DeepSeek: DeepSeek V3

DeepSeek: DeepSeek V3

deepseek · Released Dec 26, 2024 Professional
Intelligence #9 / 571
82.0 Our Score
AA Index #205 / 374
16.5 Artificial Analysis
Input #292 / 571
$0.200 per 1M tokens
Output #304 / 571
$0.800 per 1M tokens
Context #231 / 571
131,072 tokens

Analysis Summary

DeepSeek V3 is a capable general-purpose model with an intelligence index of 16.5 and a coding index of 16.4, backed by strong math and livecodebench scores. It supports tool use and function calling, and its 131K context window is adequate for most business document tasks. The model shows competitive performance across reasoning, coding, and structured output relative to its price tier.

For businesses, it is well-suited to coding assistance, mathematical reasoning, structured data extraction, and content generation. Its instruction-following and long-context scores are reasonable, and the tool use support opens it to lightweight agentic workflows. The main consideration for some teams is provider accessibility and enterprise support, which may be less established than with major Western API providers.

At $0.20 input and $0.80 output per million tokens, it offers strong value for its capability level. Teams comfortable with its provider and looking for a cost-effective coding and reasoning model will find it a compelling option.

Assessed June 6, 2026

Editorial notes

DeepSeek V3 delivers strong coding and math performance with tool use and function calling at very low cost, though provider accessibility may be a consideration for some business teams.

Rankings consider pricing, capabilities, benchmarks, and real-world applicability and are refreshed as new models launch. Feedback?

Performance Profile

Intelligence3Technical2.6Value7.8Content3.6
Intelligence 3/10
Technical 2.6/10
Content 3.6/10
Value 7.8/10

How DeepSeek: DeepSeek V3 compares

DeepSeek: DeepSeek V3 ranks #205 of 374 AI models we track for overall intelligence, #166 of 311 for coding, #215 of 286 for agentic tasks. Its 131K-token context window is larger than 60% of the models we list. At $0.20 per million input tokens it is cheaper than 49% of comparable models.

About DeepSeek: DeepSeek V3

DeepSeek-V3 is the latest model from the DeepSeek team, building upon the instruction following and coding abilities of the previous versions. Pre-trained on nearly 15 trillion tokens, the reported evaluations..

Capabilities

Tool Use Function Calling

Performance Indices

Source: Artificial Analysis

16.5 Intelligence Index
16.4 Coding Index
14.8 Agentic Index
26 Math Index

Benchmark Scores

Intelligence

GPQA Diamond 55.7% Graduate-level scientific reasoning
HLE 3.6% Humanity's Last Exam
MMLU Pro 75.2% Multi-task language understanding
MATH 500 88.7% Mathematical problem-solving
AIME 25.3% Competition mathematics
AIME 2025 26% Competition mathematics (2025)
SciCode 35.4% Scientific computing

Technical

LiveCodeBench 35.9% Live coding evaluation
TerminalBench Hard 6.8% Agentic terminal tasks
τ²-Bench 22.8% Conversational agent benchmark

Content

IFBench 34.8% Instruction following
LCR 29% Long-context reasoning

Benchmark data from Artificial Analysis and Hugging Face

How does DeepSeek: DeepSeek V3 stack up?

Compare side-by-side with other professional models.

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Model Information

OpenRouter ID deepseek/deepseek-chat
Providerdeepseek
Model FamilyDeepSeek
Release Date December 26, 2024
Context Length131,072 tokens
Max Completion16,000 tokens
Status Active

Pricing

Token Type Cost per 1M tokens Cost per 1K tokens
Input $0.20 $0.000200
Output $0.80 $0.000800

Live Performance

Live endpoint metrics, refreshed every 30 minutes.

98.8%
Avg Uptime
600ms
Best Latency (TTFT)
26 tok/s
Best Throughput
3/3
Active Endpoints
Available via: StreamLake, DeepInfra, Novita

Leaderboard Categories

Frequently asked questions about DeepSeek: DeepSeek V3

How much does DeepSeek: DeepSeek V3 cost?

DeepSeek: DeepSeek V3 costs $0.20 per million input tokens and $0.80 per million output tokens.

What is the context window of DeepSeek: DeepSeek V3?

DeepSeek: DeepSeek V3 has a context window of 131,072 tokens (131K).

Is DeepSeek: DeepSeek V3 good for coding?

On our coding benchmark index, DeepSeek: DeepSeek V3 ranks #166 of 311 models, placing it in the broader range of the field for code generation and debugging.

What can DeepSeek: DeepSeek V3 do?

DeepSeek: DeepSeek V3 supports tool use and function calling.

Who created DeepSeek: DeepSeek V3?

DeepSeek: DeepSeek V3 is developed by DeepSeek and was released on December 26, 2024.