Skip to content

o3 Pro vs Grok 4.20 Multi-Agent

o3 Pro

OpenAI

87#59
vs
Signal-by-Signal Comparison
Signalo3 ProDeltaGrok 4.20 Multi-Agent
Capabilities
100
+17
83
Benchmarks
88
+2
86
Pricing
20
-77
98
Context window size
84
-16
100
Recency
53
-47
100
Output Capacity
80
-20
100
Overall Result
2 wins
of 6
4 wins
Grok 4.20 Multi-Agent wins 4 of 6 signals

Score History

Score History (28 data points)
o3 ProGrok 4.20 Multi-Agent
o3 Pro

86.7

current score

Leader

Grok 4.20 Multi-Agent

right now

Grok 4.20 Multi-Agent

87.9

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

o3 Pro

OpenAI

Per request$0.060000
Daily$200.00
Monthly$6000.00
Annual$72000.00

Grok 4.20 Multi-Agent

xAI

Best Value
Per request$0.002500
Daily$8.33
Monthly$250.00
Annual$3000.00

Grok 4.20 Multi-Agent saves you $5750.00/month

That's $69000.00/year compared to o3 Pro at your current usage level of 100K calls/month.

96% cheaper
Choose Grok 4.20 Multi-Agent for cost optimization

o3 Pro pricing:
Input:$20.00/M tokens
Output:$80.00/M tokens
Grok 4.20 Multi-Agent pricing:
Input:$1.25/M tokens
Output:$2.50/M tokens
o3 Pro

OpenAI

87

Composite Score

Winner
Grok 4.20 Multi-Agent

xAI

88

Composite Score

Signal-by-Signal Comparison
Metrico3 ProGrok 4.20 Multi-AgentWinner
Overall Score
87
88
Grok 4.20 Multi-Agent
Rank#59#57
Grok 4.20 Multi-Agent
Quality Rank#59#57
Grok 4.20 Multi-Agent
Adoption Rank#59#57
Grok 4.20 Multi-Agent
Parameters------
Context Window200K2000K
Grok 4.20 Multi-Agent
Pricing$20.00/$80.00/M$1.25/$2.50/M--
Signal Scores
Capabilities
100
83
o3 Pro
Benchmarks
88
86
o3 Pro
Pricing
20
98
Grok 4.20 Multi-Agent
Context window size
84
100
Grok 4.20 Multi-Agent
Recency
53
100
Grok 4.20 Multi-Agent
Output Capacity
80
100
Grok 4.20 Multi-Agent
Benchmark Head-to-Head(12 benchmarks)
o3 Pro: 10Grok 4.20: 1
o3 Pro
Grok 4.20
Normalized 0-100%
MMLU
92.3%91.5%
MMLU-Pro
85.8%83.5%
GPQA Diamond
87.7%82%
MATH-500
99%95%
HumanEval
97%95.5%
SWE-bench Verified
71.7%70%
AIME 2024
96.7%88%
IFEval
92%91%
BBH
93%90%
Arena Elo
14151462
LiveBench
74.8%73%
HLE
30.1%-
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

o3 ProElite Tier

Scores 87/100 (rank #59), placing it in the top 80% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Grok 4.20 Multi-AgentElite Tier

Scores 88/100 (rank #57), placing it in the top 81% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 1-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose o3 Pro when you need:

  • Agentic applications using tool/function calling
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Grok 4.20 Multi-Agent when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (2000K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
o3 Pro
Input cost$20.00/M tokens
Output cost$80.00/M tokens
Cost per quality point$1.153
Est. monthly (1M tokens/day)$1500.00
Grok 4.20 Multi-AgentBest Value
Input cost$1.25/M tokens
Output cost$2.50/M tokens
Cost per quality point$0.043
Est. monthly (1M tokens/day)$56.25

Grok 4.20 Multi-Agent offers 96% better value per quality point. At 1M tokens/day, you'd spend $56.25/month with Grok 4.20 Multi-Agent vs $1500.00/month with o3 Pro - a $1443.75 monthly difference.

Latency & Speed
o3 ProFaster
Speed score0/100
Grok 4.20 Multi-Agent
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

o3 Pro

Customer support chatbot

Suitable for user-facing chat with competitive response times. Grok 4.20 Multi-Agent also offers lower per-token costs for high-volume support

o3 Pro

Long document analysis

Larger context window (2000K tokens) can process longer documents, contracts, and research papers in a single pass

Grok 4.20 Multi-Agent

Batch data extraction

Lower output pricing ($2.50/M) reduces costs when processing thousands of records daily

Grok 4.20 Multi-Agent

Creative writing & content

Higher overall composite score (88/100) correlates with better nuance, coherence, and style in long-form content

Grok 4.20 Multi-Agent

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

o3 Pro
Which Should You Choose?
Our recommendation:
Grok 4.20 Multi-Agent

o3 Pro and Grok 4.20 Multi-Agent are extremely close in overall performance (only 1.2000000000000028 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

by OpenAI

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by xAI

  • Choose for Cost - 96% lower pricing; better value at scale
Capability Comparison
Capabilityo3 ProGrok 4.20 Multi-Agent
Vision (Image Input)
Function Callingdiffers
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

o3 Pro

OpenAI

$132.00
estimated monthly cost

Grok 4.20 Multi-Agent

xAI

Best Value
$5.25
estimated monthly cost

Grok 4.20 Multi-Agent saves you $126.75/month

That's 96% cheaper than o3 Pro at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
Parametero3 ProGrok 4.20 Multi-Agent
Context Window200K2M
Max Output Tokens100,0001,800,000
Open SourceNoNo
CreatedJun 10, 2025Mar 31, 2026
Last updated: 54m ago

相关对比

o3 Pro vs Grok 4.20 Multi-Agent (2026) | LM Market Cap