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DeepSeek V4 Pro vs GPT-4o

DeepSeek V4 Pro

DeepSeek

87#40
vs
GPT-4o

OpenAI

71#111
Signal-by-Signal Comparison
SignalDeepSeek V4 ProDeltaGPT-4o
Capabilities
67
--
67
Benchmarks
88
+14
74
Pricing
99
+9
90
Context window size
96
+14
81
Recency
100
+100
0
Output Capacity
93
+23
70
Overall Result
5 wins
of 6
0 wins
DeepSeek V4 Pro wins 5 of 6 signals

Score History

Score History (24 data points)
DeepSeek V4 ProGPT-4o
DeepSeek V4 Pro

86.7

current score

Leader

DeepSeek V4 Pro

right now

GPT-4o

71.2

current score

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

DeepSeek V4 Pro

DeepSeek

Best Value
Per request$0.000870
Daily$2.90
Monthly$87.00
Annual$1044.00

GPT-4o

OpenAI

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

DeepSeek V4 Pro saves you $663.00/month

That's $7956.00/year compared to GPT-4o at your current usage level of 100K calls/month.

88% cheaper
Choose DeepSeek V4 Pro for cost optimization

DeepSeek V4 Pro pricing:
Input:$0.43/M tokens
Output:$0.87/M tokens
GPT-4o pricing:
Input:$2.50/M tokens
Output:$10.00/M tokens
Winner
DeepSeek V4 Pro

DeepSeek

87

Composite Score

GPT-4o

OpenAI

71

Composite Score

Signal-by-Signal Comparison
MetricDeepSeek V4 ProGPT-4oWinner
Overall Score
87
71
DeepSeek V4 Pro
Rank#40#111
DeepSeek V4 Pro
Quality Rank#40#111
DeepSeek V4 Pro
Adoption Rank#40#111
DeepSeek V4 Pro
Parameters------
Context Window1049K128K
DeepSeek V4 Pro
Pricing$0.43/$0.87/M$2.50/$10.00/M--
Signal Scores
Capabilities
67
67
DeepSeek V4 Pro
Benchmarks
88
74
DeepSeek V4 Pro
Pricing
99
90
DeepSeek V4 Pro
Context window size
96
81
DeepSeek V4 Pro
Recency
100
0
DeepSeek V4 Pro
Output Capacity
93
70
DeepSeek V4 Pro
Benchmark Head-to-Head(15 benchmarks)
DeepSeek V4: 4GPT-4o: 0
DeepSeek V4
GPT-4o
Normalized 0-100%
MMLU
-88.7%
MMLU-Pro
87.5%72.6%
GPQA Diamond
90.1%53.6%
MATH-500
-76.6%
HumanEval
-90.2%
SWE-bench Verified
80.6%30.8%
GSM8K
-95.8%
IFEval
-84.3%
BBH
-83.7%
ARC-Challenge
-96.4%
HellaSwag
-95.3%
Arena Elo
14631286
LiveBench
-64.3%
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.

DeepSeek V4 ProElite Tier

Scores 87/100 (rank #40), placing it in the top 87% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
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

DeepSeek V4 Pro has a 16-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose DeepSeek V4 Pro when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1049K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model

Choose GPT-4o when you need:

  • Multimodal workflows that require image understanding
Cost-Performance Analysis
DeepSeek V4 ProBest Value
Input cost$0.43/M tokens
Output cost$0.87/M tokens
Cost per quality point$0.015
Est. monthly (1M tokens/day)$19.58
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

DeepSeek V4 Pro offers 90% better value per quality point. At 1M tokens/day, you'd spend $19.58/month with DeepSeek V4 Pro vs $187.50/month with GPT-4o - a $167.93 monthly difference.

Latency & Speed
DeepSeek V4 ProFaster
Speed score0/100
GPT-4o
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

DeepSeek V4 Pro

Customer support chatbot

Suitable for user-facing chat with competitive response times. DeepSeek V4 Pro also offers lower per-token costs for high-volume support

DeepSeek V4 Pro

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

DeepSeek V4 Pro

Batch data extraction

Lower output pricing ($0.87/M) reduces costs when processing thousands of records daily

DeepSeek V4 Pro

Creative writing & content

Higher overall composite score (87/100) correlates with better nuance, coherence, and style in long-form content

DeepSeek V4 Pro

Image understanding & OCR

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

GPT-4o
Which Should You Choose?
Our recommendation:
DeepSeek V4 Pro

DeepSeek V4 Pro clearly outperforms GPT-4o with a significant 15.5-point lead. For most general use cases, DeepSeek V4 Pro is the stronger choice. However, GPT-4o may still excel in niche scenarios.

DeepSeek V4 Pro
Recommended

by DeepSeek

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 90% 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
CapabilityDeepSeek V4 ProGPT-4o
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoningdiffers
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

DeepSeek V4 Pro

DeepSeek

Best Value
$1.83
estimated monthly cost

GPT-4o

OpenAI

$16.50
estimated monthly cost

DeepSeek V4 Pro saves you $14.67/month

That's 89% 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
ParameterDeepSeek V4 ProGPT-4o
Context Window1.0M128K
Max Output Tokens384,00016,384
Open SourceYesNo
CreatedApr 24, 2026May 13, 2024
Last updated: 56m ago

相关对比

DeepSeek V4 Pro vs GPT-4o (2026) | LM Market Cap