Skip to content

GPT-4o vs Grok 4.20

GPT-4o

OpenAI

71#111
vs
Grok 4.20

xAI

89#29
Signal-by-Signal Comparison
SignalGPT-4oDeltaGrok 4.20
Capabilities
67
-33
100
Benchmarks
74
-12
86
Pricing
90
-7
98
Context window size
81
-19
100
Recency
0
-100
100
Output Capacity
70
+50
20
Overall Result
1 wins
of 6
5 wins
Grok 4.20 wins 5 of 6 signals

Score History

Score History (24 data points)
GPT-4oGrok 4.20
GPT-4o

71.2

current score

Leader

Grok 4.20

right now

Grok 4.20

88.8

current score

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

GPT-4o

OpenAI

Per request$0.007500
Daily$25.00
Monthly$750.00
Annual$9000.00

Grok 4.20

xAI

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

Grok 4.20 saves you $500.00/month

That's $6000.00/year compared to GPT-4o at your current usage level of 100K calls/month.

67% cheaper
Choose Grok 4.20 for cost optimization

GPT-4o pricing:
Input:$2.50/M tokens
Output:$10.00/M tokens
Grok 4.20 pricing:
Input:$1.25/M tokens
Output:$2.50/M tokens
GPT-4o

OpenAI

71

Composite Score

Winner
Grok 4.20

xAI

89

Composite Score

Signal-by-Signal Comparison
MetricGPT-4oGrok 4.20Winner
Overall Score
71
89
Grok 4.20
Rank#111#29
Grok 4.20
Quality Rank#111#29
Grok 4.20
Adoption Rank#111#29
Grok 4.20
Parameters------
Context Window128K2000K
Grok 4.20
Pricing$2.50/$10.00/M$1.25/$2.50/M--
Signal Scores
Capabilities
67
100
Grok 4.20
Benchmarks
74
86
Grok 4.20
Pricing
90
98
Grok 4.20
Context window size
81
100
Grok 4.20
Recency
0
100
Grok 4.20
Output Capacity
70
20
GPT-4o
Benchmark Head-to-Head(16 benchmarks)
GPT-4o: 0Grok 4.20: 10
GPT-4o
Grok 4.20
Normalized 0-100%
MMLU
88.7%91.5%
MMLU-Pro
72.6%83.5%
GPQA Diamond
53.6%82%
MATH-500
76.6%95%
HumanEval
90.2%95.5%
SWE-bench Verified
30.8%70%
AIME 2024
-88%
GSM8K
95.8%-
IFEval
84.3%91%
BBH
83.7%90%
ARC-Challenge
96.4%-
HellaSwag
95.3%-
Arena Elo
12861462
LiveBench
64.3%73%
BigCodeBench
51.1%-
SimpleQA
38.2%-
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.

GPT-4oStrong Performer

Scores 71/100 (rank #111), placing it in the top 62% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Grok 4.20Elite Tier

Scores 89/100 (rank #29), placing it in the top 90% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Grok 4.20 has a 18-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose GPT-4o when you need:

  • General-purpose tasks across coding, writing, and analysis

Choose Grok 4.20 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
GPT-4o
Input cost$2.50/M tokens
Output cost$10.00/M tokens
Cost per quality point$0.176
Est. monthly (1M tokens/day)$187.50
Grok 4.20Best Value
Input cost$1.25/M tokens
Output cost$2.50/M tokens
Cost per quality point$0.042
Est. monthly (1M tokens/day)$56.25

Grok 4.20 offers 70% better value per quality point. At 1M tokens/day, you'd spend $56.25/month with Grok 4.20 vs $187.50/month with GPT-4o - a $131.25 monthly difference.

Latency & Speed
GPT-4oFaster
Speed score0/100
Grok 4.20
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

GPT-4o

Customer support chatbot

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

GPT-4o

Long document analysis

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

Grok 4.20

Batch data extraction

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

Grok 4.20

Creative writing & content

Higher overall composite score (89/100) correlates with better nuance, coherence, and style in long-form content

Grok 4.20

Image understanding & OCR

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

GPT-4o
Which Should You Choose?
Our recommendation:
Grok 4.20

Grok 4.20 clearly outperforms GPT-4o with a significant 17.599999999999994-point lead. For most general use cases, Grok 4.20 is the stronger choice. However, GPT-4o may still excel in niche scenarios.

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
Grok 4.20
Recommended

by xAI

  • Choose for Cost - 70% lower pricing; better value at scale
Capability Comparison
CapabilityGPT-4oGrok 4.20
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoningdiffers
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

GPT-4o

OpenAI

$16.50
estimated monthly cost

Grok 4.20

xAI

Best Value
$5.25
estimated monthly cost

Grok 4.20 saves you $11.25/month

That's 68% cheaper than GPT-4o 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
ParameterGPT-4oGrok 4.20
Context Window128K2M
Max Output Tokens16,384--
Open SourceNoNo
CreatedMay 13, 2024Mar 31, 2026
Last updated: 56m ago

相关对比

GPT-4o vs Grok 4.20 (2026) | LM Market Cap