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Grok 4.20 vs o3 Deep Research

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Grok 4.20 and o3 Deep Research.

xAI

Grok 4.20

Grok 4.20 is xAI's most advanced reasoning model, combining powerful analytical capabilities with unique real-time integration to the X (formerly Twitter) platform data stream. This live data access allows Grok 4.20 to answer queries with up-to-the-minute context, making it invaluable for financial analysis, current events research, and real-time market monitoring. Exceptionally strong in physics, advanced mathematics, and code synthesis, it operates with a 2-million-token context window and is priced at $1.25/MTok for input โ€” delivering frontier-tier reasoning at a highly competitive cost for developers building intelligent agents and analytical tools.

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OpenAI

o3 Deep Research

o3-deep-research is OpenAI's advanced model for deep research, designed to tackle complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.

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Technical Specifications

SpecificationGrok 4.20o3 Deep Research
ProviderxAIOpenAI
Context Window2,000,000 tokens200,000 tokens
Agent Suitability90/100N/A
Time to First Token (TTFT)350 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-05-052025-10-10

API Pricing Comparison

Input Price per Million Tokens

Grok 4.20

$1.25

o3 Deep Research

$10.00

Output Price per Million Tokens

Grok 4.20

$2.50

o3 Deep Research

$40.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9470.0%vsN/A
Grok 4.20
o3 Deep Research
HumanEvalPython coding & logic synthesis
9700.0%vsN/A
Grok 4.20
o3 Deep Research
MATHComplex mathematical problem solving
9380.0%vsN/A
Grok 4.20
o3 Deep Research
GPQAGraduate-level expert reasoning
8490.0%vsN/A
Grok 4.20
o3 Deep Research
HellaSwagCommonsense reasoning and inference
9880.0%vsN/A
Grok 4.20
o3 Deep Research
MT-BenchMulti-turn conversation flow quality
970.0%vsN/A
Grok 4.20
o3 Deep Research

Grok 4.20 Quirks & Gotchas

  • โ–ธReal-time X data access โ€” unparalleled for current events / financial analysis
  • โ–ธTool calling API is still maturing โ€” test thoroughly for production agentic use

o3 Deep Research Quirks & Gotchas

No developer gotchas reported.