80% minimum · 0.93s p50

Below the minimum

Try task Create task route

FDD Item 19 Summarizer

92.0% pass rate · 80% minimum · 5.42s p50

Passes the task

Try task Create task route

GDPR DPA Article 28 Validation

19.0% pass rate · 80% minimum · 5.57s p50

Below the minimum

Try task Create task route

Legalese-to-Plain

75.0% pass rate · 80% minimum · 2.99s p50

Below the minimum

Try task Create task route

Legal-Template

15.0% pass rate · 80% minimum · 10.84s p50

Below the minimum

Try task Create task route

Lobbying Disclosure Act Form Assistant

10.0% pass rate · 80% minimum · 8.87s p50

Below the minimum

Try task Create task route

Media Rights Matrix Generator

48.0% pass rate · 80% minimum · 3.87s p50

Below the minimum

Try task Create task route

Non-Profit Bylaw Checker

14.0% pass rate · 80% minimum · 7.93s p50

Below the minimum

Try task Create task route

Open-Source License Compatibility Check

84.0% pass rate · 80% minimum · 1.03s p50

Passes the task

Try task Create task route

Patent Prior-Art Plain-Language Summary

45.0% pass rate · 80% minimum · 7.81s p50

Below the minimum

Try task Create task route

PHI Exposure Detection in Audit Logs

28.0% pass rate · 80% minimum · 3.33s p50

Below the minimum

Try task Create task route

Precedent-Finder

32.0% pass rate · 80% minimum · 5.17s p50

Below the minimum

Try task Create task route

Prior-Art-AI

33.0% pass rate · 80% minimum · 17.15s p50

Below the minimum

Try task Create task route

Redline-Diff

56.0% pass rate · 80% minimum · 16.39s p50

Below the minimum

Try task Create task route

Regulatory Alert De-Noiser

70.0% pass rate · 80% minimum · 5.13s p50

Below the minimum

Try task Create task route

SaaS MSA Liability Redlining

6.0% pass rate · 80% minimum · 14.69s p50

Below the minimum

Try task Create task route

SEC Risk-Factor Change Detection

62.0% pass rate · 80% minimum · 16.74s p50

Below the minimum

Try task Create task route

Shareholder Resolution Sentiment Analyzer

96.0% pass rate · 80% minimum · 5.73s p50

Passes the task

Try task Create task route

Contract Intake Agent

47.9% pass rate · 80% minimum · 1.05s p50

Below the minimum

Try task Create task route

Keyword-King

94.0% pass rate · 80% minimum · 0.95s p50

Passes the task

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Landing-Optimize

52.0% pass rate · 80% minimum · 0.93s p50

Below the minimum

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Media-Reach

46.0% pass rate · 80% minimum · 5.90s p50

Below the minimum

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Substack-Sync

68.0% pass rate · 80% minimum · 5.70s p50

Below the minimum

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Success-Story

73.0% pass rate · 80% minimum · 10.26s p50

Below the minimum

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Tone-Checker

64.0% pass rate · 80% minimum · 10.79s p50

Below the minimum

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Trend-Hitch

14.0% pass rate · 80% minimum · 7.21s p50

Below the minimum

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Document Assembly Agent

70.0% pass rate · 80% minimum · 6.21s p50

Below the minimum

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Inbox-to-Action Agent

21.0% pass rate · 80% minimum · 10.48s p50

Below the minimum

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Meeting Logistics Agent

80.0% pass rate · 80% minimum · 7.05s p50

Passes the task

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Presentation Deck Agent

18.0% pass rate · 80% minimum · 15.43s p50

Below the minimum

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Project Status Sync Agent

17.0% pass rate · 80% minimum · 14.61s p50

Below the minimum

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Spreadsheet Formula Repair Agent

70.0% pass rate · 80% minimum · 12.32s p50

Below the minimum

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Digital-Post

75.0% pass rate · 80% minimum · 2.53s p50

Below the minimum

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Inbox-Guard

57.0% pass rate · 80% minimum · 12.05s p50

Below the minimum

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Receipt-Ref

79.0% pass rate · 80% minimum · 3.43s p50

Below the minimum

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Reply-Draft

56.0% pass rate · 80% minimum · 2.67s p50

Below the minimum

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Research-Synth

24.0% pass rate · 80% minimum · 10.48s p50

Below the minimum

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Sign-Flow

5.0% pass rate · 80% minimum · 0.63s p50

Below the minimum

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Slack-Router

48.0% pass rate · 80% minimum · 0.61s p50

Below the minimum

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Tidy-Drive

4.0% pass rate · 80% minimum · 12.02s p50

Below the minimum

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Benefits Eligibility Agent

34.0% pass rate · 80% minimum · 9.53s p50

Below the minimum

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Payroll Exception Agent

11.0% pass rate · 80% minimum · 13.73s p50

Below the minimum

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PTO Request Agent

15.0% pass rate · 80% minimum · 9.53s p50

Below the minimum

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Role Transfer Agent

48.0% pass rate · 80% minimum · 14.03s p50

Below the minimum

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Timesheet Compliance Agent

33.0% pass rate · 80% minimum · 14.69s p50

Below the minimum

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ADR-Writer

91.0% pass rate · 80% minimum · 8.84s p50

Passes the task

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Eisenhower-Bot

43.0% pass rate · 80% minimum · 0.89s p50

Below the minimum

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Manager-Coach

97.0% pass rate · 80% minimum · 4.74s p50

Passes the task

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Mediator-AI

62.0% pass rate · 80% minimum · 6.60s p50

Below the minimum

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Promo-Writer

10.0% pass rate · 80% minimum · 9.71s p50

Below the minimum

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Radical-Candor

93.0% pass rate · 80% minimum · 2.23s p50

Passes the task

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Shoutout-Gen

51.0% pass rate · 80% minimum · 3.44s p50

Below the minimum

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TownHall-Brief

86.0% pass rate · 80% minimum · 8.17s p50

Passes the task

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Battlecard-Gen

11.0% pass rate · 80% minimum · 5.45s p50

Below the minimum

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BDR-Bot

51.0% pass rate · 80% minimum · 1.07s p50

Below the minimum

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Churn-Guard

54.0% pass rate · 80% minimum · 9.34s p50

Below the minimum

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Closer-AI

41.0% pass rate · 80% minimum · 4.85s p50

Below the minimum

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CRM-Summarizer

80.0% pass rate · 80% minimum · 10.85s p50

Passes the task

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Hyper-Pers

57.0% pass rate · 80% minimum · 3.47s p50

Below the minimum

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Meeting-Prep

17.2% pass rate · 80% minimum · 12.00s p50

Below the minimum

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Network-Grow

3.0% pass rate · 80% minimum · 4.20s p50

Below the minimum

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Quote-Fixer

3.0% pass rate · 80% minimum · 17.64s p50

Below the minimum

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Churn Save Agent

33.0% pass rate · 80% minimum · 8.89s p50

Below the minimum

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CRM Deduplication Agent

37.0% pass rate · 80% minimum · 23.67s p50

Below the minimum

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Lead Enrichment Agent

18.0% pass rate · 80% minimum · 10.42s p50

Below the minimum

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Opportunity Hygiene Agent

10.0% pass rate · 80% minimum · 11.89s p50

Below the minimum

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Quote Approval Agent

12.0% pass rate · 80% minimum · 17.40s p50

Below the minimum

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Sales Follow-Up Agent

9.0% pass rate · 80% minimum · 11.44s p50

Below the minimum

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Brand-Voice Rewrite

28.0% pass rate · 80% minimum · 0.97s p50

Below the minimum

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Constrained Ad-Copy Variant Generation

5.0% pass rate · 80% minimum · 4.61s p50

Below the minimum

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Customer Case-Study Drafting

48.0% pass rate · 80% minimum · 7.71s p50

Below the minimum

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Customer Health Signal Classification

68.0% pass rate · 80% minimum · 0.77s p50

Below the minimum

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Email Unsubscribe Reason Classification

95.0% pass rate · 80% minimum · 0.53s p50

Passes the task

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Lead Routing Explanation

88.0% pass rate · 80% minimum · 1.02s p50

Passes the task

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Negative Product Review Response

83.0% pass rate · 80% minimum · 2.51s p50

Passes the task

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Prospect Trigger Summary

71.0% pass rate · 80% minimum · 6.19s p50

Below the minimum

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RFP Executive Summary

59.4% pass rate · 80% minimum · 9.80s p50

Below the minimum

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Sales Objection Classification

97.0% pass rate · 80% minimum · 0.90s p50

Passes the task

Try task Create task route

Strategic Account Plan Synthesis

5.0% pass rate · 80% minimum · 15.81s p50

Below the minimum

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CI Failure Repair Agent

42.0% pass rate · 80% minimum · 10.53s p50

Below the minimum

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Database Performance Agent

29.0% pass rate · 80% minimum · 14.33s p50

Below the minimum

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Data Pipeline Recovery Agent

30.2% pass rate · 80% minimum · 12.73s p50

Below the minimum

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Dependency Upgrade Agent

25.0% pass rate · 80% minimum · 16.96s p50

Below the minimum

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Flaky Test Remediation Agent

3.0% pass rate · 80% minimum · 12.97s p50

Below the minimum

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Repository Issue Resolution Agent

24.4% pass rate · 80% minimum · 12.05s 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.