DeepSeek V3.2 Exp API Benchmarks, Pricing & Provider Data
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DeepSeek V3.2 Exp benchmark, API pricing, and provider data cover 39 API providers, with prices starting at $0.107/M.
DeepSeek-V3.2-Exp is an experimental large language model released by DeepSeek as an intermediate step between V3.1 and future architectures. It introduces DeepSeek Sparse Attention (DSA), a fine-grai...
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 3 / 8
- Methodology
- V3.0
#1Reasoning54Estimated2/4 Measured dimensions
#2Coding53.3Provisional1/4 Measured dimensions
#3Math52.7Provisional1/4 Measured dimensions
Specifications
Input and output token limits for this model, plus how it ranks on long-context understanding.
Features
Technical Details
- Input
- Output
- Released
- Sep 2025
- Knowledge cutoff
- 2025-07-31
- Tokenizer
- DeepSeek
- Architecture
- text->text
- Instruct type
- deepseek-v3.1
- Moderated
- No
- Supported parameters
- frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p
Rankings
Excels at
Detailed scores
Updated: Aug 22, 2026Pricing
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Input price$0.280/M#52 / 180Output price$0.420/M#20 / 180
Pricing
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Agents
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Agents
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Coding
V3.0undefined metric} other undefined metrics}} · Provisional
Score53.380% interval39.4–67.31/4 Measured dimensionsLiveCodeBench55.4%#51 / 115SciCode39.9%#85 / 204
Coding
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Reasoning
V3.0undefined metric} other undefined metrics}} · Estimated
Score5480% interval42.8–65.12/4 Measured dimensionsMMLU-Pro83.6%#39 / 129GPQA73.8%#123 / 211
Reasoning
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Knowledge
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No data80% interval30.8–69.20/4 Measured dimensions
Knowledge
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Math
V3.0undefined metric} other undefined metrics}} · Provisional
Score52.780% interval36.5–68.81/4 Measured dimensions
Math
V3.0undefined metric} other undefined metrics}} · Provisional
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Multilingual
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Multimodal
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Multimodal
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Instruction following
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No data80% interval30.8–69.20/4 Measured dimensions
Instruction following
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OpenRouter endpoints
3 endpointsThird-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.
| Provider endpoint | Input | Output | 1d uptime | 30m latency | 30m throughput | Context / output |
|---|---|---|---|---|---|---|
Novita novita/fp8 | $0.270/M | $0.410/M | 99.6% | — | — | undefined tokens / undefined tokens |
AtlasCloud atlas-cloud/fp8 | $0.270/M | $0.410/M | 99.3% | — | — | undefined tokens / undefined tokens |
SiliconFlow siliconflow/fp8 | $0.270/M | $0.410/M | 97.7% | — | — | undefined tokens / undefined tokens |
Pricing Comparison
Compare DeepSeek V3.2 Exp API pricing across 39 providers. Prices range from $0.107/M to $0.764/M. Zhongzhuan Chat offers the lowest rate at $0.107/M.
| Provider | Health | Model Variant | Group | Input ($/M) | Output ($/M) | Speed (t/s) | First token | Audit |
|---|---|---|---|---|---|---|---|---|
L1 99% | deepseek-v3.2-exp | default | -9%$0.255/M Cache read$0.025/M | -9%$0.382/M | — | — | — | |
L1 99% | deepseek-v3.2-exp | default | -9%$0.255/M Cache read$0.025/M | -9%$0.382/M | — | — | — | |
L1 100% | deepseek-v3.2-exp | default | -51%$0.137/M Cache read$0.014/M | -51%$0.205/M | — | — | — |
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Frequently Asked Questions
- What benchmark data does DeepSeek V3.2 Exp include?
- LMSpeed shows DeepSeek V3.2 Exp benchmark context, API price, output speed, first-token latency, and provider data across 39 providers when those signals are available.
- What is the DeepSeek V3.2 Exp API price?
- DeepSeek V3.2 Exp has pricing from 39 providers, ranging from $0.107/M to $0.764/M. Zhongzhuan Chat has the lowest listed price.
- What does the DeepSeek V3.2 Exp API pricing table include?
- The DeepSeek V3.2 Exp API pricing table compares 39 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
- Which provider has the cheapest DeepSeek V3.2 Exp API pricing?
- Zhongzhuan Chat currently has the lowest listed DeepSeek V3.2 Exp price at $0.107/M across 39 providers.
- Is DeepSeek V3.2 Exp API free?
- DeepSeek V3.2 Exp does not currently have a free API tier on LMSpeed. All 39 providers charge per token.