GPT-4o-class coding quality at under $0.30/1M — the best value in the directory.
87
Coding
74
Writing
80
Research
10
Images
96
Value
62
Long Context
Use this when
Coding, reasoning, and general tasks at extreme cost efficiency
Skip this if
Strengths
GPT-4o class coding and reasoning at under $0.30/1M input tokens
Open-source weights available for self-hosting
Strong performance on HumanEval and coding benchmarks relative to price
Weaknesses
Chinese-origin model raises data sovereignty concerns for some enterprise teams
Slightly weaker on nuanced English writing tone compared to Claude and GPT
Monthly cost estimate
See what DeepSeek V3 actually costs at your usage level
Input tokens / month1M
10k50M
Output tokens / month500k
10k25M
Input cost
$0.270
Output cost
$0.550
Total / month
$0.820
Based on DeepSeek V3 API pricing: $0.27/1M input · $1.1/1M output. Real costs vary by provider discounts and caching. Check the provider for exact current rates.
Price History
DeepSeek V3 pricing over time
Tracking since May 8, 2026 · more data builds daily
1 data point · tracked daily since May 8, 2026
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Coding, reasoning, and general tasks at extreme cost efficiency. Start free — no card required.
Recommendations are made independently based on real-world use and public benchmarks. See our disclosures for details.
Compare alternatives
Similar models worth checking before you commit.
AnthropicPremium
Anthropic: Claude 3.5 Sonnet
Claude 3.5 Sonnet is Anthropic's mid-cycle flagship model, balancing strong reasoning, coding, and instruction-following with a 200K context window. It sits between Haiku and Opus in Anthropic's lineup, offering near-flagship quality at a lower cost than top-tier models.
Verdict
One of the best models for coding and complex instruction-following, but its premium pricing demands premium use cases.
DeepSeek V3 is best for coding, reasoning, and general tasks at extreme cost efficiency. It is a strong fit when that workflow matters more than the tradeoffs around budget pricing and fast speed.
When should I avoid DeepSeek V3?
Your team has data sovereignty requirements or needs enterprise-grade reliability guarantees.
What is a cheaper alternative to DeepSeek V3?
Meta: Llama 3.1 8B Instruct is the lower-cost option to compare first when you want a similar workflow fit with less token spend.
What is a faster alternative to DeepSeek V3?
Anthropic: Claude 3.5 Sonnet is the better pick when response time matters more than maximum depth or premium quality.
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Your team has data sovereignty requirements or needs enterprise-grade reliability guarantees.
Less reliable for complex multi-step agentic workflows vs frontier models
Balanced
Best for complex coding tasks, multi-step reasoning, and long-document analysis where gpt-4o-class quality is needed without paying for the absolute top tier.
Context
200k tokens
Pricing at $6 input / $30 output per million tokens is significantly higher than GPT-4o ($2.50/$10). Best accessed via Anthropic API or Amazon Bedrock. Claude 3.5 Sonnet (October 2024 version) supersedes the June 2024 release with improved performance.
Claude Opus 4 is Anthropic's most capable flagship model, designed for complex reasoning, nuanced writing, and sophisticated multi-step tasks. It sits at the top of the Claude 4 family, prioritizing depth and quality over speed.
Verdict
Anthropic's best model for when quality matters more than speed or cost.
Quality score
84%
Pricing
$30.00/1M in
$150.00/1M out
Speed
Deliberate
Best for demanding professional tasks requiring deep reasoning, nuanced judgment, and high-quality long-form output.
Context
200k tokens
At $15 input / $75 output per 1M tokens, Opus 4 is one of the most expensive models available. Anthropic recommends using Claude Sonnet 4 for most production use cases and reserving Opus 4 for tasks explicitly requiring maximum capability.
FlagshipPremiumReasoningLong ContextAgentic
Best for
Demanding professional tasks requiring deep reasoning, nuanced judgment, and high-quality long-form output.
Claude Opus 4.1 is Anthropic's top-tier flagship model, designed for the most demanding tasks requiring deep reasoning, nuanced writing, and complex multi-step analysis. It sits at the apex of the Claude 4 family, prioritizing capability over cost and speed.
Verdict
Anthropic's most capable model for demanding professional work, but its steep output cost demands justification.
Quality score
83%
Pricing
$15.00/1M in
$75.00/1M out
Speed
Deliberate
Best for high-stakes professional work where output quality justifies premium pricing — legal analysis, advanced research synthesis, and complex agentic workflows.
Context
200k tokens
Output pricing at $75/1M tokens is among the highest in the market — nearly 3x GPT-4.1's output cost. Batch API discounts may be available through Anthropic. Context window is 200K but very long prompts at Opus pricing can become extremely expensive quickly. Note: supersedes field lists Claude 4 Haiku, which is likely a data error — Opus 4.1 more logically succeeds Claude Opus 4.
FlagshipPremiumReasoningLong ContextAgentic
Best for
High-stakes professional work where output quality justifies premium pricing — legal analysis, advanced research synthesis, and complex agentic workflows.
