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Home/Grok 4 vs DeepSeek V3
Winner: DeepSeek V3xAI vs DeepSeek

Grok 4 vs DeepSeek V3

Grok 4 wins on context window (256K vs 128K). DeepSeek V3 wins on coding (87 vs 80) and price ($0.27 vs $3/1M input). For most workflows, DeepSeek V3 is the stronger default — legacy deepseek model — its original endpoints were retired in july 2026.

Last verified Sep 2, 2026/Model data modified Sep 2, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
DeepSeekBudget
Input cost
$0.27/1M
Context
128k tokens
Speed
Fast

Clear recommendation block

The safest Grok 4 vs DeepSeek V3 default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

DeepSeek V3

View
Why this recommendation

DeepSeek V3 is the strongest answer here for Grok 4 vs DeepSeek V3 — pick it when quality of output matters more than the $0.27/1M/1M input you pay for it.

DeepSeekBudget
Best for
Coding, reasoning, and general tasks at extreme cost efficiency
Price
$0.27/1M
Context
128k tokens
Best value model

Claude Sonnet 5.5

View
Why this recommendation

Claude Sonnet 5.5 is the cheaper way in for Grok 4 vs DeepSeek V3, at $2.00/1M/1M input against DeepSeek V3's $0.27/1M/1M.

AnthropicBalanced
Best for
Everyday feature work, bug fixing and polished documents at mid-tier pricing
Price
$2.00/1M
Context
1M tokens
Best for speed

Grok 4

View
Why this recommendation

Grok 4 is the fastest of these for Grok 4 vs DeepSeek V3 — worth it when latency is what the reader notices, not the last few points of reasoning depth.

xAIBalanced
Best for
Coding and research at competitive pricing with maximum context
Price
$2.00/1M
Context
2M tokens

Why this page recommends it

DeepSeek V3 leads on coding with a score of 87 vs 80 for Grok 4.

Grok 4 has the larger context window: 256K vs 128K for DeepSeek V3.

DeepSeek V3 is cheaper at $0.27/1M input tokens vs $3/1M for Grok 4.

Decision notes

Go with DeepSeek V3 if you want one model to handle coding and research — it targets coding, reasoning, and general tasks at extreme cost efficiency.

Grok 4 earns its place when your work is mostly historical reference — use Grok 4.7 for new work, even though it loses the overall count here.

Both models serve different primary workflows — DeepSeek V3 for coding and reasoning, Grok 4 for historical reference — use Grok 4.7 for new work — so running each where it has a clear edge often beats forcing one to do both.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the Grok 4 vs DeepSeek V3 answer changes when cost, speed, or long-document depth leads the decision.

#1Grok 481 pts
#2DeepSeek V374 pts
Quality first

Grok 4

xAI / Balanced / Sep 2, 2026

81

Strong coding value with 2M context — an underrated pick at this price.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$2.00/1M
$6.00/1M out
Speed
Fast
4/5 score
Context
2M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You need the highest writing quality or the most reliable production-grade output — Claude wins both.

Recommended comparisons

Where the Grok 4 vs DeepSeek V3 recommendation shifts once you weigh price or latency differently.

xAIBalancedWinner: DeepSeek V3

Grok 4

Strong coding value with 2M context — an underrated pick at this price.

Best use case
Coding and research at competitive pricing with maximum context
Input
$2.00/1M
Pricing
Balanced
Speed
Fast
Context
2M tokens
Coding2M contextValue
DeepSeekBudgetOption 2

DeepSeek V3

GPT-4o-class coding quality at under $0.30/1M — the best value in the directory.

Best use case
Coding, reasoning, and general tasks at extreme cost efficiency
Input
$0.27/1M
Pricing
Budget
Speed
Fast
Context
128k tokens
Open sourceBudgetCoding

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
DeepSeek V3DeepSeek$0.27/1M$1.10/1M$4.90128k tokensFast877480
Grok 4xAI$2.00/1M$6.00/1M$322M tokensFast927086

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for Grok 4 vs DeepSeek V3, what it is genuinely good at, and where we would steer you away from it.

DeepSeek V3

Winner: DeepSeek V3DeepSeek

The default answer for Grok 4 vs DeepSeek V3 — 87/100 on the coding axis, and the model we would start with unless the price below rules it out.

Open-source frontier model from DeepSeek that matches GPT-4o class performance at a fraction of the cost — the most disruptive budget option for coding and general tasks.

Input
$0.27/1M
Output
$1.10/1M
Context
128k tokens
Speed
Fast

What people actually use it for

  • High-volume code generation and review pipelines where GPT-4o-class quality is needed at budget pricing
  • Research synthesis and document analysis at scale without premium model costs
  • General-purpose assistant workflows where open-source is preferred over proprietary models

Where it wins

  • 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

Where it falls down

  • Chinese-origin model raises data sovereignty concerns for some enterprise teams
  • Slightly weaker on nuanced English writing tone compared to Claude and GPT
  • Less reliable for complex multi-step agentic workflows vs frontier models

Skip it if

Your team has data sovereignty requirements or needs enterprise-grade reliability guarantees.

Our verdict

The most cost-efficient model for GPT-4o-class coding quality. Hard to beat on value per token for engineering teams.

Full pricing, benchmark table and release notes on the DeepSeek V3 page.

Grok 4

xAI

Here for latency: it answers fastest of anything listed for Grok 4 vs DeepSeek V3, at 92/100 on coding.

xAI's latest flagship with strong coding benchmark performance, a 2M token context window, and aggressive pricing at $2/$6 per million tokens.

Input
$2.00/1M
Output
$6.00/1M
Context
2M tokens
Speed
Fast

What people actually use it for

  • Early-stage research mapping — exploring a new topic before narrowing down
  • Analyzing large codebases or datasets within a 2M-token context window
  • Competitive intelligence and market research with broad, fast synthesis

Where it wins

  • 75% SWE-bench score — strong coding performance close to top Claude models
  • 2M token context window at $2/$6 per million tokens
  • Fast and responsive for exploration and open-ended research loops

Where it falls down

  • Claude Opus 4.6 and Sonnet 4.6 lead on pure coding benchmarks
  • Less established ecosystem and tooling than OpenAI or Anthropic

Skip it if

You need the highest writing quality or the most reliable production-grade output — Claude wins both.

Our verdict

Strong coding benchmark with excellent value. The $2/$6 pricing and 2M context make it competitive with more expensive alternatives.

Full pricing, benchmark table and release notes on the Grok 4 page.

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xAI
Grok 4Retired May 15, 2026 — replaced by Grok 4.6 and Grok 4.7.Read guide
DeepSeek
DeepSeek V3Legacy DeepSeek model — its original endpoints were retired in July 2026.Read guide
Alternatives
Best Grok 4 AlternativesLooking for a Grok 4 alternative? Compare 5 rivals on real capability scores, price…Read guide
Alternatives
Best DeepSeek V3 AlternativesLooking for a DeepSeek V3 alternative? Compare 5 rivals on real capability scores, price…Read guide
Guide
Best AI for CodingClaude Opus 5.5 leads coding AI in October 2026 with 89.9% on SWE-bench Pro.…Read guide

Quick links

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How we evaluate AI models

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FAQ

Is Grok 4 better than DeepSeek V3?

DeepSeek V3 wins on more of the categories we score — coding, research, reasoning — so it is the better default of the two. Grok 4 is the better pick when your work is mostly historical reference — use Grok 4.7 for new work. Neither is universally "better": DeepSeek V3 is aimed at coding and reasoning, Grok 4 at historical reference — use Grok 4.7 for new work.

Which is cheaper — Grok 4 or DeepSeek V3?

DeepSeek V3 is cheaper at $0.27/1M input and $1.1/1M output. Grok 4 costs $3/1M input and $15/1M output.

Which has a larger context window — Grok 4 or DeepSeek V3?

Grok 4 has the larger context window at 256K tokens vs DeepSeek V3's 128K. For large document analysis, Grok 4 is the stronger pick.

Is Grok 4 or DeepSeek V3 better for coding?

DeepSeek V3 is better for coding with a score of 87 vs Grok 4's 80 (out of 100). Claude Opus 5.5 is the overall coding leader in this directory at 100/100.

Which is faster — Grok 4 or DeepSeek V3?

Both Grok 4 and DeepSeek V3 have similar speed profiles — rated fast. Neither will be the bottleneck if latency is your deciding factor.

What are the downsides of DeepSeek V3?

Chinese-origin model raises data sovereignty concerns for some enterprise teams. Slightly weaker on nuanced English writing tone compared to Claude and GPT. Less reliable for complex multi-step agentic workflows vs frontier models. Avoid it if your team has data sovereignty requirements or needs enterprise-grade reliability guarantees. That is the main case for looking at Grok 4 instead.

What are the downsides of Grok 4?

Retired from xAI's API on May 15, 2026. Less established ecosystem and tooling than OpenAI or Anthropic. Avoid it if you need the highest writing quality or the most reliable production-grade output — Claude wins both. Against DeepSeek V3 specifically, the gap shows up most on coding (87 vs 80).

What does a month of real work cost on Grok 4 vs DeepSeek V3?

Take a moderate workload of 10M input and 2M output tokens a month. Grok 4 runs $60.00 (at $3/1M in and $15/1M out); DeepSeek V3 runs $4.90 (at $0.27/1M in and $1.1/1M out). That is a $55.10/month difference — DeepSeek V3 is the cheaper of the two at this volume, and the gap scales linearly as you send more. Output tokens dominate the bill on both, so prompt length matters far less than response length.

Can I use Grok 4 and DeepSeek V3 together?

Yes, and for most teams that beats picking one. A common split is DeepSeek V3 for coding and reasoning, with Grok 4 handling historical reference — use Grok 4.7 for new work. Since DeepSeek V3 is both the stronger and the cheaper option here, a split mainly makes sense if Grok 4 covers a capability you specifically need.