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GPT-5.1 Chat vs GPT-5 Pro

GPT-5.1 Chat

OpenAI

88#30
vs
GPT-5 Pro

OpenAI

88#32
Signal-by-Signal Comparison
SignalGPT-5.1 ChatDeltaGPT-5 Pro
Capabilities
83
-17
100
Benchmarks
88
+1
88
Pricing
90
+85
5
Context window size
73
-7
80
Recency
89
+7
82
Output Capacity
75
-10
85
Overall Result
3 wins
of 6
3 wins
It's a tie - both models win 3 signals each

Score History

Score History (21 data points)
GPT-5.1 ChatGPT-5 Pro
GPT-5.1 Chat

88.2

current score

Leader

Tied

right now

GPT-5 Pro

88.2

current score

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

GPT-5.1 Chat

OpenAI

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

GPT-5 Pro

OpenAI

Per request$0.075000
Daily$250.00
Monthly$7500.00
Annual$90000.00

GPT-5.1 Chat saves you $6875.00/month

That's $82500.00/year compared to GPT-5 Pro at your current usage level of 100K calls/month.

92% cheaper
Choose GPT-5.1 Chat for cost optimization

GPT-5.1 Chat pricing:
Input:$1.25/M tokens
Output:$10.00/M tokens
GPT-5 Pro pricing:
Input:$15.00/M tokens
Output:$120.00/M tokens
Tie
GPT-5.1 Chat

OpenAI

88

Composite Score

Tie
GPT-5 Pro

OpenAI

88

Composite Score

Signal-by-Signal Comparison
MetricGPT-5.1 ChatGPT-5 ProWinner
Overall Score
88
88
--
Rank#30#32
GPT-5.1 Chat
Quality Rank#30#32
GPT-5.1 Chat
Adoption Rank#30#32
GPT-5.1 Chat
Parameters------
Context Window128K400K
GPT-5 Pro
Pricing$1.25/$10.00/M$15.00/$120.00/M--
Signal Scores
Capabilities
83
100
GPT-5 Pro
Benchmarks
88
88
GPT-5.1 Chat
Pricing
90
5
GPT-5.1 Chat
Context window size
73
80
GPT-5 Pro
Recency
89
82
GPT-5.1 Chat
Output Capacity
75
85
GPT-5 Pro
Benchmark Head-to-Head(11 benchmarks)
GPT-5.1 Chat: 9GPT-5 Pro: 2
GPT-5.1 Chat
GPT-5 Pro
Normalized 0-100%
MMLU
93.2%93%
MMLU-Pro
85%84.5%
GPQA Diamond
86.5%85%
MATH-500
93.5%92.5%
HumanEval
96.8%96.5%
SWE-bench Verified
76.5%75%
IFEval
92.5%92%
BBH
91%90.5%
Arena Elo
14751465
LiveBench
74%76%
HLE
23.68%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-5.1 ChatElite Tier

Scores 88/100 (rank #30), placing it in the top 90% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT-5 ProElite Tier

Scores 88/100 (rank #32), placing it in the top 89% 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-5.1 Chat when you need:

  • High-volume production workloads where API costs must be minimized

Choose GPT-5 Pro when you need:

  • Processing long documents or large codebases (400K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
GPT-5.1 ChatBest Value
Input cost$1.25/M tokens
Output cost$10.00/M tokens
Cost per quality point$0.128
Est. monthly (1M tokens/day)$168.75
GPT-5 Pro
Input cost$15.00/M tokens
Output cost$120.00/M tokens
Cost per quality point$1.531
Est. monthly (1M tokens/day)$2025.00

GPT-5.1 Chat offers 92% better value per quality point. At 1M tokens/day, you'd spend $168.75/month with GPT-5.1 Chat vs $2025.00/month with GPT-5 Pro - a $1856.25 monthly difference.

Latency & Speed
GPT-5.1 ChatFaster
Speed score0/100
GPT-5 Pro
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-5.1 Chat

Customer support chatbot

Suitable for user-facing chat with competitive response times. GPT-5.1 Chat also offers lower per-token costs for high-volume support

GPT-5.1 Chat

Long document analysis

Larger context window (400K tokens) can process longer documents, contracts, and research papers in a single pass

GPT-5 Pro

Batch data extraction

Lower output pricing ($10.00/M) reduces costs when processing thousands of records daily

GPT-5.1 Chat

Creative writing & content

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

GPT-5.1 Chat

Image understanding & OCR

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

GPT-5.1 Chat
Which Should You Choose?
Our recommendation:
GPT-5.1 Chat

GPT-5.1 Chat and GPT-5 Pro are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

GPT-5.1 Chat
Recommended

by OpenAI

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 92% lower pricing; better value at scale
  • 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 OpenAI

Consider for specialized use cases.

Capability Comparison
CapabilityGPT-5.1 ChatGPT-5 Pro
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoningdiffers
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

GPT-5.1 Chat

OpenAI

Best Value
$14.25
estimated monthly cost

GPT-5 Pro

OpenAI

$171.00
estimated monthly cost

GPT-5.1 Chat saves you $156.75/month

That's 92% cheaper than GPT-5 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
ParameterGPT-5.1 ChatGPT-5 Pro
Context Window128K400K
Max Output Tokens32,000128,000
Open SourceNoNo
CreatedNov 13, 2025Oct 6, 2025
Last updated: 8m ago

相关对比

GPT-5.1 Chat vs GPT-5 Pro (2026) | LM Market Cap