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deepseek-r1

DeepSeek · chat model

deepseek-r1 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
$0.5500 / 1M tokens
Output
$2.1900 / 1M tokens
Cached input
$0.1400 / 1M tokens
Context
8.2K
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
$0.5500 / 1M tokens
Output
$2.1900 / 1M tokens
Cached input
$0.1400 / 1M tokens
Embedding
$0.5500 / 1M tokens

Token limits

Context window
8.2K
Max input tokens
65.5K
Max output tokens
8.2K
Max tokens
8.2K

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
GPQA Diamond 71.5 Pass@1 Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
LiveCodeBench 65.9 Pass@1-COT Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
AIME 2024 79.8 Pass@1 Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
MATH-500 97.3 Pass@1 Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
Aider Polyglot 71.4% percent correct Base model: DeepSeek R1 (deepseek/deepseek-reasoner) 2026-05-31 Link
Artificial Analysis Intelligence Index 18.8 index score Base model: DeepSeek R1 (deepseek/deepseek-r1) 2026-05-31 Link
Artificial Analysis Coding Index 15.9 index score Base model: DeepSeek R1 (deepseek/deepseek-r1) 2026-05-31 Link
Artificial Analysis Agentic Index 3.8 index score Base model: DeepSeek R1 (deepseek/deepseek-r1) 2026-05-31 Link
MMLU 90.8 pass@1 Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
GPQA Diamond 71.5 pass@1 Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
LiveCodeBench 65.9 pass@1 Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
Codeforces 2029 rating Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
SWE-bench Verified 49.2 resolved Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
Aider Polyglot 53.3 accuracy Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
AIME 2024 79.8 pass@1 Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
MATH-500 97.3 pass@1 Base model: DeepSeek-R1 (DeepSeek-R1) 2026-05-31 Link
Artificial Analysis Intelligence Index 18.8 score Base model: deepseek-r1 (deepseek/deepseek-r1) 2026-05-31 Link
Artificial Analysis Coding Index 15.9 score Base model: deepseek-r1 (deepseek/deepseek-r1) 2026-05-31 Link
Artificial Analysis Agentic Index 3.8 score Base model: deepseek-r1 (deepseek/deepseek-r1) 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-r1
DeepSeek
In $0.5500 / 1M tokens
Out $2.1900 / 1M tokens
Output: unknown
Function callingTool choicePrompt cachingReasoning
8.2K
Current model
Reference row

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

Model Cost Input shape Features Context Why it is close
deepseek-r1
OpenRouter
In $0.5500 / 1M tokens
Out $2.1900 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
8.2K
Partial I/O overlap
Overall 60%
deepseek-r1-0528
OpenRouter
In $0.5000 / 1M tokens
Out $2.1500 / 1M tokens
text
Output: text
Function callingTool choicePrompt cachingReasoning
8.2K
Partial I/O overlap
Overall 59%
qwq-plus
dashscope
In $0.8000 / 1M tokens
Out $2.4000 / 1M tokens
Output: unknown
Function callingTool choiceReasoning
8.2K
Partial I/O overlap
Overall 50%
deepseek-r1-0528-maas
vertex_ai-deepseek_models
In $1.3500 / 1M tokens
Out $5.4000 / 1M tokens
Output: unknown
Function callingTool choicePrompt cachingReasoning
8.2K
Partial I/O overlap
Overall 48%
minimax.minimax-m2.5
Bedrock
In $0.4700 / 1M tokens
Out $1.8600 / 1M tokens
text
Output: text
Function callingTool choiceReasoning
8.2K
Partial I/O overlap
Overall 47%
qwen-plus-2025-01-25
dashscope
In $0.4000 / 1M tokens
Out $1.2000 / 1M tokens
Output: unknown
Function callingTool choiceReasoning
8.2K
Partial I/O overlap
Overall 46%
deepseek-v3.2-maas
vertex_ai-deepseek_models
In $0.5600 / 1M tokens
Out $1.6800 / 1M tokens
Output: unknown
Function callingTool choicePrompt cachingReasoning
32.8K
Partial I/O overlap
Overall 46%
glm-4.7
zai
In $0.6000 / 1M tokens
Out $2.2000 / 1M tokens
Output: unknown
Function callingTool choicePrompt cachingReasoning
N/A
Partial I/O overlap
Overall 44%
glm-4.6
zai
In $0.6000 / 1M tokens
Out $2.2000 / 1M tokens
Output: unknown
Function callingTool choicePrompt cachingReasoning
N/A
Partial I/O overlap
Overall 44%
deepseek-v3
DeepSeek
In $0.2700 / 1M tokens
Out $1.1000 / 1M tokens
Output: unknown
Function callingTool choicePrompt caching
8.2K
Same provider
Overall 44%
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 43%
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 43%
deepseek-r1
vercel_ai_gateway
In $0.5500 / 1M tokens
Out $2.1900 / 1M tokens
text
Output: text
Tool choice
8.2K
Partial I/O overlap
Overall 41%
glm-4p5
fireworks_ai
In $0.5500 / 1M tokens
Out $2.1900 / 1M tokens
text
Output: text
Function callingTool choiceReasoning
96.0K
Partial I/O overlap
Overall 36%
glm-4p6
fireworks_ai
In $0.5500 / 1M tokens
Out $2.1900 / 1M tokens
text
Output: text
Function callingTool choiceReasoning
202.8K
Partial I/O overlap
Overall 36%
DeepSeek Chat
DeepSeek
In $0.2800 / 1M tokens
Out $0.4200 / 1M tokens
Output: unknown
Function callingTool choicePrompt caching
8.2K
Same provider
Overall 32%
deepseek-chat
DeepSeek
In $0.2800 / 1M tokens
Out $0.4200 / 1M tokens
Output: unknown
Function callingTool choicePrompt caching
8.2K
Same provider
Overall 32%
deepseek-v3.2
DeepSeek
In $0.2800 / 1M tokens
Out $0.4000 / 1M tokens
Output: unknown
Function callingTool choicePrompt cachingReasoning
163.8K
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 30%
deepseek-v3-2-251201
volcengine
In N/A
Out N/A
Output: unknown
Function callingTool choicePrompt cachingReasoning
32.8K
Partial I/O overlap
Overall 29%
kimi-k2-thinking-251104
volcengine
In N/A
Out N/A
Output: unknown
Function callingTool choicePrompt cachingReasoning
32.8K
Partial I/O overlap
Overall 29%
DeepSeek-R1-0528-tput
Together AI
In $0.5500 / 1M tokens
Out $2.1900 / 1M tokens
text
Output: text
Function callingTool choice
N/A
Partial I/O overlap
Overall 28%
deepseek-r1-basic
fireworks_ai
In $0.5500 / 1M tokens
Out $2.1900 / 1M tokens
text
Output: text
Low overlap
20.5K
Partial I/O overlap
Overall 26%
glm-4-7-251222
volcengine
In N/A
Out N/A
Output: unknown
Function callingTool choicePrompt cachingReasoning
131.1K
Partial I/O overlap
Overall 26%
deepseek-reasoner
DeepSeek
In $0.2800 / 1M tokens
Out $0.4200 / 1M tokens
Output: unknown
Prompt cachingReasoning
65.5K
Same provider
Overall 17%