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Key Highlights

  • 4-Agent Architecture: Grok 4.20’s core innovation — 4 specialized agents think in parallel and debate before producing answers, reducing hallucinations by ~65%
  • 2M Context Window: 8x increase from Grok 4’s 256K to 2 million tokens
  • 4 Models for Every Use Case: Reasoning, multi-agent, base, and non-reasoning variants for everything from instant responses to deep research
  • Unified Low Pricing: $2 input / $6 output per million tokens, a major price drop from Grok 4 ($3/$15)
  • Multimodal Input: Supports text + image (JPG, PNG) input

Background

On February 17, 2026, xAI launched Grok 4.20 Beta on grok.com for consumers. The API variants were released on March 9-10, 2026. Grok 4.20 represents a major architectural shift from a single model to a multi-agent collaboration system. The core innovation is a 4-agent architecture: Grok (captain/coordinator), Harper (research & fact-checking), Benjamin (logic/math/coding specialist), and Lucas (creative synthesis & devil’s advocate). These agents work in parallel, debate each other, and produce more accurate, comprehensive answers. All 4 models are now available on API Yi with pricing matching xAI’s official rates.

Detailed Analysis

Model Comparison

ModelPurposeBest For
grok-4.20-betaGeneral purposeDaily conversation, content generation, general tasks
grok-4.20-beta-0309-reasoningEnhanced reasoningComplex logic, multi-step math, scientific reasoning, coding
grok-4.20-beta-0309-non-reasoningUltra-fastLow-latency scenarios, simple Q&A, classification
grok-4.20-multi-agent-beta-0309Multi-agentDeep research, complex multi-step workflows

Core Features

4-Agent Collaboration

Grok (coordinator), Harper (research), Benjamin (logic), Lucas (creative) — parallel thinking with debate

2M Context Window

2 million tokens, 8x larger than Grok 4’s 256K

Reduced Hallucinations

Multi-agent collaboration reduces hallucination rate from ~12% to ~4.2%, a ~65% improvement

Unified Low Pricing

$2 input / $6 output per million tokens, ~60% cheaper than Grok 4

Performance Data

Data sourced from Artificial Analysis and other third-party benchmarks. xAI has not yet published official comprehensive benchmark results.
MetricReasoningNon-ReasoningGrok 4 (Reference)
AA Intelligence Index483042
Output Speed~231 t/s~232.5 t/s
Context Window2M2M256K
Input Price$2/M$2/M$3/M
Output Price$6/M$6/M$15/M

Multi-Agent Model Details

grok-4.20-multi-agent-beta-0309 includes built-in tool capabilities:
  • web_search: Web search
  • x_search: Real-time X (Twitter) data search
  • code_execution: Code execution
  • collections_search: Knowledge base search
API calls return only the lead agent’s final response. Sub-agent intermediate reasoning is not exposed by default.

Getting Started

Code Example

from openai import OpenAI

client = OpenAI(
    api_key="your-api-key",
    base_url="https://api.apiyi.com/v1"
)

# Reasoning variant - for complex logic tasks
response = client.chat.completions.create(
    model="grok-4.20-beta-0309-reasoning",
    messages=[
        {"role": "user", "content": "Analyze the time complexity of this algorithm and suggest optimizations..."}
    ]
)
print(response.choices[0].message.content)
# Non-reasoning variant - for low-latency scenarios
response = client.chat.completions.create(
    model="grok-4.20-beta-0309-non-reasoning",
    messages=[
        {"role": "user", "content": "Translate the following text to Chinese: ..."}
    ]
)
print(response.choices[0].message.content)

Reasoning

Math competitions, scientific analysis, complex coding, multi-step logic

Non-Reasoning

Quick Q&A, text classification, translation, data extraction

Base

Daily conversation, content creation, general assistant

Multi-Agent

Deep research reports, complex investigations, multi-perspective analysis

Pricing & Availability

Pricing

ModelInput PriceOutput PriceBilling
grok-4.20-beta$2 / M tokens$6 / M tokensPay-per-use
grok-4.20-beta-0309-reasoning$2 / M tokens$6 / M tokensPay-per-use
grok-4.20-beta-0309-non-reasoning$2 / M tokens$6 / M tokensPay-per-use
grok-4.20-multi-agent-beta-0309$2 / M tokens$6 / M tokensPay-per-use

Deposit Bonuses

Top-up promotions apply. See promotion details.

Summary & Recommendations

Grok 4.20 Beta’s standout feature is its 4-agent collaboration architecture and 2M ultra-long context. While its AA Intelligence Index (48) trails Gemini 3.1 Pro (57) and GPT-5.4 (57), the unique multi-agent mechanism excels at reducing hallucinations and improving accuracy on complex tasks. The unified $2/$6 pricing is highly competitive.
Grok 4.20 is still in Beta. xAI states they are shipping bug fixes and improvements daily. Implement proper error handling for production use.
Sources: xAI official documentation at docs.x.ai, Artificial Analysis benchmark data, xAI release announcements. Data retrieved: March 2026.