This model is deprecated. We only continue performance benchmarking for the default 10k input token workload. Results for other workloads are historical and no longer updated.

DeepSeek has launched a newer release, DeepSeek V3.2. We suggest considering it instead.

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DeepSeek V3.2 Exp
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Open weights model

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Released September 2025

DeepSeek V3.2 Exp (Non-reasoning) API Provider Benchmarking & Analysis

Model Comparison

This analysis is intended to support you in choosing the best API provider of DeepSeek V3.2 Exp (Non-reasoning) for your use-case.

Fastest

Output speed

Total 1 provider

Lowest Latency

Time to first token

Total 1 provider

Lowest Price

#1
DeepSeekDeepSeek
$0.12

Blended price (per 1M tokens)

Total 1 provider

DeepSeek V3.2 Exp (non-reasoning) is available through DeepSeek.

Benchmarks of providers are not available for this model.

Please see the models page for DeepSeek V3.2 Exp (Non-reasoning) for details of the model and its intelligence compared to other models.

Output tokens per second · Higher is better
No data available
Seconds to first answer token received · Lower is better
No data available
USD per 1M tokens (blended) · Lower is better

Pricing

Pricing: Cache Hit, Input, and Output: DeepSeek V3.2 Exp (Non-reasoning)

Price (USD per M Tokens) · Lower is better · 10,000 input tokens

Cost per Intelligence Index Task: DeepSeek V3.2 Exp (Non-reasoning)

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better
No data available

Output Speed vs. Price: DeepSeek V3.2 Exp (Non-reasoning)

Blended at 7:2:1 (cache-input-output) · Output speed: output tokens per second · USD per 1M tokens (blended)
Most attractive quadrant
No data available

Speed

Measured by Output Speed (tokens per second)

Output Speed: DeepSeek V3.2 Exp (Non-reasoning)

Output speed: output tokens per second · 10,000 input tokens
No data available

Time per Intelligence Index Task: DeepSeek V3.2 Exp (Non-reasoning)

Weighted average decode time (minutes) per Intelligence Index task · Excludes TTFT and overhead time · Lower is better
No data available

Cost per Task vs. Time per Task: DeepSeek V3.2 Exp (Non-reasoning)

Weighted average cost (USD) per Intelligence Index task · Weighted average decode time (minutes) per Intelligence Index task
Most attractive quadrant
No data available

Latency

Measured by Time (seconds) to First Token

Time to First Token: DeepSeek V3.2 Exp (Non-reasoning)

Seconds to first token received · Lower is better · 10,000 input tokens
No data available

End-to-End Response Time

Seconds to output 500 tokens, calculated based on time to first token, 'thinking' time for reasoning models, and output speed

End-to-End Response Time: DeepSeek V3.2 Exp (Non-reasoning)

Seconds to output 500 tokens, including reasoning model 'thinking' time · Lower is better · 10,000 input tokens
No data available

Key Comparison Metrics & API Features

DeepSeek logoDeepSeek
128k
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Frequently Asked Questions

Common questions about DeepSeek V3.2 Exp (Non-reasoning) providers