Prime Intellect
Released November 27, 2025

INTELLECT-3

INTELLECT-3 by Prime Intellect is an open 106B-parameter Mixture-of-Experts reasoning model post-trained from GLM 4.5 Air using SFT and large-scale RL.

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Outputs
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Model Overview

Capabilities, design details, and architectural traits

INTELLECT-3 - Mixture-of-Experts reasoning model

INTELLECT-3 is presented by Prime Intellect as a Mixture-of-Experts (MoE) reasoning model that was post-trained from the GLM-4.5-Air base using supervised fine-tuning followed by large-scale reinforcement learning on Prime Intellect's RL stack.

Defining Characteristics

  • Mixture-of-Experts architecture, documented as the model's structural identity.
  • Post-training workflow: SFT on GLM-4.5-Air base followed by large-scale RL using the PRIME-RL trainer.
  • Open-source release: weights, training frameworks, environments, and recipes are published under permissive licenses.

Context Strategy

  • The model is published with a large context window (documented as 131K tokens for published inference builds) to support long-context tasks.

Benchmark Performance

Independent evaluations · Artificial Analysis

10.6%
Intelligence

Accuracy & Capability Details

GPQA - Graduate Science76.1%
Humanity's Last Exam13.1%
SciCode - Scientific Coding39.1%
Instruction Following34.0%
Long Context Reasoning39.7%
τ²-Bench - Agentic Tasks26.6%
TerminalBench - System Control9.1%

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Model Details
General Info
ProviderPrime IntellectAnthropicAnthropic
Release DateNovember 27, 2025September 22, 2026September 28, 2026
Knowledge Cutoff--Jun 2026
Context & Limits
Context Window131K
1M
Best Context Window
1M
Best Context Window
Pricing (per 1M tokens)
Input Pricing
Free
Best Input Pricing
$4$2
Output Pricing
Free
Best Output Pricing
$20$10
Modalities
Inputs
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Outputs
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Benchmarks (0-100)
Intelligence Index10.6
57.6
Best Intelligence Index
56.0
Coding Index---
Agentic Index---
INTELLECT-3
Claude Opus 5.5
Claude Sonnet 5.5

Humanity's Last Exam

Extremely difficult logical reasoning and knowledge.

13%
INTELLECT-3
Humanity's Last Exam
Score: 13%
INTELLECT-3
61%
Claude Opus 5.5
Humanity's Last Exam
Score: 61%
Claude Opus 5.5
55%
Claude Sonnet 5.5
Humanity's Last Exam
Score: 55%
Claude Sonnet 5.5

Long Context Reasoning

Logical reasoning over long context windows.

40%
INTELLECT-3
Long Context Reasoning
Score: 40%
INTELLECT-3
85%
Claude Opus 5.5
Long Context Reasoning
Score: 85%
Claude Opus 5.5
83%
Claude Sonnet 5.5
Long Context Reasoning
Score: 83%
Claude Sonnet 5.5

SciCode Benchmark

Scientific coding and mathematical modeling.

39%
INTELLECT-3
SciCode Benchmark
Score: 39%
INTELLECT-3
67%
Claude Opus 5.5
SciCode Benchmark
Score: 67%
Claude Opus 5.5
61%
Claude Sonnet 5.5
SciCode Benchmark
Score: 61%
Claude Sonnet 5.5

Independent evaluation data provided by Artificial Analysis. To view the latest benchmarks and full details, visit their official site.

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