Inference GLiNER with
a single prompt

Inference GLiNER with
a single prompt

Inference GLiNER with
a single prompt

Deploy GLiNER to production in 30 seconds

Deploy GLiNER to production in 30 seconds

Get started

INFERENCE

Use Pioneer AI to inference state-of-the-art
GLiNER models for your use cases

Use Pioneer AI to inference state-of-the-art
GLiNER models for your use cases

Deploy GLiNER in Pioneer

One OpenAI-compatible endpoint. Point your client at Pioneer and start inferencing GLiNER.

From curl to production in 30s

See inputs, outputs, and error patterns without stitching together dashboards.

Know Where Your Model Fails

Adaptive Inference mines failures for high-signal examples and surfaces an improved model.

Your Model Retrains Itself

INFERENCE

BENCHMARKS

GLiNER improves accuracy significantly
across NER tasks

GLiNER improves accuracy significantly
across NER tasks

Try GLiNER

Base

Trained

Intent-banking

+12.9 pp

GLiNER2

78.90

66.0

Base

Trained

NER-CoNLL-2023

+46.5 pp

GLiNER2

34.5

81.0

Base

Trained

JailbreakBench

+16.0 pp

GLiNER2

68.0

84.0

Base

Trained

SMS-Spam

+83.8 pp

GLiNER2

15.9

99.7

Base

Trained

NER-CoNLL-2023

+46.5 pp

Acc. (%)

GLiNER2

81.0

34.5

Base

Trained

Intent-banking

+12.9 pp

Acc. (%)

GLiNER2

66.0

78.90

Base

Trained

JailbreakBench

+16.0 pp

Acc. (%)

GLiNER2

68.0

84.0

Base

Trained

SMS-Spam

+83.8 pp

Acc. (%)

GLiNER2

15.9

99.7

Base

Trained

JailbreakBench

+16.0 pp

Acc. (%)

GLiNER2

68.0

84.0

Base

Trained

SMS-Spam

+83.8 pp

Acc. (%)

GLiNER2

99.7

99.7

15.9

BENCHMARKS

SOTA extraction and classification
with GLiNER2

PERFORMANCE

PERFORMANCE

State-of-the-art multi-task extraction and
classification with GLiNER2

A data scientist from Orion Technologies presented new findings during a conference in Silver Bay.

Location

Entity extraction. Identify people, companies, products, locations, and custom entity types.

Try GLiNER-2

A data scientist from Orion Technologies presented new findings during a conference in Silver Bay.

Location

Entity extraction. Identify people, companies, products, locations, and custom entity types.

Entity extraction. Identify people, companies, products, locations, and custom entity types.

Learn more

Support

Account

Bug report

Unable to reset password after the latest update.

Try GLiNER-2

Text classification. Assign labels, categories, or intents to any text.

Try GLiNER-2

Structured parsing. Convert messy text into clean JSON or database-ready fields.

{

company: "Atlas Technologies",

organization: "Central Council",

location: "Brussels"

}

A data scientist from Orion Technologies presented new findings during a conference in Silver Bay.

Location

Entity extraction. Identify people, companies, products, locations, and custom entity types.

Entity extraction. Identify people, companies, products, locations, and custom entity types.

Try GLiNER-2

Support

Account

Bug report

Unable to reset password after the latest update.

Try GLiNER-2

Text classification. Assign labels, categories, or intents to any text.

Try GLiNER-2

Structured parsing. Convert messy text into clean JSON or database-ready fields.

{

company: "Atlas Technologies",

organization: "Central Council",

location: "Brussels"

}

A data scientist from Orion Technologies presented new findings during a conference in Silver Bay.

Location

Entity extraction. Identify people, companies, products, locations, and custom entity types.

Try GLiNER-2

Support

Account

Bug report

Unable to reset password after the latest update.

Try GLiNER-2

Text classification. Assign labels, categories, or intents to any text.

Try GLiNER-2

Structured parsing. Convert messy text into clean JSON or database-ready fields.

{

company: "Atlas Technologies",

organization: "Central Council",

location: "Brussels"

}

2026 Fastino Inc.

All rights reserved

Pioneer

An inference API built by Fastino Labs. For developers who’d rather ship than babysit a GPU cluster.

Developers

Fastino Labs

GLiNER

Docs

Pricing

Status

Company

Company

Privacy Policy

Terms

Careers

Blog

Connect

LinkedIn

X

Discord

YouTube

Fastino Inc. (“Fastino”) develops specialized AI models and provides APIs designed to support structured data extraction, classification, reasoning, and production AI workflows. Fastino is a technology company and does not provide legal, financial, compliance, or advisory services. Any outputs, predictions, classifications, or decisions generated through Fastino models are based on the configuration, data, and implementation provided by the customer. Fastino does not control, verify, or guarantee the accuracy, completeness, or suitability of model outputs for any specific purpose. By using this website or Fastino’s models and services, you acknowledge that all content and outputs are provided for informational and operational purposes only and agree to our Terms of Use and Privacy Policy.

© 2026 Fastino Inc. · Pioneer is an inference agent, not a personality.

made with curl, coffee, and one very small fox