Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

DeepSeek

DeepSeek VL2

DeepSeek

DeepSeek VL2 is a multimodal language model developed by DeepSeek. It achieves strong performance with an average score of 70.9% across 14 benchmarks. It excels particularly in DocVQA (93.3%), ChartQA (86.0%), TextVQA (84.2%). The model shows particular specialization in vision tasks with an average performance of 76.7%. It supports a 259K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents DeepSeek's latest advancement in AI technology.

OpenAI

o1

OpenAI

o1 is a language model developed by OpenAI. It achieves strong performance with an average score of 71.6% across 19 benchmarks. It excels particularly in GSM8k (97.1%), MATH (96.4%), GPQA Physics (92.8%). It supports a 300K token context window for handling large documents. The model is available through 2 API providers. Released in 2024, it represents OpenAI's latest advancement in AI technology.

DeepSeek

DeepSeek VL2

DeepSeek

2024-12-13

OpenAI

o1

OpenAI

2024-12-17

4 days newer

Pricing Comparison

Cost per million tokens (USD)

DeepSeek

DeepSeek VL2

Input:$9.50
Output:$4800.00
OpenAI

o1

$4734.50 cheaper
Input:$15.00
Output:$60.00

Performance Metrics

Context window and performance specifications

DeepSeek

DeepSeek VL2

Max Context:258.6K
Parameters:27.0B
OpenAI

o1

Larger context
Max Context:300.0K

Average performance across 2 common benchmarks

DeepSeek

DeepSeek VL2

Average Score:57.0%
OpenAI

o1

+17.8%
Average Score:74.7%

Performance comparison across key benchmark categories

DeepSeek

DeepSeek VL2

vision
76.7%
math
62.8%
general
69.9%
roleplay
63.6%
OpenAI

o1

vision
+0.9%
77.6%
math
+9.2%
72.0%
general
+1.9%
71.8%
roleplay
+3.4%
67.0%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

DeepSeek

DeepSeek VL2

1 providers

Replicate

Throughput: 22 tok/s
Latency: 0.5ms
OpenAI

o1

2 providers

Azure

Throughput: 16 tok/s
Latency: 0.54ms

OpenAI

Throughput: 66 tok/s
Latency: 16.2ms
DeepSeek

DeepSeek VL2

Avg Score:57.0%
Providers:1
OpenAI

o1

+17.8%
Avg Score:74.7%
Providers:2