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deepseek-v3.2

DeepSeek · chat model

deepseek-v3.2 is listed here as a chat model from DeepSeek. This page shows simple API pricing, token limits, and capability flags so you can compare it with similar options.

Input
$0.2800 / 1M tokens
Output
$0.4000 / 1M tokens
Cached input
$0.0280 / 1M tokens
Context
163.8K
Compare similar models Open a side-by-side table using this route and the closest match from the current catalog. Estimate workload cost Use token counts, request volume, and cache assumptions to check a realistic monthly bill. Explore benchmark family Review source-backed benchmark rows for the attached base model family. Check data sources See how pricing data is generated and what still needs provider verification.

Quick read

Best for

Use this page when you need a fast view of cost, context size, and supported features before testing the model in your own workload.

Things to verify

Always check the provider page for discounts, cache pricing, region rules, and any model limits that may not appear in public metadata.

Pricing

Item Price
Input
$0.2800 / 1M tokens
Output
$0.4000 / 1M tokens
Cached input
$0.0280 / 1M tokens
Embedding
$0.2800 / 1M tokens

Token limits

Context window
163.8K
Max input tokens
163.8K
Max output tokens
163.8K
Max tokens
163.8K

Capabilities

Capability Supported
Vision —
Function calling ✅
Parallel function calling —
Tool choice ✅
Prompt caching ✅
Reasoning ✅
Response schema —
System messages —
Audio input —
Audio output —
Web search —
PDF input —
Video input —

Benchmarks

Most benchmark rows are attached to the base model family rather than this provider route. Open benchmark explorer

Benchmark Score Metric Scope Checked Source
MMLU 88.5 EM Base model: DeepSeek-V3 (DeepSeek-V3) 2026-05-31 Link
GPQA Diamond 59.1 Pass@1 Base model: DeepSeek-V3 (DeepSeek-V3) 2026-05-31 Link
LiveCodeBench 37.6 Pass@1 Base model: DeepSeek-V3 (DeepSeek-V3) 2026-05-31 Link
AIME 2024 39.2 Pass@1 Base model: DeepSeek-V3 (DeepSeek-V3) 2026-05-31 Link
MATH-500 90.2 EM Base model: DeepSeek-V3 (DeepSeek-V3) 2026-05-31 Link
Aider Polyglot 74.2% percent correct Base model: DeepSeek V3.2-Exp (deepseek/deepseek-reasoner) 2026-05-31 Link
MMLU-Pro 85.0 EM Base model: DeepSeek-V3.2-Exp (DeepSeek-V3.2-Exp) 2026-05-31 Link
GPQA Diamond 79.9 pass@1 Base model: DeepSeek-V3.2-Exp (DeepSeek-V3.2-Exp) 2026-05-31 Link
LiveCodeBench 74.1 pass@1 Base model: DeepSeek-V3.2-Exp (DeepSeek-V3.2-Exp) 2026-05-31 Link
AIME 2025 89.3 pass@1 Base model: DeepSeek-V3.2-Exp (DeepSeek-V3.2-Exp) 2026-05-31 Link
Aider Polyglot 74.5 accuracy Base model: DeepSeek-V3.2-Exp (DeepSeek-V3.2-Exp) 2026-05-31 Link
SWE-bench Verified 67.8 resolved Base model: DeepSeek-V3.2-Exp (DeepSeek-V3.2-Exp) 2026-05-31 Link
Terminal-Bench 37.7 score Base model: DeepSeek-V3.2-Exp (DeepSeek-V3.2-Exp) 2026-05-31 Link
Diamond 82.4 score Base model: DeepSeek-V3.2 (deepseek-ai/DeepSeek-V3.2) 2026-05-31 Link
Terminal-Bench 2.0 39.6 * score Base model: DeepSeek-V3.2 (deepseek-ai/DeepSeek-V3.2) 2026-05-31 Link
Apex Agents 7 * score Base model: DeepSeek-V3.2 (deepseek-ai/DeepSeek-V3.2) 2026-05-31 Link
SWE-bench Pro 15.56 score Base model: DeepSeek-V3.2 (deepseek-ai/DeepSeek-V3.2) 2026-05-31 Link
SWE-bench Verified 70 * resolved Base model: DeepSeek-V3.2 (deepseek-ai/DeepSeek-V3.2) 2026-05-31 Link

Sources

Source links
Pricing data LiteLLM model cost map
Synced at 2026-05-28

Similar models

This list is ranked by overall similarity. Use filters to emphasize the lens that matters most for the replacement you are making.

Comparing from
Model Cost Input shape Features Context Why it is close
deepseek-v3.2
DeepSeek
In $0.2800 / 1M tokens
Out $0.4000 / 1M tokens
Output: unknown
Function callingTool choicePrompt cachingReasoning
163.8K
Current model
Reference row

Overall blends cost, modality overlap, capabilities, and context.

Model Cost Input shape Features Context Why it is close
deepseek-v3.2
OpenRouter
In $0.2800 / 1M tokens
Out $0.4000 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
163.8K
Partial I/O overlap
Overall 60%
deepseek-chat-v3.1
OpenRouter
In $0.2000 / 1M tokens
Out $0.8000 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
163.8K
Partial I/O overlap
Overall 52%
deepseek-v3.2-exp
OpenRouter
In $0.2000 / 1M tokens
Out $0.4000 / 1M tokens
text
Output: text
Function callingTool choicePrompt caching
163.8K
Partial I/O overlap
Overall 51%
minimax-m2
OpenRouter
In $0.2550 / 1M tokens
Out $1.0200 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
204.8K
Partial I/O overlap
Overall 50%
grok-3-mini
xai
In $0.3000 / 1M tokens
Out $0.5000 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
131.1K
Partial I/O overlap
Overall 49%
grok-3-mini-beta
xai
In $0.3000 / 1M tokens
Out $0.5000 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
131.1K
Partial I/O overlap
Overall 49%
deepseek-v3.2
azure_ai
In $0.5800 / 1M tokens
Out $1.6800 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
163.8K
Partial I/O overlap
Overall 47%
deepseek-v3.2-speciale
azure_ai
In $0.5800 / 1M tokens
Out $1.6800 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
163.8K
Partial I/O overlap
Overall 47%
grok-code-fast
xai
In $0.2000 / 1M tokens
Out $1.5000 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
256.0K
Partial I/O overlap
Overall 44%
minimax-m2.5
OpenRouter
In $0.3000 / 1M tokens
Out $1.1000 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
65.5K
Partial I/O overlap
Overall 43%
mimo-v2-flash
OpenRouter
In $0.1000 / 1M tokens
Out $0.3000 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
16.4K
Partial I/O overlap
Overall 38%
glm-4-7-251222
volcengine
In N/A
Out N/A
Output: unknown
Function callingTool choicePrompt cachingReasoning
131.1K
Partial I/O overlap
Overall 37%
deepseek-v3.2
novita
In $0.2690 / 1M tokens
Out $0.4000 / 1M tokens
text
Output: text
Function callingTool choiceReasoning
65.5K
Partial I/O overlap
Overall 36%
deepseek-v3.2-exp
novita
In $0.2700 / 1M tokens
Out $0.4100 / 1M tokens
text
Output: text
Function callingTool choiceReasoning
65.5K
Partial I/O overlap
Overall 36%
deepseek-reasoner
DeepSeek
In $0.2800 / 1M tokens
Out $0.4200 / 1M tokens
Output: unknown
Prompt cachingReasoning
65.5K
Same provider
Overall 34%
deepseek-reasoner
DeepSeek
In $0.2800 / 1M tokens
Out $0.4200 / 1M tokens
Output: unknown
Prompt cachingReasoning
65.5K
Same provider
Overall 34%
deepseek-r1
DeepSeek
In $0.5500 / 1M tokens
Out $2.1900 / 1M tokens
Output: unknown
Function callingTool choicePrompt cachingReasoning
8.2K
Same provider
Overall 32%
deepseek-v3
DeepSeek
In $0.2700 / 1M tokens
Out $1.1000 / 1M tokens
Output: unknown
Function callingTool choicePrompt caching
8.2K
Same provider
Overall 32%
deepseek-coder
DeepSeek
In $0.1400 / 1M tokens
Out $0.2800 / 1M tokens
Output: unknown
Function callingTool choicePrompt caching
4.1K
Same provider
Overall 31%
DeepSeek Chat
DeepSeek
In $0.2800 / 1M tokens
Out $0.4200 / 1M tokens
Output: unknown
Function callingTool choicePrompt caching
8.2K
Same provider
Overall 31%
deepseek-v3-2-251201
volcengine
In N/A
Out N/A
Output: unknown
Function callingTool choicePrompt cachingReasoning
32.8K
Partial I/O overlap
Overall 28%
kimi-k2-thinking-251104
volcengine
In N/A
Out N/A
Output: unknown
Function callingTool choicePrompt cachingReasoning
32.8K
Partial I/O overlap
Overall 28%
DeepSeek-V3.2
gmi
In $0.2800 / 1M tokens
Out $0.4000 / 1M tokens
Output: unknown
Function calling
16.4K
Partial I/O overlap
Overall 28%
amazon.titan-text-lite-v1
Bedrock
In $0.3000 / 1M tokens
Out $0.4000 / 1M tokens
text
Output: text
Low overlap
4.0K
Partial I/O overlap
Overall 20%
amazon.titan-text-lite-v1
Bedrock
In $0.3000 / 1M tokens
Out $0.4000 / 1M tokens
text
Output: text
Low overlap
4.0K
Partial I/O overlap
Overall 20%