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GPT-5 vs Grok 4.3 (batch)

GPT-5

OpenAI

89#52
vs
Signal-by-Signal Comparison
SignalGPT-5DeltaGrok 4.3 (batch)
Capabilities
100
--
100
Benchmarks
88
+1
86
Pricing
90
-8
98
Context window size
89
-6
95
Recency
53
-47
100
Output Capacity
82
-14
95
Overall Result
1 wins
of 6
4 wins
Grok 4.3 (batch) wins 4 of 6 signals

Score History

Score History (36 data points)
GPT-5Grok 4.3 (batch)
GPT-5

88.7

current score

Leader

GPT-5

right now

Grok 4.3 (batch)

88.5

current score

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

GPT-5

OpenAI

Per request$0.006250
Daily$20.83
Monthly$625.00
Annual$7500.00

Grok 4.3 (batch)

xAI

Best Value
Per request$0.002000
Daily$6.67
Monthly$200.00
Annual$2400.00

Grok 4.3 (batch) saves you $425.00/month

That's $5100.00/year compared to GPT-5 at your current usage level of 100K calls/month.

68% cheaper
Choose Grok 4.3 (batch) for cost optimization

GPT-5 pricing:
Input:$1.25/M tokens
Output:$10.00/M tokens
Grok 4.3 (batch) pricing:
Input:$1.00/M tokens
Output:$2.00/M tokens
Winner
GPT-5

OpenAI

89

Composite Score

Grok 4.3 (batch)

xAI

89

Composite Score

Signal-by-Signal Comparison
MetricGPT-5Grok 4.3 (batch)Winner
Overall Score
89
89
GPT-5
Rank#52#54
GPT-5
Quality Rank#52#54
GPT-5
Adoption Rank#52#54
GPT-5
Parameters------
Context Window400K1000K
Grok 4.3 (batch)
Pricing$1.25/$10.00/M$1.00/$2.00/M--
Signal Scores
Capabilities
100
100
GPT-5
Benchmarks
88
86
GPT-5
Pricing
90
98
Grok 4.3 (batch)
Context window size
89
95
Grok 4.3 (batch)
Recency
53
100
Grok 4.3 (batch)
Output Capacity
82
95
Grok 4.3 (batch)
Benchmark Head-to-Head(12 benchmarks)
GPT-5: 9Grok 4.3: 1
GPT-5
Grok 4.3
Normalized 0-100%
MMLU
93%91.5%
MMLU-Pro
84.5%83.5%
GPQA Diamond
85%82%
MATH-500
92.5%95%
HumanEval
96.5%95.5%
SWE-bench Verified
75%70%
AIME 2024
-88%
IFEval
92%91%
BBH
90.5%90%
Arena Elo
14651462
LiveBench
76%73%
HLE
35%-
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-5Elite Tier

Scores 89/100 (rank #52), placing it in the top 82% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Grok 4.3 (batch)Elite Tier

Scores 89/100 (rank #54), placing it in the top 82% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-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 GPT-5 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose Grok 4.3 (batch) when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1000K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
GPT-5
Input cost$1.25/M tokens
Output cost$10.00/M tokens
Cost per quality point$0.127
Est. monthly (1M tokens/day)$168.75
Grok 4.3 (batch)Best Value
Input cost$1.00/M tokens
Output cost$2.00/M tokens
Cost per quality point$0.034
Est. monthly (1M tokens/day)$45.00

Grok 4.3 (batch) offers 73% better value per quality point. At 1M tokens/day, you'd spend $45.00/month with Grok 4.3 (batch) vs $168.75/month with GPT-5 - a $123.75 monthly difference.

Latency & Speed
GPT-5Faster
Speed score0/100
Grok 4.3 (batch)
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-5

Customer support chatbot

Suitable for user-facing chat with competitive response times. Grok 4.3 (batch) also offers lower per-token costs for high-volume support

GPT-5

Long document analysis

Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass

Grok 4.3 (batch)

Batch data extraction

Lower output pricing ($2.00/M) reduces costs when processing thousands of records daily

Grok 4.3 (batch)

Creative writing & content

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

GPT-5

Image understanding & OCR

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

GPT-5
Which Should You Choose?
Our recommendation:
GPT-5

GPT-5 and Grok 4.3 (batch) are extremely close in overall performance (only 0.20000000000000284 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

GPT-5
Recommended

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 - 73% lower pricing; better value at scale
Capability Comparison
CapabilityGPT-5Grok 4.3 (batch)
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

GPT-5

OpenAI

$14.25
estimated monthly cost

Grok 4.3 (batch)

xAI

Best Value
$4.20
estimated monthly cost

Grok 4.3 (batch) saves you $10.05/month

That's 71% cheaper than GPT-5 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-5Grok 4.3 (batch)
Context Window400K1M
Max Output Tokens128,000900,000
Open SourceNoNo
CreatedAug 7, 2025Apr 30, 2026
Last updated: 52m ago

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