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Grok 3 vs DeepSeek R1

Which AI model is better in 2026? Compare Grok 3 and DeepSeek R1 on benchmarks, pricing, speed, context window, and real-world fit.

Quick summary

DeepSeek R1 is currently the stronger overall pick for coding, math, price, and open source. Grok 3 wins on reasoning, context, and speed. DeepSeek R1 is also cheaper on blended API price ($0.96 vs $6.00 / 1M).

Overall winner

DeepSeek R1

View DeepSeek R1 review

Grok 3 wins

  • Reasoning
  • Context
  • Speed

DeepSeek R1 wins

  • Coding
  • Math
  • Price
  • Open source

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xAI

Grok 3

ProprietaryFeb 2025

Real-time data via X — competitive on reasoning, 1M context.

Open docs
DeepSeek

DeepSeek R1

Open sourceJan 2025

Open-weights reasoning model that matches o1 at 1/25 the price.

Open docs

Grok 3 vs DeepSeek R1: overview

Grok 3 (xAI) and DeepSeek R1 (DeepSeek) are frequently compared by teams choosing an AI stack in 2026. Grok 3: Real-time data via X — competitive on reasoning, 1M context. DeepSeek R1: Open-weights reasoning model that matches o1 at 1/25 the price. This Grok 3 vs DeepSeek R1 comparison covers benchmarks, pricing, context window, speed, modalities, strengths, weaknesses, and who should pick which model.

Grok 3 is proprietary with a 1M-token context window and a blended API price near $6.00 / 1M tokens (intelligence index 74/100). DeepSeek R1 is open-weights with 128k context at about $0.96 blended / 1M (intelligence 73/100). Those gaps drive most “Grok 3 vs DeepSeek R1” searches — quality versus cost, closed versus open, cloud versus self-host.

Where they differ most: Grok 3 tends to lead on reasoning, context, and speed, while DeepSeek R1 leads on coding, math, price, and open source. Choose DeepSeek R1 when you want the stronger overall profile on our scorecard; validate with your own evals before migrating production traffic.

Grok 3 is often shortlisted for real-time research and social-aware apps. DeepSeek R1 fits self-hosted reasoning, math & code, and cost-sensitive agents. Scroll to pricing, real-world tasks, and the who-should-choose section for decision support.

People search “Grok 3 vs DeepSeek R1”, “which is better”, and “Grok 3 vs DeepSeek R1 pricing” for the same reason: switching models is expensive if quality drops, and staying put is expensive if you overpay. Use the winner card for a fast answer, the head-to-head table for receipts, and the editorial verdict for a human recommendation. Grok 3 currently ranks among frontier options from xAI; DeepSeek R1 is a flexible open-weights alternative from DeepSeek. If API pricing is your main concern, start with the pricing section; for multimodal workloads, check vision/audio rows in technical differences; for agents and long documents, prioritize context and reasoning wins.

Head to head

Spec
Grok 3
DeepSeek R1
Winner
Reason
Intelligence index↑ better
Winner74
73
Grok 3
Grok 3 leads on the composite intelligence index (74 vs 73).
Speed↑ better
Winner75 tok/s
60 tok/s
Grok 3
Grok 3 generates tokens faster (75 vs 60 tok/s).
Time to first token↓ better
Winner0.6 s
1.5 s
Grok 3
Grok 3 starts streaming sooner (0.6s vs 1.5s TTFT).
Context window↑ better
Winner1M
128k
Grok 3
Grok 3 wins with 1M tokens — about 7.8× DeepSeek R1.
Max output↑ better
16k
Winner33k
DeepSeek R1
DeepSeek R1 wins this row (32768 vs 16000).
Input price↓ better
$3.00 / 1M tokens
Winner$0.55 / 1M tokens
DeepSeek R1
DeepSeek R1 is cheaper (~5.5× lower on this price row).
Output price↓ better
$15.00 / 1M tokens
Winner$2.19 / 1M tokens
DeepSeek R1
DeepSeek R1 is cheaper (~6.8× lower on this price row).
Blended price↓ better
$6.00 / 1M tokens
Winner$0.96 / 1M tokens
DeepSeek R1
DeepSeek R1 is cheaper (~6.3× lower on this price row).
License
Proprietary
Open source
Qualitative / categorical row
Input modalities
text, image
text
Qualitative / categorical row
Output modalities
text
text
Qualitative / categorical row

Pricing comparison

API cost is often the deciding factor in Grok 3 vs DeepSeek R1 for high-volume apps. Figures below use catalog list prices with a 3:1 input:output blend for monthly estimates. Cached input, batch, and realtime surcharges vary by provider — confirm on official docs.

API costGrok 3DeepSeek R1
Input / 1M tokens$3.00$0.55
Output / 1M tokens$15.00$2.19
Blended (3:1) / 1M$6.00$0.96
Est. cost @ 1M blended tokens$6.00$0.96
Est. cost @ 10M blended tokens$60.00$9.60
Est. cost @ 100M blended tokens$600.00$96.00

Cached input, batch API, and realtime surcharges are provider-specific and not always published in our catalog — verify on official pricing pages.

Benchmark showdown

MMLU
Grok 3
88.0
DeepSeek R1
87.1
MMLU Pro
Grok 3
76.0
DeepSeek R1
75.9
GPQA
Grok 3
62.0
DeepSeek R1
71.5
MATH
Grok 3
88.5
DeepSeek R1
90.2
HumanEval
Grok 3
90.0
DeepSeek R1
91.0

Grok 3 leads on MMLU and MMLU Pro, indicating stronger reasoning-oriented scores. DeepSeek R1 leads on GPQA, MATH, and HumanEval. DeepSeek R1 remains attractive for production deployments on price. Raw benchmarks shortlist models — run task-specific evals before you switch.

Real-world performance

Beyond academic scores, here is how Grok 3 vs DeepSeek R1 tends to split common product tasks based on catalog strengths, price, and modalities.

TaskWinner
CodingDeepSeek R1
Blog writingGrok 3
ResearchGrok 3
Customer supportDeepSeek R1
Cheap API / high volumeDeepSeek R1
AI agentsGrok 3
SummarizationGrok 3
TranslationGrok 3
Vision / multimodalGrok 3
Self-hosting / open weightsDeepSeek R1

Technical differences

FeatureGrok 3DeepSeek R1
ProviderxAIDeepSeek
LicenseProprietaryOpen source
Pricing modeltokenstokens
Context window1M tokens128k tokens
Max output16k tokens33k tokens
Vision inputYesNo
Audio inputNoNo
Text outputYesYes
Image outputNoNo
Video outputNoNo
Audio outputNoNo
Self-host friendlyNoYes
DocsAvailableAvailable

Strengths, weaknesses and best-for

Grok 3
Strengths
  • Live X data
  • 1M context
  • Strong reasoning mode
Weaknesses
  • Smaller ecosystem
  • Less tool-use tooling
Best for
  • Real-time research
  • Social-aware apps
DeepSeek R1
Strengths
  • Reasoning at GPT-class scores
  • Open weights
  • Cheap
Weaknesses
  • Slower than non-reasoning peers
Best for
  • Self-hosted reasoning
  • Math & code
  • Cost-sensitive agents

Who should choose which

Choose Grok 3 if

  • You need stronger reasoning, coding, or math quality
  • You need a larger context window
  • You care about faster token throughput
  • Real-time research
  • Social-aware apps

Choose DeepSeek R1 if

  • You need stronger reasoning, coding, or math quality
  • API budget is the top constraint
  • You want open weights / self-hosting
  • Self-hosted reasoning
  • Math & code

Pros & cons

Grok 3

Pros

  • Live X data
  • 1M context
  • Strong reasoning mode

Cons

  • Smaller ecosystem
  • Less tool-use tooling

DeepSeek R1

Pros

  • Reasoning at GPT-class scores
  • Open weights
  • Cheap

Cons

  • Slower than non-reasoning peers

Editorial verdict

DeepSeek R1 edges this matchup — with caveats

DeepSeek R1 is the better choice when you prioritize coding, math, price, and open source. Grok 3 stands out for reasoning, context, and speed, making it a strong option when those dimensions matter more than raw leaderboard rank. If maximum measured performance matters, DeepSeek R1 wins this matchup. If your niche constraints matter more, Grok 3 is difficult to beat. Always confirm with a bake-off on your real prompts before cutting over.

Still deciding? Read the full Grok 3 review and DeepSeek R1 review, or open the full AI models table.

Grok 3 vs DeepSeek R1 — frequently asked questions

On our scorecard, DeepSeek R1 wins overall (leads on Coding, Math, Price, and Open source). The “better” model still depends on your workload — validate with your own evals.

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